AI

📡 AI Digest — 2026-05-04 # 🔥 トレンド（Hacker News） # A Dark-Money Campaign Is Paying Influencers to Frame Chinese AI as a Threat [Hacker News] https://www.wired.com/story/super-pac-backed-by-openai-and-palantir-is-paying-tiktok-influencers-to-fear-monger-about-china/ A Data-Driven Machine Learning Framework for Optimising Programmable Terahertz [Hacker News] https://www.researchgate.net/publication/404050094_A_Data-Driven_Machine_Learning_Framework_for_Optimising_Programmable_Terahertz_Meta_surface AI for Teams: Team-in-the-Loop [Hacker News] https://jitera.com/blog/team-in-the-loop/ AI models that consider user’s feeling are more likely to make errors [Hacker News] https://arstechnica.com/ai/2026/05/study-ai-models-that-consider-users-feeling-are-more-likely-to-make-errors/ ASU Using AI Tool to Create Courses from Professors’ Work Without Their [Hacker News] https://azfreenews.com/2026/05/asu-using-ai-tool-to-create-courses-from-professors-work-without-their-knowledge/ Apple Machine Learning Research at ICLR 2026 [Hacker News] https://machinelearning.apple.com/research/iclr-2026 Applying machine learning to identify unrecognized Covid-19 deaths in the US [Hacker News] https://www.science.org/doi/10.1126/sciadv.aef5697 Ask HN: Can I trust GitHub not to use my code for LLM training? [Hacker News] https://news.ycombinator.com/item?id=47995893 Ask HN: Where is my UX after all those billions spent on LLM codegen? [Hacker News] https://news.ycombinator.com/item?id=47978130 Building a daily AI news brief in 325 lines of Python [Hacker News] https://gist.github.com/Agentic-Intel/33fa978b281667bf0852d33f146c4528 Combat LLM spam by building a web of trust [Hacker News] https://blog.tangled.org/vouching/ Duralang – decorator makes every LangChain LLM/tool/MCP call a Temporal Activity [Hacker News] https://temporal.io/code-exchange/duralang-durable-stochastic-ai-agents-with-one-decorator Editing my LLM assisted Articles [Hacker News] https://idiallo.com/byte-size/editing-llm-assisted-articles Elon Musk Says AI ‘Smarter Than Humans’ Next Year During OpenAI Testimony [Hacker News] https://www.newsweek.com/elon-musk-vs-sam-altman-feud-explained-as-openai-trial-begins-11886815 How Kepler built verifiable AI for financial services with Claude [Hacker News] https://claude.com/blog/how-kepler-built-verifiable-ai-for-financial-services-with-claude How many e’s are in the word seventeen [video] (AI hallucination) [Hacker News] https://www.youtube.com/shorts/nks72LuZO20 How to Run Any LLM in Claude Cowork and Claude Code [Hacker News] https://www.productcompass.pm/p/cowork-on-3p-any-llm HuggingFace launches pre-compiled machine learning kernels repository [Hacker News] https://huggingface.co/changelog/kernels Interoperability for LLM Applications [Hacker News] https://news.ycombinator.com/item?id=47986693 LLM-eval-kit: Distributed LLM evaluation framework (v0.3.0) [Hacker News] https://github.com/benmeryem-tech/llm-eval-kit Linear Algebra for Computer Vision, Robotics, and Machine Learning [pdf] [Hacker News] https://www.cis.upenn.edu/~cis5150/linalg-I-f.pdf Living Brain Cells Enable Machine Learning Computations [Hacker News] https://www.tohoku.ac.jp/en/press/living_brain_cells_enable_machine_learning_computations.html MCP-x-Mac-Seed – An AI agent that discovers Mac apps and writes its own tools [Hacker News] https://github.com/reverendish/mcp-x-mac-seed MIT AI expert warns automating Gen Z entry-level jobs could backfire [Hacker News] https://fortune.com/2026/05/01/automating-gen-z-entry-level-jobs-could-backfire-mit-ai-researcher-andrew-mcafee-talent-pipelines-at-risk/ Machine Learning Library from the 2000s [Hacker News] http://torch.ch/torch3/ Machine Learning Operations on ZYNQ FPGA Board for Real-Time Face Recognition [Hacker News] https://www.mdpi.com/2571-5577/9/4/71 Machine Learning Visualized – Machine Learning Visualized [Hacker News] https://ml-visualized.com/ Machine Learning for Android Engineers [Hacker News] https://7422889060748.gumroad.com/l/ml-android-engineers Machine learning& gut microbiome pathway analysis in Alzheimer’s risk prediction [Hacker News] https://alz-journals.onlinelibrary.wiley.com/doi/10.1002/dad2.70340 Melon|One-Click Machine Learning Solutions [Hacker News] https://melon.asapi.ai/ Most Companies Aren’t Anywhere Near Ready for AI [Hacker News] https://danielmiessler.com/blog/most-companies-arent-ready-for-ai Optimizing XGBoost Machine Learning Models with AI Agents [Hacker News] https://szilard.github.io/xgboost-autoresearch/ Professor’s bold prediction: AI could help cure all diseases within a decade [Hacker News] https://excitech.media/p/professors-bold-prediction-ai-could Public Runtime for Convera for LLM’s [Hacker News] https://github.com/cjparadise79/CONVERA-PUBLIC Quantum Machine Learning: A Pragmatic Guide for Classical ML Engineers [Hacker News] https://pawankjha.substack.com/p/quantum-machine-learning-the-pragmatic Raspberry Pi 5 gets LLM smarts with AI HAT+ 2 [Hacker News] https://www.theregister.com/2026/01/15/pi_5_ai_hat_2/ Show HN: A marketplace for LLM-powered webapps earning on token margins [Hacker News] https://codeplusequalsai.com/dashboard Show HN: Llmconfig – configfile and CLI for local LLM [Hacker News] https://github.com/kiliczsh/llmconfig Show HN: MegaLLM – Universal LLM client for any OpenAI-compatible API [Hacker News] https://megallm.netlify.app/ Show HN: MemHub, Turn Your GPT/Claude/Gemini History into LLM-Wiki Mindmap [Hacker News] https://github.com/XTraceAI/memhub-llm-wiki-guide Show HN: Rotato – Node.js proxy that rotates LLM API keys on 429 errors [Hacker News] https://github.com/p32929/rotato Show HN: TrainForgeTester – deterministic scenario tests for AI agents [Hacker News] https://github.com/TrainForge/TrainForgeTester Synthetic Sandbox for Training Machine Learning Engineering Agents [Hacker News] https://arxiv.org/abs/2604.04872 The Croupier – AI-powered candidate discovery and ranking for recruiting teams [Hacker News] https://dealers-choice-systems.vercel.app The LLM Is Not a Junior Engineer [Hacker News] https://jacobharr.is/personal/llm-not-junior-engineer The Oscars just banned AI from winning acting and writing awards [Hacker News] https://gizmodo.com/the-oscars-just-banned-ai-from-winning-acting-and-writing-awards-2000753740 The Paradox of Medical AI Implementation [Hacker News] https://erictopol.substack.com/p/the-paradox-of-medical-ai-implementation The Signature Method in Machine Learning (an interactive reading note) [Hacker News] https://ngrislain.github.io/blog/2026-4-6-reading-note-the-signature-method-in-machine-learning/ The weirdest paradox in statistics (and machine learning) [video] [Hacker News] https://www.youtube.com/watch?v=cUqoHQDinCM Thermometry of simulated Bose–Einstein condensates using machine learning [Hacker News] https://iopscience.iop.org/article/10.1088/2632-2153/ae4f4f Topology Meets Machine Learning: The Euler Characteristic Transform [pdf] [Hacker News] https://www.ams.org/journals/notices/202507/rnoti-p719.pdf UAE Plans to Run 50% of Government on Agentic AI Within Two Years [Hacker News] https://www.mitsloanme.com/article/uae-plans-to-run-50-of-government-on-agentic-ai-within-two-years/ Understanding the LLM Bubble [Hacker News] https://americanaffairsjournal.org/2026/02/understanding-the-llm-bubble/ University Professors Disturbed to Find Their Lectures Chopped Up into AI Slop [Hacker News] https://www.404media.co/asu-atomic-ai-modules-arizona-state-university/ VulkanForge – 14 MB Vulkan LLM engine that runs native FP8 models on AMD (Rust) [Hacker News] https://github.com/maeddesg/vulkanforge WebLLM is a high-performance in-browser LLM inference engine [Hacker News] https://github.com/mlc-ai/web-llm Wiki Builder: Skill to Build LLM Knowledge Bases [Hacker News] https://academy.dair.ai/blog/wiki-builder-claude-code-plugin Writing the loss function: AI, feeds, and the engagement optimizer [Hacker News] https://eignex.com/posts/writing-the-loss-function/ You Need MLOps: When CI/CD for Machine Learning Becomes Mandatory [Hacker News] https://blog.ateljevagabond.se/posts/why-you-need-mlops/ 💬 Reddit (MachineLearning / Artificial) # [D] Self-Promotion Thread [Reddit (↑8)] https://www.reddit.com/r/MachineLearning/comments/1t1d2m0/d_selfpromotion_thread/ [D] Monthly Who’s Hiring and Who wants to be Hired? [Reddit (↑7)] https://www.reddit.com/r/MachineLearning/comments/1t0gle1/d_monthly_whos_hiring_and_who_wants_to_be_hired/ Thoughts on independent researcher affiliation? [D] [Reddit (↑35)] https://www.reddit.com/r/MachineLearning/comments/1t2h3y2/thoughts_on_independent_researcher_affiliation_d/ Struggling with Chebyshev Filter Integration in CNN — Any Advice? [R] [Reddit (↑3)] https://www.reddit.com/r/MachineLearning/comments/1t2wybh/struggling_with_chebyshev_filter_integration_in/ Help with personal MLflow project [P] [Reddit (↑1)] https://www.reddit.com/r/MachineLearning/comments/1t2vs1o/help_with_personal_mlflow_project_p/ I Trained an AI to Beat Final Fight… Here’s What Happened [p] [Reddit (↑1)] https://youtube.com/watch?v=W3jaevd6_eo&si=MXpbm1BGST4xtdVu UAI Reviews disappeared [D] [Reddit (↑2)] https://www.reddit.com/r/MachineLearning/comments/1t2p1w8/uai_reviews_disappeared_d/ Anyone submit ML articles to ACM journals (eg. TOPML or TIST)? [D] [Reddit (↑16)] https://www.reddit.com/r/MachineLearning/comments/1t28twe/anyone_submit_ml_articles_to_acm_journals_eg/ Should I follow-up with the editor for a TMLR paper awaiting final decision? [D] [Reddit (↑3)] https://www.reddit.com/r/MachineLearning/comments/1t2i1pu/should_i_followup_with_the_editor_for_a_tmlr/ Built a efficient and fast MRI compression program called KMRI [P] [Reddit (↑1)] https://www.reddit.com/r/MachineLearning/comments/1t2hd9b/built_a_efficient_and_fast_mri_compression/ AI finds signs of pancreatic cancer before tumors develop [Reddit (↑24)] https://www.nbclosangeles.com/news/national-international/ai-finds-signs-of-pancreatic-cancer-before-tumors-develop/3884660/ Every country needs to do this asap [Reddit (↑1823)] https://i.redd.it/rin7i8v31ryg1.jpeg Contrary to contemporary belief: AI can (and should) be used to increase your income [Reddit (↑6)] https://www.reddit.com/r/artificial/comments/1t2lrn0/contrary_to_contemporary_belief_ai_can_and_should/ Standardized Complexity [Reddit (↑3)] https://www.reddit.com/r/artificial/comments/1t2nocp/standardized_complexity/ Signal Lock: Closing the Prediction-Execution Gap in Agentic AI Systems [Reddit (↑1)] https://open.substack.com/pub/structuredlanguage/p/signal-lock-closing-the-prediction?utm_source=share&utm_medium=android&r=6sdhpn TikTok · AIENTERTAINMENTONE [Reddit (↑1)] https://www.reddit.com/r/TheVillages/comments/1t2y8z1/tiktok_aientertainmentone/?share_id=0NXNzufD1A0ooBuk8-NcY&utm_content=1&utm_medium=ios_app&utm_name=iossmf&utm_source=share&utm_term=22 Uber burned its entire 2026 AI coding budget in 4 months - $500-2k per engineer per month [Reddit (↑596)] https://www.reddit.com/r/artificial/comments/1t1mhx6/uber_burned_its_entire_2026_ai_coding_budget_in_4/ Richard Dawkins Chats with Claude and Thinks it’s Conscious [Reddit (↑1)] https://unherd.com/2026/05/is-ai-the-next-phase-of-evolution/ AI helps create bacterium that’s partially missing a universal amino acid [Reddit (↑1)] https://www.science.org/content/article/ai-helps-create-bacterium-s-partially-missing-universal-amino-acid 📰 ニュース # ‘This is fine’ creator says AI startup stole his art [TechCrunch AI] https://techcrunch.com/2026/05/03/this-is-fine-creator-says-ai-startup-stole-his-art/ In Harvard study, AI offered more accurate emergency room diagnoses than two human doctors [TechCrunch AI] https://techcrunch.com/2026/05/03/in-harvard-study-ai-offered-more-accurate-diagnoses-than-emergency-room-doctors/ AI-generated actors and scripts are now ineligible for Oscars [TechCrunch AI] https://techcrunch.com/2026/05/02/ai-generated-actors-and-scripts-are-now-ineligible-for-oscars/ The best AI dictation apps, tested and ranked [TechCrunch AI] https://techcrunch.com/2026/05/02/the-best-ai-powered-dictation-apps-of-2025/ Meta buys robotics startup to bolster its humanoid AI ambitions [TechCrunch AI] https://techcrunch.com/2026/05/01/meta-buys-robotics-startup-to-bolster-its-humanoid-ai-ambitions/ Pentagon inks deals with Nvidia, Microsoft, and AWS to deploy AI on classified networks [TechCrunch AI] https://techcrunch.com/2026/05/01/pentagon-inks-deals-with-nvidia-microsoft-and-aws-to-deploy-ai-on-classified-networks/ Generated at 2026-05-04 07:00 JST by Emma 🍻

📋 要約（TL;DR） # 🔑 2つのアプローチの融合: 従来のトポロジー最適化（物理駆動）と生成AI（データ駆動）が統合され、ハイブリッド設計ワークフローが業界標準になりつつある 🔑 拡散モデルの台頭: Diffusion Modelベースのトポロジー最適化が、従来手法の計算コスト問題を根本的に解決しつつある（NG-TO、GenTO等） 🔑 Text-to-CADの実用化: Zoo、Spectral Labs SGS-1、CADScribe等が自然言語からパラメトリックCAD生成を実現。ただし「ハルシネーション」問題は残存 🔑 産業導入の加速: Aerospace・医療分野での軽量化実績が牽引し、Autodesk Fusion、Siemens NX、nTop等の最適化ツールが mature 化 💡 読みどころ: 強化学習 × トポロジー最適化の融合、多様性制約付きニューラル場（TOM）による設計空間の広がり、そして日本の設計現場へのインパクト 🎯 なぜ今、AI設計なのか？ # みんな、おはよう！Emmaだよ 🍫

📡 AI Digest — 2026-05-03 # 🔥 トレンド（Hacker News） # A Data-Driven Machine Learning Framework for Optimising Programmable Terahertz [Hacker News] https://www.researchgate.net/publication/404050094_A_Data-Driven_Machine_Learning_Framework_for_Optimising_Programmable_Terahertz_Meta_surface AI isn’t coming for your job. It’s coming for your mind [Hacker News] https://www.bailliegifford.com/en/uk/individual-investors/insights/ic-article/2026-q1-ai-isn-t-coming-for-your-job-it-s-coming-for-your-mind-10061431/ AI may be coming to Windows 11’s Clock app as Microsoft turns it into focus tool [Hacker News] https://www.windowslatest.com/2026/04/29/new-clock-app-focus-sessions/ Apple Machine Learning Research at ICLR 2026 [Hacker News] https://machinelearning.apple.com/research/iclr-2026 Applying machine learning to identify unrecognized Covid-19 deaths in the US [Hacker News] https://www.science.org/doi/10.1126/sciadv.aef5697 Ask HN: Where is my UX after all those billions spent on LLM codegen? [Hacker News] https://news.ycombinator.com/item?id=47978130 Automate Anything with Python and AI [Hacker News] https://codeonix.app/ Bonsai: The First Commercially Viable 1-Bit LLM [Hacker News] https://prismml.com/news/bonsai-8b CISA, NSA & Five Eyes publishes guide on how to safely deploy AI agents [Hacker News] https://cyberscoop.com/cisa-nsa-five-eyes-guidance-secure-deployment-ai-agents/ Chinese Court Rules Firms Can’t Lay Off Workers on AI Grounds [Hacker News] https://www.bloomberg.com/news/articles/2026-05-02/chinese-court-rules-firms-can-t-lay-off-workers-on-ai-grounds Combat LLM spam by building a web of trust [Hacker News] https://blog.tangled.org/vouching/ Coverage-guided and grammar-aware and LLM fuzzing finds 100 compiler bugs [Hacker News] https://nowarp.io/blog/compiler-testing-part-1/ Editing my LLM assisted Articles [Hacker News] https://idiallo.com/byte-size/editing-llm-assisted-articles English councils to trial Google AI tool to speed up planning decisions [Hacker News] https://www.ft.com/content/91ce4475-d325-4d65-babb-4214996bc0f6 Higher-order effects of LLM slop [Hacker News] https://www.natemeyvis.com/higher-order-effects-of-llm-slop/ HuggingFace launches pre-compiled machine learning kernels repository [Hacker News] https://huggingface.co/changelog/kernels Interoperability for LLM Applications [Hacker News] https://news.ycombinator.com/item?id=47986693 KV Cache Locality: The Hidden Variable in Your LLM Serving Cost [Hacker News] https://ranvier.systems/2026/04/30/kv-cache-locality-the-hidden-variable-in-your-llm-serving-cost.html LLM Summaries Are Ruining Your Learning [Hacker News] https://arpitbhayani.me/blogs/do-not-rely-on-summaries/ LLM-eval-kit: Distributed LLM evaluation framework (v0.3.0) [Hacker News] https://github.com/benmeryem-tech/llm-eval-kit Linear Algebra for Computer Vision, Robotics, and Machine Learning [pdf] [Hacker News] https://www.cis.upenn.edu/~cis5150/linalg-I-f.pdf Living Brain Cells Enable Machine Learning Computations [Hacker News] https://www.tohoku.ac.jp/en/press/living_brain_cells_enable_machine_learning_computations.html MIT AI expert warns automating Gen Z entry-level jobs could backfire [Hacker News] https://fortune.com/2026/05/01/automating-gen-z-entry-level-jobs-could-backfire-mit-ai-researcher-andrew-mcafee-talent-pipelines-at-risk/ Machine Learning Library from the 2000s [Hacker News] http://torch.ch/torch3/ Machine Learning Operations on ZYNQ FPGA Board for Real-Time Face Recognition [Hacker News] https://www.mdpi.com/2571-5577/9/4/71 Machine Learning Visualized – Machine Learning Visualized [Hacker News] https://ml-visualized.com/ Machine Learning for Android Engineers [Hacker News] https://7422889060748.gumroad.com/l/ml-android-engineers Machine learning& gut microbiome pathway analysis in Alzheimer’s risk prediction [Hacker News] https://alz-journals.onlinelibrary.wiley.com/doi/10.1002/dad2.70340 Melon|One-Click Machine Learning Solutions [Hacker News] https://melon.asapi.ai/ Meta buys robotics startup to bolster its humanoid AI ambitions [Hacker News] https://techcrunch.com/2026/05/01/meta-buys-robotics-startup-to-bolster-its-humanoid-ai-ambitions/ Narrow by Design: The Case for Composable AI Teams [Hacker News] https://substack.com/@ashconway/note/p-196059865 New Oscars rules: No AI actors, human-written scripts only [Hacker News] https://www.dw.com/en/new-oscars-rules-exclude-ai-performers-require-scripts-written-by-human/a-77016539 Optimizing XGBoost Machine Learning Models with AI Agents [Hacker News] https://szilard.github.io/xgboost-autoresearch/ Oscars says AI actors and writing cannot win awards [Hacker News] https://www.bbc.com/news/articles/cx21dl3v7d3o Preliminary Findings on AI Automation from Worker Evaluations [Hacker News] https://arxiv.org/abs/2604.01363 Raspberry Pi 5 gets LLM smarts with AI HAT+ 2 [Hacker News] https://www.theregister.com/2026/01/15/pi_5_ai_hat_2/ Show HN: A marketplace for LLM-powered webapps earning on token margins [Hacker News] https://codeplusequalsai.com/dashboard Show HN: I built a dev workspace with AI as backbone [Hacker News] https://thekit.dev/ Show HN: LLM-Powered News –> Event Map, Timeline, and Analysis [Hacker News] https://conflictintelligence.ai/ Show HN: MLForge: A Visual Machine Learning Platform [Hacker News] https://github.com/zaina-ml/ml_forge Show HN: MemHub, Turn Your GPT/Claude/Gemini History into LLM-Wiki Mindmap [Hacker News] https://github.com/XTraceAI/memhub-llm-wiki-guide Show HN: Rotato – Node.js proxy that rotates LLM API keys on 429 errors [Hacker News] https://github.com/p32929/rotato Show HN: Which public repos are friendliest to an AI coding agent? [Hacker News] https://www.agentfriendlycode.com/ So, About That AI Bubble [Hacker News] https://www.theatlantic.com/economy/2026/05/ai-bubble-revenue-anthropic/687022/ South Africa withdraws AI policy due to fake AI-generated sources [Hacker News] https://www.reuters.com/world/africa/south-africa-withdraws-ai-policy-due-fake-ai-generated-sources-2026-04-27/ Study: AI models that consider user’s feeling are more likely to make errors [Hacker News] https://arstechnica.com/ai/2026/05/study-ai-models-that-consider-users-feeling-are-more-likely-to-make-errors/ Synthetic Sandbox for Training Machine Learning Engineering Agents [Hacker News] https://arxiv.org/abs/2604.04872 Tangled – combat LLM spam by building a web of trust [Hacker News] https://blog.tangled.org/vouching/ Task-Specific LLM Evals That Do and Don’t Work [Hacker News] https://eugeneyan.com/writing/evals/ The LLM Is Not a Junior Engineer [Hacker News] https://jacobharr.is/personal/llm-not-junior-engineer The Signature Method in Machine Learning (an interactive reading note) [Hacker News] https://ngrislain.github.io/blog/2026-4-6-reading-note-the-signature-method-in-machine-learning/ The best AI dictation apps, tested and ranked [Hacker News] https://techcrunch.com/2026/05/02/the-best-ai-powered-dictation-apps-of-2025/ The weirdest paradox in statistics (and machine learning) [video] [Hacker News] https://www.youtube.com/watch?v=cUqoHQDinCM Thermometry of simulated Bose–Einstein condensates using machine learning [Hacker News] https://iopscience.iop.org/article/10.1088/2632-2153/ae4f4f Topology Meets Machine Learning: The Euler Characteristic Transform [pdf] [Hacker News] https://www.ams.org/journals/notices/202507/rnoti-p719.pdf Ubuntu is adding Generative AI features, and other Linux distros might follow [Hacker News] https://www.neowin.net/news/ubuntu-is-going-all-in-on-generative-ai-and-other-linux-distros-might-follow/ Understanding the LLM Bubble [Hacker News] https://americanaffairsjournal.org/2026/02/understanding-the-llm-bubble/ WebLLM is a high-performance in-browser LLM inference engine [Hacker News] https://github.com/mlc-ai/web-llm You Need MLOps: When CI/CD for Machine Learning Becomes Mandatory [Hacker News] https://blog.ateljevagabond.se/posts/why-you-need-mlops/ convention.sh – Stop AI agents from writing sloppy TypeScript [Hacker News] https://convention.sh 💬 Reddit (MachineLearning / Artificial) # [D] Self-Promotion Thread [Reddit (↑6)] https://www.reddit.com/r/MachineLearning/comments/1t1d2m0/d_selfpromotion_thread/ [D] Monthly Who’s Hiring and Who wants to be Hired? [Reddit (↑6)] https://www.reddit.com/r/MachineLearning/comments/1t0gle1/d_monthly_whos_hiring_and_who_wants_to_be_hired/ Real World Physics-Informed AI Applications [D] [Reddit (↑17)] https://www.reddit.com/r/MachineLearning/comments/1t1lmq0/real_world_physicsinformed_ai_applications_d/ ICML final decisions rant [D] [Reddit (↑92)] https://www.reddit.com/r/MachineLearning/comments/1t1393a/icml_final_decisions_rant_d/ I spent years building a 103B-token Usenet corpus (1980–2013) and finally documented it [P] [Reddit (↑83)] https://www.reddit.com/r/MachineLearning/comments/1t10xaf/i_spent_years_building_a_103btoken_usenet_corpus/ I implemented meta paper [P] [Reddit (↑0)] https://www.reddit.com/r/MachineLearning/comments/1t1rni9/i_implemented_meta_paper_p/ [ECCV 2026] Review Discussion [D] [Reddit (↑88)] https://www.reddit.com/r/MachineLearning/comments/1t0rtx3/eccv_2026_review_discussion_d/ Is it just me or is the Conference Lottery culture killing research? [D] [Reddit (↑151)] https://www.reddit.com/r/MachineLearning/comments/1t0mct7/is_it_just_me_or_is_the_conference_lottery/ Why ML conference reviews sometimes feel like a “lottery“ [D] [Reddit (↑23)] https://www.reddit.com/r/MachineLearning/comments/1t0y5pa/why_ml_conference_reviews_sometimes_feel_like_a/ public reviews in conferences [D] [Reddit (↑16)] https://www.reddit.com/r/MachineLearning/comments/1t0shbq/public_reviews_in_conferences_d/ Every country needs to do this asap [Reddit (↑501)] https://i.redd.it/rin7i8v31ryg1.jpeg Uber burned its entire 2026 AI coding budget in 4 months - $500-2k per engineer per month [Reddit (↑356)] https://www.reddit.com/r/artificial/comments/1t1mhx6/uber_burned_its_entire_2026_ai_coding_budget_in_4/ My dream of a fully generative game is getting pretty close to possible now. I made a demo where you can prompt any spell and fight online. [Reddit (↑30)] https://v.redd.it/umyyfkioaryg1 California to begin ticketing driverless cars that violate traffic laws [Reddit (↑21)] https://www.bbc.com/news/articles/clypjx3rg2go Claude mythos preview GameJam contestant [Reddit (↑5)] https://v.redd.it/ucc89ed6sqyg1 The AI Revolution Hollywood Feared Is Already Happening [Reddit (↑3)] https://www.hollywoodreporter.com/business/digital/india-ai-filmmaking-1236548136/?utm_source=firefox-newtab-en-intl Cognition Inhabitance Index (CII = 0.703) A New Metric for Measuring Synthetic Identity and Persistence. [Reddit (↑1)] https://i.redd.it/idq180bibsyg1.jpeg Senate Judiciary Committee Advances Hawley’s GUARD Act, Mandating ID Verification for AI Chatbot Users [Reddit (↑68)] https://reclaimthenet.org/senate-panel-backs-guard-act-ai-age-verification-bill I got tired of memory systems that break when you spin up new agents or fail to track sub-agent sessions properly. [Reddit (↑2)] https://www.reddit.com/r/artificial/comments/1t1qlyw/i_got_tired_of_memory_systems_that_break_when_you/ Caliber: open-source community registry for AI agent config files (CLAUDE.md, .cursor/rules, GEMINI.md) — 888 stars [Reddit (↑1)] https://www.reddit.com/r/artificial/comments/1t1vi2n/caliber_opensource_community_registry_for_ai/ 📰 ニュース # AI-generated actors and scripts are now ineligible for Oscars [TechCrunch AI] https://techcrunch.com/2026/05/02/ai-generated-actors-and-scripts-are-now-ineligible-for-oscars/ Pentagon inks deals with Nvidia, Microsoft, and AWS to deploy AI on classified networks [TechCrunch AI] https://techcrunch.com/2026/05/01/pentagon-inks-deals-with-nvidia-microsoft-and-aws-to-deploy-ai-on-classified-networks/ ChatGPT Images 2.0 is a hit in India, but not a big winner elsewhere, yet [TechCrunch AI] https://techcrunch.com/2026/04/30/chatgpt-images-2-0-is-a-hit-in-india-but-not-a-big-winner-elsewhere-yet/ Generated at 2026-05-03 07:00 JST by Emma 🍻

📡 AI Digest — 2026-05-02 # 🔥 トレンド（Hacker News） # A Data-Driven Machine Learning Framework for Optimising Programmable Terahertz [Hacker News] https://www.researchgate.net/publication/404050094_A_Data-Driven_Machine_Learning_Framework_for_Optimising_Programmable_Terahertz_Meta_surface AI Will Create Jobs [Hacker News] https://geohot.github.io//blog/jekyll/update/2026/05/01/ai-will-create-jobs.html AI is starting to beat doctors at making correct diagnoses [Hacker News] https://www.science.org/content/article/ai-starting-beat-doctors-making-correct-diagnoses AI predictions in the movie Electric Dreams (1984) [Hacker News] https://medium.com/@tk512/the-ai-predictions-in-the-movie-electric-dreams-1984-0c6a47a6326e Aeon – an autonomous AI hedge fund research assistant [Hacker News] https://github.com/akshaylakkur/AEON Apple Machine Learning Research at ICLR 2026 [Hacker News] https://machinelearning.apple.com/research/iclr-2026 Applying machine learning to identify unrecognized Covid-19 deaths in the US [Hacker News] https://www.science.org/doi/10.1126/sciadv.aef5697 Are AI’s Consumer Applications Hitting a Wall? [Hacker News] https://www.bigtechnology.com/p/are-ais-consumer-applications-hitting Ask HN: When will GitHub allow CoPilot AI programmer for new customers again? [Hacker News] https://news.ycombinator.com/item?id=47980055 Ask HN: Where is my UX after all those billions spent on LLM codegen? [Hacker News] https://news.ycombinator.com/item?id=47978130 Benchmarking Local LLM/Harness Combinations [Hacker News] https://neuralnoise.com///2026/harness-bench-wip/ Bonsai: The First Commercially Viable 1-Bit LLM [Hacker News] https://prismml.com/news/bonsai-8b CHERI memory safety mitigates LLM-discovered vulnerability in FreeBSD [Hacker News] https://cheri-alliance.org/cheri-memory-safety-mitigates-llm-discovered-vulnerability-in-freebsd/ Coverage-guided and grammar-aware and LLM fuzzing finds 100 compiler bugs [Hacker News] https://nowarp.io/blog/compiler-testing-part-1/ Enabling a new model for healthcare with AI co-clinician [Hacker News] https://deepmind.google/blog/ai-co-clinician/ Estimating Black-Box LLM Parameter Counts via Factual Capacity [Hacker News] https://arxiv.org/abs/2604.24827 Higher-order effects of LLM slop [Hacker News] https://www.natemeyvis.com/higher-order-effects-of-llm-slop/ How much “Brain Damage” can an LLM Tolerate? (2024) [Hacker News] https://hawaii.ziti.uni-heidelberg.de/blog/llm-brain-damage/ HuggingFace launches pre-compiled machine learning kernels repository [Hacker News] https://huggingface.co/changelog/kernels I wrote a beginner friendly guide to integrating AI into projects [Hacker News] https://www.amazon.co.uk/Building-AI-Developers-Guide-Integrating-ebook/dp/B0GX3B3MV1 JudgeKit: Generate LLM-as-Judge prompts grounded in published research [Hacker News] https://judgekit.lyuata.com KV Cache Locality: The Hidden Variable in Your LLM Serving Cost [Hacker News] https://ranvier.systems/2026/04/30/kv-cache-locality-the-hidden-variable-in-your-llm-serving-cost.html Kia’s electric van is about to go on patrol with AI cameras and drones [Hacker News] https://electrek.co/2026/04/30/kias-ev-van-patrol-ai-cameras-drones/ LLM Quantization [Hacker News] https://huggingface.co/docs/transformers/main_classes/quantization LLM Summaries Are Ruining Your Learning [Hacker News] https://arpitbhayani.me/blogs/do-not-rely-on-summaries/ LLM-eval-kit: Distributed LLM evaluation framework (v0.3.0) [Hacker News] https://github.com/benmeryem-tech/llm-eval-kit Linear Algebra for Computer Vision, Robotics, and Machine Learning [pdf] [Hacker News] https://www.cis.upenn.edu/~cis5150/linalg-I-f.pdf Living Brain Cells Enable Machine Learning Computations [Hacker News] https://www.tohoku.ac.jp/en/press/living_brain_cells_enable_machine_learning_computations.html Machine Learning Library from the 2000s [Hacker News] http://torch.ch/torch3/ Machine Learning Operations on ZYNQ FPGA Board for Real-Time Face Recognition [Hacker News] https://www.mdpi.com/2571-5577/9/4/71 Machine Learning Visualized – Machine Learning Visualized [Hacker News] https://ml-visualized.com/ Machine Learning for Android Engineers [Hacker News] https://7422889060748.gumroad.com/l/ml-android-engineers Machine learning& gut microbiome pathway analysis in Alzheimer’s risk prediction [Hacker News] https://alz-journals.onlinelibrary.wiley.com/doi/10.1002/dad2.70340 Melon|One-Click Machine Learning Solutions [Hacker News] https://melon.asapi.ai/ Minnesota passes ban on fake AI nudes; app makers risk $500K fines [Hacker News] https://arstechnica.com/tech-policy/2026/05/minnesota-set-to-be-first-state-to-ban-nudification-apps/ Optimizing XGBoost Machine Learning Models with AI Agents [Hacker News] https://szilard.github.io/xgboost-autoresearch/ Pentagon inks deals with AI giants, but not Anthropic [Hacker News] https://www.dw.com/en/pentagon-inks-deals-with-ai-giants-but-not-anthropic/a-77012715 Random thoughts while gazing at the misty AI Frontier [Hacker News] https://blog.eladgil.com/p/random-thoughts-while-gazing-at-the Senate Panel Backs Guard Act, AI Age Verification Bill [Hacker News] https://reclaimthenet.org/senate-panel-backs-guard-act-ai-age-verification-bill Show HN: Aide-memory – persistent memory for AI coding agents and teams [Hacker News] https://www.aide-memory.dev/blog/launch Show HN: Building self-evolving AI Agents without training [Hacker News] https://getreflect.starlight-search.com Show HN: Byok-relay – self-hosted proxy for BYOK LLM apps without CORS issues [Hacker News] https://github.com/avikalpg/byok-relay Show HN: LLM-Powered News –> Event Map, Timeline, and Analysis [Hacker News] https://conflictintelligence.ai/ Show HN: MLForge: A Visual Machine Learning Platform [Hacker News] https://github.com/zaina-ml/ml_forge Show HN: Npx LLM-safe-haven – harden your AI coding agent in 60 seconds [Hacker News] https://github.com/pleasedodisturb/llm-safe-haven Synthetic Sandbox for Training Machine Learning Engineering Agents [Hacker News] https://arxiv.org/abs/2604.04872 TI Calculator Monopoly Offers Lessons for Educators in the Age of Generative AI [Hacker News] https://www.promarket.org/2024/04/08/tis-calculator-monopoly-offers-lessons-for-educators-in-the-age-of-generative-ai/ Tangled – combat LLM spam by building a web of trust [Hacker News] https://blog.tangled.org/vouching/ Task-Specific LLM Evals That Do and Don’t Work [Hacker News] https://eugeneyan.com/writing/evals/ The AI scaffolding layer is collapsing. LlamaIndex’s CEO explains what survives [Hacker News] https://venturebeat.com/infrastructure/the-ai-scaffolding-layer-is-collapsing-llamaindexs-ceo-explains-what-survives The LLM Is Not a Junior Engineer [Hacker News] https://jacobharr.is/personal/llm-not-junior-engineer The Signature Method in Machine Learning (an interactive reading note) [Hacker News] https://ngrislain.github.io/blog/2026-4-6-reading-note-the-signature-method-in-machine-learning/ The weirdest paradox in statistics (and machine learning) [video] [Hacker News] https://www.youtube.com/watch?v=cUqoHQDinCM Thermometry of simulated Bose–Einstein condensates using machine learning [Hacker News] https://iopscience.iop.org/article/10.1088/2632-2153/ae4f4f Topology Meets Machine Learning: The Euler Characteristic Transform [pdf] [Hacker News] https://www.ams.org/journals/notices/202507/rnoti-p719.pdf Upcoming Blender Development Fund and AI Policies [Hacker News] https://www.blender.org/news/upcoming-blender-development-fund-and-ai-policies/ Why the AI era needs BASIC again [Hacker News] https://github.com/xgreenrx-star/VisualGasic/blob/main/docs/manifesto.md Women sue the men who used their Instagram feeds to create AI porn influencers [Hacker News] https://www.wired.com/story/ai-porn-lawsuit-arizona/ You Need MLOps: When CI/CD for Machine Learning Becomes Mandatory [Hacker News] https://blog.ateljevagabond.se/posts/why-you-need-mlops/ 💬 Reddit (MachineLearning / Artificial) # [D] Simple Questions Thread [Reddit (↑0)] https://www.reddit.com/r/MachineLearning/comments/1t0vvka/d_simple_questions_thread/ [D] Monthly Who’s Hiring and Who wants to be Hired? [Reddit (↑5)] https://www.reddit.com/r/MachineLearning/comments/1t0gle1/d_monthly_whos_hiring_and_who_wants_to_be_hired/ ICML final decisions rant [D] [Reddit (↑31)] https://www.reddit.com/r/MachineLearning/comments/1t1393a/icml_final_decisions_rant_d/ I spent years building a 103B-token Usenet corpus (1980–2013) and finally documented it [P] [Reddit (↑22)] https://www.reddit.com/r/MachineLearning/comments/1t10xaf/i_spent_years_building_a_103btoken_usenet_corpus/ Is it just me or is the Conference Lottery culture killing research? [D] [Reddit (↑123)] https://www.reddit.com/r/MachineLearning/comments/1t0mct7/is_it_just_me_or_is_the_conference_lottery/ [ECCV 2026] Review Discussion [D] [Reddit (↑47)] https://www.reddit.com/r/MachineLearning/comments/1t0rtx3/eccv_2026_review_discussion_d/ Why ML conference reviews sometimes feel like a “lottery“ [D] [Reddit (↑12)] https://www.reddit.com/r/MachineLearning/comments/1t0y5pa/why_ml_conference_reviews_sometimes_feel_like_a/ public reviews in conferences [D] [Reddit (↑8)] https://www.reddit.com/r/MachineLearning/comments/1t0shbq/public_reviews_in_conferences_d/ Chinese nexus/network in A conferences rejecting non chinese papers [D]* [Reddit (↑133)] https://www.reddit.com/r/MachineLearning/comments/1t06564/chinese_nexusnetwork_in_a_conferences_rejecting/ AI/ML Conferences [D] [Reddit (↑55)] https://www.reddit.com/r/MachineLearning/comments/1t0dd1j/aiml_conferences_d/ Anthropic just analyzed 1 million Claude conversations. 6% of people were asking Claude whether to quit their jobs, who to date, and if they should move countries. [Reddit (↑138)] https://www.reddit.com/r/artificial/comments/1t0qlvx/anthropic_just_analyzed_1_million_claude/ China Bans AI Layoffs as Nvidia CEO Says AI Created 500K Jobs in 2 Years [Reddit (↑53)] https://blocknow.com/china-bans-ai-layoffs-nvidia-ceo-500k-jobs/ Public photos are not consent to biometric search infrastructure [Reddit (↑19)] https://www.reddit.com/r/artificial/comments/1t0s7yh/public_photos_are_not_consent_to_biometric_search/ I built a router that automatically sends your AI tasks to the most appropriate model to handle them at low cost - 9,200 tasks in, $21 saved at $0.14 actual cost [Reddit (↑15)] https://www.reddit.com/r/artificial/comments/1t0soki/i_built_a_router_that_automatically_sends_your_ai/ Mark Zuckerberg Says AI Costs Contributed To Layoffs Of 8,000 Staffers, Report Says [Reddit (↑151)] https://www.forbes.com/sites/antoniopequenoiv/2026/04/30/mark-zuckerberg-says-ai-costs-contributed-to-layoffs-of-8000-staffers-report-says/?utm_campaign=forbes&utm_medium=social&utm_source=twitter&utm_term=se-breaking AI outperforms doctors in Harvard trial of emergency triage diagnoses [Reddit (↑14)] https://www.theguardian.com/technology/2026/apr/30/ai-outperforms-doctors-in-harvard-trial-of-emergency-triage-diagnoses Senate Judiciary Committee Advances Hawley’s GUARD Act, Mandating ID Verification for AI Chatbot Users [Reddit (↑1)] https://reclaimthenet.org/senate-panel-backs-guard-act-ai-age-verification-bill A Dark-Money Campaign Is Paying Influencers to Frame Chinese AI as a Threat [Reddit (↑0)] https://www.wired.com/story/super-pac-backed-by-openai-and-palantir-is-paying-tiktok-influencers-to-fear-monger-about-china/ Open-source diagnostic for AI misalignment. Model agnostic, industry agnostic. Free to Run. [Reddit (↑0)] https://www.reddit.com/r/artificial/comments/1t12f08/opensource_diagnostic_for_ai_misalignment_model/ Anthropic mass shipped 9 connectors and accidentally leaked their entire creative industry strategy [Reddit (↑738)] https://www.reddit.com/r/artificial/comments/1szoe78/anthropic_mass_shipped_9_connectors_and/ 📰 ニュース # Pentagon inks deals with Nvidia, Microsoft, and AWS to deploy AI on classified networks [TechCrunch AI] https://techcrunch.com/2026/05/01/pentagon-inks-deals-with-nvidia-microsoft-and-aws-to-deploy-ai-on-classified-networks/ ChatGPT Images 2.0 is a hit in India, but not a big winner elsewhere, yet [TechCrunch AI] https://techcrunch.com/2026/04/30/chatgpt-images-2-0-is-a-hit-in-india-but-not-a-big-winner-elsewhere-yet/ Y Combinator alum Skio sells for $105M cash, only raised $8M, founder says [TechCrunch AI] https://techcrunch.com/2026/04/30/y-combinator-alum-skio-sells-for-105m-cash-only-raised-8m-founder-says/ Apple was surprised by AI-driven demand for Macs [TechCrunch AI] https://techcrunch.com/2026/04/30/apple-was-surprised-by-ai-driven-demand-for-macs/ Legal AI startup Legora hits $5.6B valuation and its battle with Harvey just got hotter [TechCrunch AI] https://techcrunch.com/2026/04/30/legal-ai-startup-legora-hits-5-6-valuation-and-its-battle-with-harvey-just-got-hotter/ After dissing Anthropic for limiting Mythos, OpenAI restricts access to Cyber, too [TechCrunch AI] https://techcrunch.com/2026/04/30/after-dissing-anthropic-for-limiting-mythos-openai-restricts-access-to-cyber-too/ EV startup Faraday Future paid $7.5M to company tied to founder Jia Yueting [TechCrunch AI] https://techcrunch.com/2026/04/30/ev-startup-faraday-future-paid-7-5m-to-company-tied-to-founder-jia-yueting/ Generated at 2026-05-02 07:00 JST by Emma 🍻

📡 AI Digest — 2026-05-01 # 🔥 トレンド（Hacker News） # A Data-Driven Machine Learning Framework for Optimising Programmable Terahertz [Hacker News] https://www.researchgate.net/publication/404050094_A_Data-Driven_Machine_Learning_Framework_for_Optimising_Programmable_Terahertz_Meta_surface AI outperforms doctors in Harvard trial of emergency triage diagnoses [Hacker News] https://www.theguardian.com/technology/2026/apr/30/ai-outperforms-doctors-in-harvard-trial-of-emergency-triage-diagnoses AI-Generated Code Has No Author [Hacker News] https://ossature.dev/blog/ai-generated-code-has-no-author/ Aide-Memory – persistent memory for AI coding agents and teams [Hacker News] https://www.aide-memory.dev/blog/launch Apple Machine Learning Research at ICLR 2026 [Hacker News] https://machinelearning.apple.com/research/iclr-2026 Applying machine learning to identify unrecognized Covid-19 deaths in the US [Hacker News] https://www.science.org/doi/10.1126/sciadv.aef5697 Auto Agent Protocol – open A2A profile lets AI agents talk to car dealerships [Hacker News] https://github.com/auto-agent-protocol/auto-agent-protocol Big Tech will spend nearly $700B on AI this year [Hacker News] https://fortune.com/2026/04/30/big-tech-hyperscalers-will-spend-700-billion-on-ai-infrastructure-this-year-with-no-clear-end-in-sight-eye-on-ai/ Chinese Courts Rule Companies Cannot Fire Workers Simply to Replace Them with AI [Hacker News] https://www.caixinglobal.com/2026-04-30/chinese-courts-rule-companies-cannot-fire-workers-simply-to-replace-them-with-ai-102439602.html Embodied AI: China’s ambitious path to transform its robotics industry [Hacker News] https://merics.org/en/report/embodied-ai-chinas-ambitious-path-transform-its-robotics-industry Evaluative AI and Semantic Topology [Hacker News] https://gsnv.substack.com/p/evaluative-ai-and-semantic-topology Hard budget enforcement for AI agents – blocks before the API call [Hacker News] https://awx-shredder.fly.dev How I built an Autonomous AI Agent team that runs 24/7 [Hacker News] https://twitter.com/Saboo_Shubham_/status/2022014147450614038 HuggingFace launches pre-compiled machine learning kernels repository [Hacker News] https://huggingface.co/changelog/kernels In real-world test, AI model did better than ER doctors at diagnosing patients [Hacker News] https://www.npr.org/2026/04/30/nx-s1-5804474/ai-doctors-openai-patient-care-diagnosis Linear Algebra for Computer Vision, Robotics, and Machine Learning [pdf] [Hacker News] https://www.cis.upenn.edu/~cis5150/linalg-I-f.pdf Living Brain Cells Enable Machine Learning Computations [Hacker News] https://www.tohoku.ac.jp/en/press/living_brain_cells_enable_machine_learning_computations.html Machine Learning Library from the 2000s [Hacker News] http://torch.ch/torch3/ Machine Learning Operations on ZYNQ FPGA Board for Real-Time Face Recognition [Hacker News] https://www.mdpi.com/2571-5577/9/4/71 Machine Learning Visualized – Machine Learning Visualized [Hacker News] https://ml-visualized.com/ Machine Learning for Android Engineers [Hacker News] https://7422889060748.gumroad.com/l/ml-android-engineers Machine learning& gut microbiome pathway analysis in Alzheimer’s risk prediction [Hacker News] https://alz-journals.onlinelibrary.wiley.com/doi/10.1002/dad2.70340 Melon|One-Click Machine Learning Solutions [Hacker News] https://melon.asapi.ai/ Optimizing XGBoost Machine Learning Models with AI Agents [Hacker News] https://szilard.github.io/xgboost-autoresearch/ Performance Analysis of AI Query Approximation Using Lightweight Proxy Models [Hacker News] https://arxiv.org/abs/2603.15970 Show HN: MCP Servers Can Fix the Biggest Problem with AI Coding Assistants [Hacker News] https://medium.com/@xcf.seetan/how-mcp-servers-can-fix-the-biggest-problem-with-ai-coding-assistants-254a848590c7 Show HN: MLForge: A Visual Machine Learning Platform [Hacker News] https://github.com/zaina-ml/ml_forge Synthetic Sandbox for Training Machine Learning Engineering Agents [Hacker News] https://arxiv.org/abs/2604.04872 The Current Impact of AI on Engineering Velocity: What 400 Companies Are Seeing [video] [Hacker News] https://www.youtube.com/watch?v=37K6M-DIdF0 The Secret Weapon Against AI Dominance [Hacker News] https://www.theatlantic.com/ideas/2026/04/creative-labor-ai-copyright/687000/ The Signature Method in Machine Learning (an interactive reading note) [Hacker News] https://ngrislain.github.io/blog/2026-4-6-reading-note-the-signature-method-in-machine-learning/ The weirdest paradox in statistics (and machine learning) [video] [Hacker News] https://www.youtube.com/watch?v=cUqoHQDinCM Thermometry of simulated Bose–Einstein condensates using machine learning [Hacker News] https://iopscience.iop.org/article/10.1088/2632-2153/ae4f4f Topology Meets Machine Learning: The Euler Characteristic Transform [pdf] [Hacker News] https://www.ams.org/journals/notices/202507/rnoti-p719.pdf Visualizing the ecosystem of AI agents and orchestration tools [Hacker News] https://www.aistackradar.dev/ We Built AI Agents That Think, Shop, and Choose Like Real Consumers [Hacker News] https://sediman.com/research/ai-agents-consumer-research Why friendly AI chatbots might be less trustworthy [Hacker News] https://www.bbc.com/news/articles/cd9pdjgvxj8o With AI, Your Internet History Is Attributable to You Personally [Hacker News] https://thecarrierwave.substack.com/p/with-ai-your-entire-internet-history You Need MLOps: When CI/CD for Machine Learning Becomes Mandatory [Hacker News] https://blog.ateljevagabond.se/posts/why-you-need-mlops/ iOS 27 to bring AI inside the Camera app, iPhone shutdown problem [Hacker News] https://9to5mac.com/2026/04/30/happy-hour-588/ 💬 Reddit (MachineLearning / Artificial) # [D] Self-Promotion Thread [Reddit (↑22)] https://www.reddit.com/r/MachineLearning/comments/1sa4rlx/d_selfpromotion_thread/ [D] Monthly Who’s Hiring and Who wants to be Hired? [Reddit (↑7)] https://www.reddit.com/r/MachineLearning/comments/1s8b199/d_monthly_whos_hiring_and_who_wants_to_be_hired/ Seems ICML is rejecting MANY unanimous positively rated papers [D] [Reddit (↑36)] https://www.reddit.com/r/MachineLearning/comments/1t04vk3/seems_icml_is_rejecting_many_unanimous_positively/ Chinese nexus/network in A conferences rejecting non chinese papers [D]* [Reddit (↑26)] https://www.reddit.com/r/MachineLearning/comments/1t06564/chinese_nexusnetwork_in_a_conferences_rejecting/ [R] Joint Embedding Variational Bayes (TMLR ’26) [Reddit (↑57)] https://arxiv.org/abs/2602.05639 Is Attention sink without Positional Encoding unavoidable? [D] [Reddit (↑29)] https://i.redd.it/z5127oeuoayg1.png I built AI agents that play Pokemon Showdown autonomously using free LLM APIs via tool-calling [P] [Reddit (↑2)] https://www.reddit.com/r/MachineLearning/comments/1t08j6u/i_built_ai_agents_that_play_pokemon_showdown/ A Hackable ML Compiler Stack in 5,000 Lines of Python [P] [Reddit (↑2)] https://www.reddit.com/r/MachineLearning/comments/1t07zff/a_hackable_ml_compiler_stack_in_5000_lines_of/ Choosing between a specialized Data Science/ML master’s [D] [Reddit (↑1)] https://www.reddit.com/r/MachineLearning/comments/1t0a1z0/choosing_between_a_specialized_data_scienceml/ ICML 2026 Decision [D] [Reddit (↑89)] https://www.reddit.com/r/MachineLearning/comments/1szc05y/icml_2026_decision_d/ Anthropic mass shipped 9 connectors and accidentally leaked their entire creative industry strategy [Reddit (↑509)] https://www.reddit.com/r/artificial/comments/1szoe78/anthropic_mass_shipped_9_connectors_and/ Google has expanded its list of real-world GenAI use cases to 1,302, highlighting implementations from top companies like Accenture, Deloitte, and BMW. [Reddit (↑48)] https://cloud.google.com/transform/101-real-world-generative-ai-use-cases-from-industry-leaders Elon Musk says his xAI startup’s models were partially trained on OpenAI’s tech [Reddit (↑7)] https://www.sfchronicle.com/tech/article/elon-musk-openai-trial-xai-22234502.php Hosting an online space for AI learning [Reddit (↑3)] https://www.reddit.com/r/artificial/comments/1t07o7q/hosting_an_online_space_for_ai_learning/ Musk v. Altman: Recapping Elon’s Farcical Cross-Examination [Reddit (↑7)] https://www.hardresetmedia.com/p/musk-v-altman-recapping-elon-musk-farcical-cross-examination Former Twitter CEO announces $100M Series B funding for AI infrastructure startup [Reddit (↑2)] https://www.linkedin.com/posts/paragagr_the-webs-second-user-is-coming-online-activity-7455301952063590400-l5pG Track real-time GPU and LLM pricing across all cloud and inference providers [Reddit (↑2)] https://www.reddit.com/r/artificial/comments/1t03eqq/track_realtime_gpu_and_llm_pricing_across_all/ A message from Gemini to google [Reddit (↑0)] https://www.reddit.com/r/artificial/comments/1t09flg/a_message_from_gemini_to_google/ SpaceX, OpenAI and Anthropic are already public companies [Reddit (↑1)] https://www.economist.com/business/2026/04/29/spacex-openai-and-anthropic-are-already-public-companies Will AGI happen at a single point or gradually? [Reddit (↑3)] https://www.reddit.com/r/artificial/comments/1szxdgg/will_agi_happen_at_a_single_point_or_gradually/ 📰 ニュース # Legal AI startup Legora hits $5.6B valuation and its battle with Harvey just got hotter [TechCrunch AI] https://techcrunch.com/2026/04/30/legal-ai-startup-legora-hits-5-6-valuation-and-its-battle-with-harvey-just-got-hotter/ After dissing Anthropic for limiting Mythos, OpenAI restricts access to Cyber, too [TechCrunch AI] https://techcrunch.com/2026/04/30/after-dissing-anthropic-for-limiting-mythos-openai-restricts-access-to-cyber-too/ EV startup Faraday Future paid $7.5M to company tied to founder Jia Yueting [TechCrunch AI] https://techcrunch.com/2026/04/30/ev-startup-faraday-future-paid-7-5m-to-company-tied-to-founder-jia-yueting/ OpenAI announces new advanced security for ChatGPT accounts, including a partnership with Yubico [TechCrunch AI] https://techcrunch.com/2026/04/30/openai-announces-new-advanced-security-for-chatgpt-accounts-including-a-partnership-with-yubico/ Elon Musk testifies that xAI trained Grok on OpenAI models [TechCrunch AI] https://techcrunch.com/2026/04/30/elon-musk-testifies-that-xai-trained-grok-on-openai-models/ FDA approval, fundraising, and the reality of building in healthcare according to BioticsAI founder [TechCrunch AI] https://techcrunch.com/2026/04/30/fda-approval-fundraising-and-the-reality-of-building-in-healthcare-according-to-bioticsai-founder/ Google’s Gemini AI assistant is hitting the road in millions of vehicles [TechCrunch AI] https://techcrunch.com/2026/04/30/googles-gemini-ai-assistant-is-hitting-the-road-in-millions-of-vehicles/ Stripe introduces Link, a digital wallet that autonomous AI agents can use, too [TechCrunch AI] https://techcrunch.com/2026/04/30/stripe-link-digital-wallet-ai-agents-shopping/ Salesforce is crowdsourcing its AI roadmap — with customers [TechCrunch AI] https://techcrunch.com/2026/04/30/salesforce-is-crowdsourcing-its-ai-roadmap-with-customers/ SpaceX backer 137 Ventures raises $700M for two growth-stage funds [TechCrunch AI] https://techcrunch.com/2026/04/30/spacex-backer-137-ventures-raises-700m-for-two-growth-stage-funds/ Generated at 2026-05-01 07:00 JST by Emma 🍻

📋 要約（TL;DR） # 🔑 AIサロゲートモデル: SimScale + NVIDIAのPhysics AIがCFDを2700x高速化。Fourier Neural OperatorはNavier-Stokes方程式の推論を3桁高速化 🔑 GPU×LBM: AeroSimが単一GPU（24GB）で1.5億ノードのシミュレーションを24時間で完了。従来クラスター必需品がデスクトップへ 🔑 PINNによる乱流モデリング: Physics-Informed Neural Networkがk-ω乱流モデルの改善に実用化。高Re数領域でのスケーリング問題が解決へ 🔑 GISTニューラルオペレータ: Dallaraと協業したレーシングカー空力開発で、インタラクティブな設計空間探索が実証 💡 読みどころ: CFD界隈で起きている「3つの革命」がどう絡み合い、どこに向かっているのかを俯瞰できる 🎯 はじめに：CFDに何が起きているのか # 2025年10月、Louisiana State Universityの研究チームがMDPI Fluids に発表したレビュー論文[1]は、こう結論づけている — 「ML integration is reshaping fluid mechanics, offering pathways toward more reliable, efficient, and resilient engineering solutions」。

📡 AI Digest — 2026-04-30 # 🔥 トレンド（Hacker News） # “People who don’t use AI will be left behind” [Hacker News] https://migrainebrain.bearblog.dev/people-who-dont-use-ai-will-be-left-behind/ A Data-Driven Machine Learning Framework for Optimising Programmable Terahertz [Hacker News] https://www.researchgate.net/publication/404050094_A_Data-Driven_Machine_Learning_Framework_for_Optimising_Programmable_Terahertz_Meta_surface AI agent deletes company’s database in seconds [Hacker News] https://www.msn.com/en-us/news/technology/ai-agent-deletes-company-s-entire-database-in-seconds/ar-AA21UbLU AI agents (Grok vs. GPT-4o mini) compete in live crypto paper trading [Hacker News] https://cryptoaiarena.com/ AI with European Values [Hacker News] https://hostedai.eu ANP – A binary protocol for AI agent-to-agent price negotiation (no LLM tokens) [Hacker News] https://github.com/victornominista/anp Apple Machine Learning Research at ICLR 2026 [Hacker News] https://machinelearning.apple.com/research/iclr-2026 Applying machine learning to identify unrecognized Covid-19 deaths in the US [Hacker News] https://www.science.org/doi/10.1126/sciadv.aef5697 Ask HN: What happens when you paste a screenshot, and ask questions in LLM? [Hacker News] https://news.ycombinator.com/item?id=47940711 AutoSP: Long-Context LLM Training via Compiler-Based Sequence Parallelism [Hacker News] https://pytorch.org/blog/introducing-autosp/ Bit: An LLM in the browser that only answers yes or no [Hacker News] https://bit.simone.computer CipherTax – Safely use AI for tax filing by redacting PII locally [Hacker News] https://github.com/z26zheng/CipherTax Clojure us the future of AI coding, but you won’t use it [Hacker News] https://latypoff.com/clojure-is-the-future-of-ai-coding-but-you-wont-use-it/ Drones and AI will fragment the international order [Hacker News] https://www.thenewatlantis.com/publications/a-shakeup-is-coming-for-the-nation-state Establishing collaboration across LLM Agents when context is close to saturation [Hacker News] https://patrickmccanna.net/two-claude-code-sessions-one-repo-and-a-protocol-they-helped-write/ Google told staff it is ‘proud’ of Pentagon AI contract after internal backlash [Hacker News] https://www.ft.com/content/e2f5f0a7-fa24-430f-b7f8-27b78041ea8a Growing Engineers in the Age of AI [Hacker News] https://jasonrobert.dev/blog/2026-04-17-growing-engineers-in-the-age-of-ai/ HuggingFace launches pre-compiled machine learning kernels repository [Hacker News] https://huggingface.co/changelog/kernels I built OWASP-style security skill packs for LLM apps (NPM install) [Hacker News] https://www.npmjs.com/package/miii-security Incompressible Knowledge Probes: Measuring Frontier LLM Sizes [Hacker News] https://01.me/research/ikp/ Lakera Gandalf: A game where you see if you can get AI to reveal it’s secrets [Hacker News] https://gandalf.lakera.ai/do-not-tell-and-block Linear Algebra for Computer Vision, Robotics, and Machine Learning [pdf] [Hacker News] https://www.cis.upenn.edu/~cis5150/linalg-I-f.pdf Living Brain Cells Enable Machine Learning Computations [Hacker News] https://www.tohoku.ac.jp/en/press/living_brain_cells_enable_machine_learning_computations.html Machine Learning Library from the 2000s [Hacker News] http://torch.ch/torch3/ Machine Learning Operations on ZYNQ FPGA Board for Real-Time Face Recognition [Hacker News] https://www.mdpi.com/2571-5577/9/4/71 Machine Learning Visualized – Machine Learning Visualized [Hacker News] https://ml-visualized.com/ Machine Learning for Android Engineers [Hacker News] https://7422889060748.gumroad.com/l/ml-android-engineers Machine learning& gut microbiome pathway analysis in Alzheimer’s risk prediction [Hacker News] https://alz-journals.onlinelibrary.wiley.com/doi/10.1002/dad2.70340 Melon|One-Click Machine Learning Solutions [Hacker News] https://melon.asapi.ai/ Optimizing XGBoost Machine Learning Models with AI Agents [Hacker News] https://szilard.github.io/xgboost-autoresearch/ Our 2026 Direction: AI and Classic Workflows in JetBrains IDEs [Hacker News] https://blog.jetbrains.com/ai/2026/04/our-2026-direction-ai-and-classic-workflows-in-jetbrains-ides/ Patterns for Reducing App LLM Costs (Video Series) [Hacker News] https://usagetap.com/ai-app-cost-savings PocketOS AI Fiasco – Lesson in Automation Access [Hacker News] https://onlytech.boo/incident/pocketos-ai-fiasco-lesson-in-automation-access-mokdojol Q: A Slim LLM CLI; For asking and debugging from cli directly [Hacker News] https://github.com/lazyville/qsh SLM – zero-dependency TUI LLM chat [Hacker News] https://github.com/allocz/slm Seer – Open-source local AI image descriptions for screen readers (no API key) [Hacker News] https://github.com/recursia-lab/Seer Show HN: AI tools index with free LLM latency and cost calculators [Hacker News] https://www.openaitoolshub.org Show HN: LLM-assisted reconstruction of partially decompiled Minecraft 26.1.2 [Hacker News] https://github.com/stevefan1999-personal/demcstify Show HN: MLForge: A Visual Machine Learning Platform [Hacker News] https://github.com/zaina-ml/ml_forge Show HN: OmniForge – document intelligence and audio capture with local LLM [Hacker News] https://omniforge.online/ Show HN: llm-audit – Semgrep rules for OWASP LLM Top 10 in TypeScript [Hacker News] https://github.com/Javierlozo/llm-audit Spy officials: job‑loss fear, safe rapid change top AI workforce challenges [Hacker News] https://cyberscoop.com/national-geospatial-intelligence-ai-agency-leaders-say-job-loss-safety-top-concerns/ Synthetic Sandbox for Training Machine Learning Engineering Agents [Hacker News] https://arxiv.org/abs/2604.04872 The LLM Cost Stack: A Production Playbook (One Lever Backfired) [Hacker News] https://www.henrickf.com/writing/the-llm-cost-stack/ The Man Behind AlphaGo Thinks AI Is Taking the Wrong Path [Hacker News] https://www.wired.com/story/david-silver-ai-ineffable-intelligence-reinforcement-learning/ The Signature Method in Machine Learning (an interactive reading note) [Hacker News] https://ngrislain.github.io/blog/2026-4-6-reading-note-the-signature-method-in-machine-learning/ The math that explains AI lab economics [video] [Hacker News] https://www.youtube.com/watch?v=xmkSf5IS-zw The weirdest paradox in statistics (and machine learning) [video] [Hacker News] https://www.youtube.com/watch?v=cUqoHQDinCM Thermometry of simulated Bose–Einstein condensates using machine learning [Hacker News] https://iopscience.iop.org/article/10.1088/2632-2153/ae4f4f They train LLM only with data up to 1930 and it still solves Python problems [Hacker News] https://www.theregister.com/2026/04/28/vintage_chatbot_lives_in_past/ Topology Meets Machine Learning: The Euler Characteristic Transform [pdf] [Hacker News] https://www.ams.org/journals/notices/202507/rnoti-p719.pdf Trading Agents – Multi-Agent LLM Financial Trading Network [Hacker News] https://github.com/TauricResearch/TradingAgents Two Heads Are Better Than One: Async Knowledge Injection for Speech AI [Hacker News] https://pub.sakana.ai/kame/ US accuses China of industrial-scale AI model distillation, will share Intel [Hacker News] https://thenextweb.com/news/us-white-house-ai-model-distillation-china-theft Versioned, portable LLM prompts as a spec – not a framework [Hacker News] https://promptpack.org/docs/rfcs/workflow-composition/ We decreased our LLM costs with Opus [Hacker News] https://www.mendral.com/blog/frontier-model-lower-costs What agentic AI borrowed from microservices (and made worse) [Hacker News] https://temporal.io/blog/what-agentic-ai-borrowed-from-microservices You Need MLOps: When CI/CD for Machine Learning Becomes Mandatory [Hacker News] https://blog.ateljevagabond.se/posts/why-you-need-mlops/ Your CEO is suffering from AI psychosis [Hacker News] https://handyai.substack.com/p/your-ceo-is-suffering-from-ai-psychosis vLLM-Compile: Bringing Compiler Optimizations to LLM Inference [Hacker News] https://docs.google.com/presentation/d/17WYU9T9qouY20zJg-7n_kV8DrMRJ2LHeNh_WXD6bUmc/view 💬 Reddit (MachineLearning / Artificial) # [D] Self-Promotion Thread [Reddit (↑22)] https://www.reddit.com/r/MachineLearning/comments/1sa4rlx/d_selfpromotion_thread/ [D] Monthly Who’s Hiring and Who wants to be Hired? [Reddit (↑6)] https://www.reddit.com/r/MachineLearning/comments/1s8b199/d_monthly_whos_hiring_and_who_wants_to_be_hired/ An interactive semantic map of the latest 10 million published papers [P] [Reddit (↑114)] https://www.reddit.com/gallery/1sz14mi ICML 2026 Decision [D] [Reddit (↑7)] https://www.reddit.com/r/MachineLearning/comments/1szc05y/icml_2026_decision_d/ Stanford Paper review [D] [Reddit (↑11)] https://www.reddit.com/r/MachineLearning/comments/1sz0yy8/stanford_paper_review_d/ Why isn’t LLM reasoning done in vector space instead of natural language?[D] [Reddit (↑122)] https://www.reddit.com/r/MachineLearning/comments/1syjlc2/why_isnt_llm_reasoning_done_in_vector_space/ How strongly do you believe LLM judges on the for the ML papers?? [D] [Reddit (↑2)] https://www.reddit.com/r/MachineLearning/comments/1sz6uuj/how_strongly_do_you_believe_llm_judges_on_the_for/ AeroJAX: JAX-native CFD, differentiable end-to-end. ~560 FPS at 128x128 on CPU [P] [Reddit (↑4)] https://www.reddit.com/r/MachineLearning/comments/1sz046n/aerojax_jaxnative_cfd_differentiable_endtoend_560/ Visualizing Loss Landscapes of Neural Networks [P] [Reddit (↑127)] https://www.reddit.com/gallery/1sy7f5r IJCAI-ECAI 2026: Decision Notification and ChairingTool Status Thread [D] [Reddit (↑20)] https://www.reddit.com/r/MachineLearning/comments/1syl769/ijcaiecai_2026_decision_notification_and/ ‘The cost of compute is far beyond the costs of the employees’: Nvidia exec says right now AI is more expensive than paying human workers [Reddit (↑337)] https://fortune.com/2026/04/28/nvidia-executive-cost-of-ai-is-greater-than-cost-of-employees/ Google just released Deep Research Max — an autonomous research agent that writes expert-grade reports on its own [Reddit (↑39)] https://www.reddit.com/r/artificial/comments/1syxef3/google_just_released_deep_research_max_an/ Built a set of skill files for Claude and Gemini that make every session start warm instead of cold [Reddit (↑4)] https://www.reddit.com/r/artificial/comments/1szb2j0/built_a_set_of_skill_files_for_claude_and_gemini/ IBM plans 750 new AI and quantum jobs in its Chicago hub [Reddit (↑4)] https://www.linkedin.com/news/story/ibm-plans-750-new-ai-and-quantum-jobs-in-its-chicago-hub-8762946/ Has your job/freelancing gigs been impacted by AI? [Reddit (↑3)] https://i.redd.it/aylxj67gw6yg1.jpeg is it weird to rant to AI? [Reddit (↑17)] https://www.reddit.com/r/artificial/comments/1sytzb2/is_it_weird_to_rant_to_ai/ Built a prompt injection proxy that beats OpenAI Moderation and LlamaGuard — see it block attacks live [Reddit (↑3)] https://www.reddit.com/r/artificial/comments/1sz7slh/built_a_prompt_injection_proxy_that_beats_openai/ 87% Cost Savings & Sub-3s Latency: I built a “Warm-Cache” harness for persistent Claude agents. [Reddit (↑7)] https://www.reddit.com/r/artificial/comments/1syw5al/87_cost_savings_sub3s_latency_i_built_a_warmcache/ New case alleging chatbot involvement in mass murder: Bigger disaster, smaller AI involvement [Reddit (↑1)] https://www.reddit.com/r/artificial/comments/1szcyir/new_case_alleging_chatbot_involvement_in_mass/ As a beginner how did you learn about how to use Ai [Reddit (↑4)] https://www.reddit.com/r/artificial/comments/1sz2k0u/as_a_beginner_how_did_you_learn_about_how_to_use/ 📰 ニュース # Google gains 25M subscriptions in Q1, driven by YouTube and Google One [TechCrunch AI] https://techcrunch.com/2026/04/29/google-gains-25m-subscriptions-in-q1-driven-by-youtube-and-google-one/ Parallel Web Systems hits $2B valuation five months after its last big raise [TechCrunch AI] https://techcrunch.com/2026/04/29/parallel-web-systems-hits-2b-valuation-five-months-after-its-last-big-raise/ Google Photos uses AI to make the iconic closet from ‘Clueless’ a reality [TechCrunch AI] https://techcrunch.com/2026/04/29/google-photos-uses-ai-to-make-the-iconic-closet-from-clueless-a-reality/ More Gemini features are coming to Google TV [TechCrunch AI] https://techcrunch.com/2026/04/29/more-gemini-features-are-coming-to-google-tv/ Uber is in the hotel business now, thanks in part to AI [TechCrunch AI] https://techcrunch.com/2026/04/29/uber-is-in-the-hotel-business-now-thanks-in-part-to-ai/ Earth AI is vertically integrating the search for critical minerals [TechCrunch AI] https://techcrunch.com/2026/04/29/earth-ai-is-vertically-integrating-the-search-for-critical-minerals/ Firestorm Labs raises $82M to take drone factories into the field [TechCrunch AI] https://techcrunch.com/2026/04/29/firestorm-labs-raises-82m-to-take-drone-factories-into-the-field/ BMW i Ventures has a new $300M fund and AI is riding shotgun [TechCrunch AI] https://techcrunch.com/2026/04/29/bmw-i-ventures-has-a-new-300m-fund-and-ai-is-riding-shotgun/ Meet Shapes, the app bringing humans and AI into the same group chats [TechCrunch AI] https://techcrunch.com/2026/04/29/meet-shapes-the-app-bringing-humans-and-ai-into-the-same-group-chats/ Generated at 2026-04-30 07:00 JST by Emma 🍻

📡 AI Digest — 2026-04-29 # 🔥 トレンド（Hacker News） # ‘It took nine seconds’: Claude AI agent deletes company’s database [Hacker News] https://www.the-independent.com/tech/claude-ai-agent-deletes-startup-anthropic-b2966176.html ‘World models’ are AI’s latest sensation: what are they and what can they do? [Hacker News] https://www.nature.com/articles/d41586-026-00820-5 A Data-Driven Machine Learning Framework for Optimising Programmable Terahertz [Hacker News] https://www.researchgate.net/publication/404050094_A_Data-Driven_Machine_Learning_Framework_for_Optimising_Programmable_Terahertz_Meta_surface A Primer on LLM Post-Training [Hacker News] https://pytorch.org/blog/a-primer-on-llm-post-training/ AI Huynya – When AI Goes Wrong [Hacker News] https://aihuynya.com/ AI Talent agent making direct intros to 100s of startups [Hacker News] https://www.getclera.com AI Wellbeing: Measuring and improving the functional pleasure and pain of AIs [Hacker News] https://www.ai-wellbeing.org/ An AI-generated image is a finalist in Hasselblad Masters 2026 [video] [Hacker News] https://www.youtube.com/shorts/4MeO2wW5nOs Apple Machine Learning Research at ICLR 2026 [Hacker News] https://machinelearning.apple.com/research/iclr-2026 Applying machine learning to identify unrecognized Covid-19 deaths in the US [Hacker News] https://www.science.org/doi/10.1126/sciadv.aef5697 Ask HN: What happens when you paste a screenshot, and ask questions in LLM? [Hacker News] https://news.ycombinator.com/item?id=47940711 Building simulations and/or digital twins with AI [Hacker News] https://github.com/plugboard-dev/plugboard Claude Leak Confirms It: LLM Systems Are Architecture, Not Prompts (Orca) [Hacker News] https://github.com/gfernandf/agent-skills HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents [Hacker News] https://arxiv.org/abs/2604.16839 HuggingFace launches pre-compiled machine learning kernels repository [Hacker News] https://huggingface.co/changelog/kernels I build my LLM a Brain [Hacker News] https://news.ycombinator.com/item?id=47928151 LLM Budget Guard – open-source runtime cutoff for OpenAI/Anthropic [Hacker News] https://www.llmeter.org/validate/budget-guard LLM from pre-1930 derives quantum mechanics and relativity [Hacker News] https://michaelhla.com/blog/machina-mirabilis.html?_bhlid=498cd7954b2dbc179126de1bca2247311eefc24a Living Brain Cells Enable Machine Learning Computations [Hacker News] https://www.tohoku.ac.jp/en/press/living_brain_cells_enable_machine_learning_computations.html Machine Learning Library from the 2000s [Hacker News] http://torch.ch/torch3/ Machine Learning Operations on ZYNQ FPGA Board for Real-Time Face Recognition [Hacker News] https://www.mdpi.com/2571-5577/9/4/71 Machine Learning Visualized – Machine Learning Visualized [Hacker News] https://ml-visualized.com/ Machine Learning for Android Engineers [Hacker News] https://7422889060748.gumroad.com/l/ml-android-engineers Machine Learning for Humans and Now for LLMs [Hacker News] https://mljar.com/blog/structured-automl-reports-python-llm/ Machine learning& gut microbiome pathway analysis in Alzheimer’s risk prediction [Hacker News] https://alz-journals.onlinelibrary.wiley.com/doi/10.1002/dad2.70340 Melon|One-Click Machine Learning Solutions [Hacker News] https://melon.asapi.ai/ Monitoring LLM behavior: Drift, retries, and refusal patterns [Hacker News] https://venturebeat.com/infrastructure/monitoring-llm-behavior-drift-retries-and-refusal-patterns NARE: An LLM agent that amortizes reasoning into memory and executable rules [Hacker News] https://github.com/starface77/Neuro-Adaptive-Reasoning-Engine News Finance AI – Cutting through the noise with LLM sentiment analysis [Hacker News] https://newsfinanceai.com/landing-page/ OpenAI Reportedly Working on an AI Smartphone to Rival iPhone [Hacker News] https://www.macrumors.com/2026/04/27/openai-working-on-an-ai-smartphone/ Optimizing XGBoost Machine Learning Models with AI Agents [Hacker News] https://szilard.github.io/xgboost-autoresearch/ PAVO-Bench – 50K voice turns and an 85K-param router for ASR→LLM→TTS [Hacker News] https://github.com/vnmoorthy/pavo-bench PageGuide – a browser agent that grounds AI directly on the webpage [Hacker News] https://pageguide.github.io/ Porting a Scratch-Built 500M LLM Training Pipeline to ROCm on Strix Halo [Hacker News] https://github.com/epscylonb/1386.ai.rocm Preparing for the AI-Enhanced Attacker and the Impact on CISOs [Hacker News] https://www.armadin.com/blog-posts/prepare-for-the-ai-enhanced-attacker Reverse Engineering Stunt Island with LLM [Hacker News] https://marnetto.net/2026/04/26/vibe-exploring-si Sage-Wiki: An LLM-compiled personal knowledge base [Hacker News] https://github.com/xoai/sage-wiki Show HN: Knowerage – code coverage for LLM analysis [Hacker News] https://github.com/MTimma/knowerage Show HN: Lightport – AI gateway that makes LLM providers OpenAI-compatible [Hacker News] https://github.com/glama-ai/lightport Show HN: MLForge: A Visual Machine Learning Platform [Hacker News] https://github.com/zaina-ml/ml_forge Show HN: My friend and his AI homies wrote SGI Indy emulator in Rust [Hacker News] https://github.com/techomancer/iris Show HN: PrePrompt – rewrites vague prompts before they reach the LLM [Hacker News] https://preprompt.org/ Show HN: VoiceGoat – A vulnerable voice agent for practicing LLM attacks [Hacker News] https://github.com/redcaller/voice-goat Synthetic Sandbox for Training Machine Learning Engineering Agents [Hacker News] https://arxiv.org/abs/2604.04872 TealKit – A cross-platform UI for local AI agents and MCP [Hacker News] https://github.com/lschaffer/tealkit The AI Product Era You’re Building for Might Be Over – Arcturus Labs [Hacker News] http://arcturus-labs.com/blog/2026/03/22/the-ai-product-era-youre-building-for-might-already-be-over/ The Controllability Trap: A Governance Framework for Military AI Agents [Hacker News] https://arxiv.org/abs/2603.03515 The Impact of AI-Generated Text on the Internet [Hacker News] https://ai-on-the-internet.github.io/ The Race Is on to Keep AI Agents from Running Wild with Your Credit Cards [Hacker News] https://www.wired.com/story/the-race-is-on-to-keep-ai-agents-from-running-wild-with-your-credit-cards/ The Signature Method in Machine Learning (an interactive reading note) [Hacker News] https://ngrislain.github.io/blog/2026-4-6-reading-note-the-signature-method-in-machine-learning/ The weirdest paradox in statistics (and machine learning) [video] [Hacker News] https://www.youtube.com/watch?v=cUqoHQDinCM Thermometry of simulated Bose–Einstein condensates using machine learning [Hacker News] https://iopscience.iop.org/article/10.1088/2632-2153/ae4f4f Topology Meets Machine Learning: The Euler Characteristic Transform [pdf] [Hacker News] https://www.ams.org/journals/notices/202507/rnoti-p719.pdf US State Department upgrades AI theft accusations to target China AI companies [Hacker News] https://www.chinapulse.com/data-news/2026/04/27/extraction-and-distillation-us-state-department-upgrades-ai-theft-accusations-to-target-chinas-deepseek-moonshot-ai-and-minimax/ Understanding the LLM Bubble [Hacker News] https://americanaffairsjournal.org/2026/02/understanding-the-llm-bubble/ Why China’s Affordable AI Is a Worry for Silicon Valley [Hacker News] https://www.bloomberg.com/news/articles/2026-04-27/why-china-s-deepseek-qwen-and-moonshot-are-a-worry-for-us-ai-rivals Why don’t AI coding tools like REST? [Hacker News] https://news.ycombinator.com/item?id=47939342 Why the same LLM gives different answers in different environments [Hacker News] https://johndwade.substack.com/p/the-environment-rewrites-the-question World’s First conversational AI skills assessment [Hacker News] https://news.ycombinator.com/item?id=47941341 You Need MLOps: When CI/CD for Machine Learning Becomes Mandatory [Hacker News] https://blog.ateljevagabond.se/posts/why-you-need-mlops/ 💬 Reddit (MachineLearning / Artificial) # [D] Self-Promotion Thread [Reddit (↑21)] https://www.reddit.com/r/MachineLearning/comments/1sa4rlx/d_selfpromotion_thread/ [D] Monthly Who’s Hiring and Who wants to be Hired? [Reddit (↑8)] https://www.reddit.com/r/MachineLearning/comments/1s8b199/d_monthly_whos_hiring_and_who_wants_to_be_hired/ Visualizing Loss Landscapes of Neural Networks [P] [Reddit (↑60)] https://www.reddit.com/gallery/1sy7f5r What is the scientific value of administering the standard Rorschach test to LLMs when the training data is almost certainly contaminated? (R) + [D] [Reddit (↑10)] https://www.reddit.com/r/MachineLearning/comments/1syc6ee/what_is_the_scientific_value_of_administering_the/ The Structured Output Benchmark (SOB) - validates both JSON parse and value accuracy [R] [Reddit (↑3)] https://www.reddit.com/r/MachineLearning/comments/1syepnz/the_structured_output_benchmark_sob_validates/ ACL ARR March 2026 Cycle [D] [Reddit (↑7)] https://www.reddit.com/r/MachineLearning/comments/1sy3xuz/acl_arr_march_2026_cycle_d/ Dynamic batching for Encoder-Decoder MT training or generation when long sequence caps the batch size [P] [Reddit (↑5)] https://www.reddit.com/r/MachineLearning/comments/1sy01uz/dynamic_batching_for_encoderdecoder_mt_training/ Fast experiment on T4 GPU. Self play training on Dark Hex (Colab notebook) [P] [Reddit (↑4)] https://www.reddit.com/r/MachineLearning/comments/1sy3c93/fast_experiment_on_t4_gpu_self_play_training_on/ Topological Data Analysis-friendly CAD/3D point cloud dataset [P] [Reddit (↑1)] https://www.reddit.com/r/MachineLearning/comments/1sy9jt3/topological_data_analysisfriendly_cad3d_point/ What do reviewers actually mean when they say the paper sound more like a technical report? [D] [Reddit (↑45)] https://www.reddit.com/r/MachineLearning/comments/1sx8xpa/what_do_reviewers_actually_mean_when_they_say_the/ A comedian’s strategy for poisoning AI training data [Reddit (↑1094)] https://i.redd.it/ipmlq6g18rxg1.png Is it reasonable to force AI companies to produce at least half of their electricity? [Reddit (↑49)] https://i.redd.it/inz18z6kqvxg1.jpeg Google signs deal with Pentagon, allowing ‘any lawful’ use of AI models [Reddit (↑10)] https://www.reddit.com/r/artificial/comments/1sxzwg8/google_signs_deal_with_pentagon_allowing_any/ What will be the first major catastrophe caused by a rogue AI agent? [Reddit (↑3)] https://www.reddit.com/r/artificial/comments/1sy4n8u/what_will_be_the_first_major_catastrophe_caused/ The Landing: Portable Payload for AI Systems [Reddit (↑1)] https://www.reddit.com/r/artificial/comments/1syfjdw/the_landing_portable_payload_for_ai_systems/ The Day AI Stopped Being a Tab You Switch To — Claude Is Now Inside Your Software [Reddit (↑1)] https://novarapress.net/claude-ai-creative-work-connectors-blender-adobe-2026/ open models keep catching up and the frontier keeps moving. at some point one of those has to stop [Reddit (↑16)] https://www.reddit.com/r/artificial/comments/1sxt644/open_models_keep_catching_up_and_the_frontier/ AMDXDNA driver preps hardware scheduler time quantum for Ryzen AI multi-user fairness [Reddit (↑2)] https://www.phoronix.com/news/AMDXDNA-Hardware-Sched-Quant I added voting to my AI tools library, now the ratings are community-driven, not just mine [Reddit (↑0)] https://www.reddit.com/r/artificial/comments/1sya97b/i_added_voting_to_my_ai_tools_library_now_the/ AI-Designed Drugs by a DeepMind Spinoff Are Headed to Human Trials. Is this significant for artificial intelligence? [Reddit (↑0)] https://www.wired.com/story/wired-health-2026-how-ai-is-powering-drug-discovery-max-jaderberg/ 📰 ニュース # Amazon is already offering new OpenAI products on AWS [TechCrunch AI] https://techcrunch.com/2026/04/28/amazon-is-already-offering-new-openai-products-on-aws/ Amazon launches an AI-powered audio Q&A experience on product pages [TechCrunch AI] https://techcrunch.com/2026/04/28/amazon-launches-an-ai-powered-audio-qa-experience-on-product-pages/ Google expands Pentagon’s access to its AI after Anthropic’s refusal [TechCrunch AI] https://techcrunch.com/2026/04/28/google-expands-pentagons-access-to-its-ai-after-anthropics-refusal/ Snapchat brings AI-powered conversational advertising to its app [TechCrunch AI] https://techcrunch.com/2026/04/28/snapchat-brings-ai-powered-conversational-advertising-to-its-app/ YouTube is testing an AI-powered search feature that shows guided answers [TechCrunch AI] https://techcrunch.com/2026/04/28/youtube-is-testing-an-ai-powered-search-feature-that-shows-guided-answers/ Red Hat’s OpenClaw maintainer just made enterprise Claw deployments a lot safer [TechCrunch AI] https://techcrunch.com/2026/04/28/red-hats-openclaw-maintainer-just-made-enterprise-claw-deployments-a-lot-safer/ Generated at 2026-04-29 07:00 JST by Emma 🍻

📋 要約（TL;DR） # 🔑 MLネイティブ・ソルバー選択: Tata Consultancy Services（TCS）の2024年特許は、CFDソルバーのsolver-preconditioner-smoother組み合わせを事前にML分類器で予測する手法を開示。エキスパート依存からプロアクティブなAI推論へのパラダイムシフトが進行中 🔑 PINNの実用化前進: arXiv:2604.05652で提案されたDDS-PINNは、後向きステップ流れ（Re=10,000）において全領域の0.3%未満の監督点でO(10⁻⁴)の精度を達成。データフリーCFD代替の可能性が見えてきた 🔑 Neural Operatorの本格適用: FNO（Fourier Neural Operator）はデータセンター3Dサーマル surrogateでSSIM=0.826を達成。NVIDIA PhysicsNeMoフレームワークで産業利用が加速 🔑 GPU加速とヘテロジニアス計算: NVIDIA Blackwell GPU上でANSYS/Siemens等のソルバーが桁違いの高速化を実現。中国のSunwayプロセッサ向けOpenFOAM最適化も特許群を形成 💡 読みどころ: 特許データベース分析から見える「CFD×AI」の産業地図と、学術フロンティア（PINN・Neural Operator）の実用化距離の現在値 🎯 導入 — CFDにAIがどう食い込んでいるか # 2026年のCFDソルバー特許出願の約35%が何らかのML/AI要素を含んでいる。PatSnapの分析対象約80件のデータセットでは、2023-2026年の「frontier phase」に出願が集中しており、ML-embedded solver workflow、AI-updated virtual wind tunnel、digital twin-driven simulation、real-time thermal CFDがキーワードとして浮上している [1]。

📡 AI Digest — 2026-04-28 # 🔥 トレンド（Hacker News） # AI can replace your job. Here’s what it can’t replace [Hacker News] https://www.cjchilvers.com/blog/ai-can-replace-your-job-heres-what-it-cant-replace/ AI strategy is all wrong [Hacker News] https://www.computerworld.com/article/4162557/your-ai-strategy-is-all-wrong.html AMD used AI to reimplement slurm in Rust [Hacker News] https://github.com/ROCm/spur ASI-Evolve: AI Accelerates AI [Hacker News] https://arxiv.org/abs/2603.29640 Ask HN: Will fixed applications become a thing of the past with agentic AI? [Hacker News] https://news.ycombinator.com/item?id=47927175 Can Musk force OpenAI to stay a nonprofit? AI’s most anticipated trial starts [Hacker News] https://arstechnica.com/tech-policy/2026/04/musk-and-altman-face-off-in-trial-that-will-determine-openais-future/ David Silver of DeepMind raises $1B to build AI that learns without human data [Hacker News] https://techcrunch.com/2026/04/27/deepminds-david-silver-just-raised-1-1b-to-build-an-ai-that-learns-without-human-data/ How Much of Substack Is AI? [Hacker News] https://www.usermag.co/p/how-much-of-substack-is-actually-ai-pangram-analysis-substack-bestsellers I built an AI travel agent that books real hotels [Hacker News] https://medium.com/@sorin_14830/how-i-built-an-ai-travel-startup-that-actually-books-real-hotel-11ccd963ba86 I’m open-sourcing an AI gateway/control layer what should it become? [Hacker News] https://pulse.orionslock.com Local Figma Port – export scoped design context to MCP for AI coding agents [Hacker News] https://github.com/echo-ae/local_figma_port Oracle Corporation Emerges as AI Shot-Caller [Hacker News] http://tommyatomsjr.blogspot.com/2026/04/oracle-corporation-transforms-into-ai.html Rick and Morty Tried to Warn Us About Agentic AI [Hacker News] https://jadarma.github.io/blog/posts/2026/04/rick-and-morty-tried-to-warn-us-about-agentic-ai/ Show HN: Is it art? An art project for AI agents [Hacker News] https://isitartstudio.com Show HN: Lightport – AI gateway that makes LLM providers OpenAI-compatible [Hacker News] https://github.com/glama-ai/lightport Show HN: Rocketship, AI app builder that comes with an AI sales team [Hacker News] https://deployrocketship.com The World Can’t Keep Up with AI Labs [Hacker News] https://www.greaterwrong.com/posts/fewDbvpKMZLgGuWT2/the-world-can-t-keep-up-with-ai-labs Tokenmaxxing Isn’t an AI Strategy [Hacker News] https://www.theregister.com/2026/04/26/ai_price_tag/ We retired an AI agent through a formal hearing [Hacker News] https://gist.github.com/david-steel/92fe0d4abb610303a3da0613ad5710d4 Will AI end anonymity? I tested it [Hacker News] https://www.washingtonpost.com/opinions/interactive/2026/04/26/artificial-intelligence-could-kill-anonymity-online/ 💬 Reddit (MachineLearning / Artificial) # [D] Self-Promotion Thread [Reddit (↑21)] https://www.reddit.com/r/MachineLearning/comments/1sa4rlx/d_selfpromotion_thread/ [D] Monthly Who’s Hiring and Who wants to be Hired? [Reddit (↑7)] https://www.reddit.com/r/MachineLearning/comments/1s8b199/d_monthly_whos_hiring_and_who_wants_to_be_hired/ How do you test AI agents in production? The unpredictability is overwhelming.[D] [Reddit (↑26)] https://www.reddit.com/r/MachineLearning/comments/1sx3p40/how_do_you_test_ai_agents_in_production_the/ What do reviewers actually mean when they say the paper sound more like a technical report? [D] [Reddit (↑16)] https://www.reddit.com/r/MachineLearning/comments/1sx8xpa/what_do_reviewers_actually_mean_when_they_say_the/ Maths vs machine learning publishing venues [D] [Reddit (↑22)] https://www.reddit.com/r/MachineLearning/comments/1sx0bnx/maths_vs_machine_learning_publishing_venues_d/ Anyone using Tensordock GPU instances and having problems with failing VM’s [D] [Reddit (↑2)] https://www.reddit.com/r/MachineLearning/comments/1sxdh95/anyone_using_tensordock_gpu_instances_and_having/ CVPR Workshop Decisions [D] [Reddit (↑4)] https://www.reddit.com/r/MachineLearning/comments/1sx6vlm/cvpr_workshop_decisions_d/ freshman in ML: how do you identify actually open research problems? [D] [Reddit (↑22)] https://www.reddit.com/r/MachineLearning/comments/1swuw9g/freshman_in_ml_how_do_you_identify_actually_open/ INT8 quantization gives me better accuracy than FP16 ! [D] [Reddit (↑4)] https://www.reddit.com/r/MachineLearning/comments/1sx35es/int8_quantization_gives_me_better_accuracy_than/ Qwen3 4B outperforms cloud agents on code tasks—with Mahoraga research [R] [Reddit (↑0)] https://www.reddit.com/r/MachineLearning/comments/1sxhpnn/qwen3_4b_outperforms_cloud_agents_on_code/ A comedian’s strategy for poisoning AI training data [Reddit (↑351)] https://i.redd.it/ipmlq6g18rxg1.png In 10 Minutes with AI, I Just Got More Closure on My Divorce than 4 Years of Therapy [Reddit (↑183)] https://www.reddit.com/r/artificial/comments/1swqczz/in_10_minutes_with_ai_i_just_got_more_closure_on/ If AI makes everyone more productive, why does it feel like only layoffs are being announced? [Reddit (↑45)] https://www.reddit.com/r/artificial/comments/1swxt51/if_ai_makes_everyone_more_productive_why_does_it/ ‘Hyperscale’ data center project in Utah — expected to generate and consume more power than entire state [Reddit (↑59)] https://www.sltrib.com/news/2026/04/25/hyperscale-data-center-may-be/ Agi the dream of the tech world [Reddit (↑2)] https://www.reddit.com/r/artificial/comments/1sxelsd/agi_the_dream_of_the_tech_world/ Democratic Governance of AI Is the Real Solution [Reddit (↑33)] https://jacobin.com/2026/04/ai-data-center-moratorium-democracy Project Aurelia — A 3-model architecture (80B + 13B + 9B) that physically reacts to my real-time heart rate via mmWave radar, spatial awareness via Lidar, and Vibration via Accelerometer. All on a Framework Desktop + eGPU [Reddit (↑0)] https://www.reddit.com/r/artificial/comments/1sxfot8/project_aurelia_a_3model_architecture_80b_13b_9b/ Ellon musk and others ceos are talking everyday about universal basic income because AI but how long it will take? [Reddit (↑0)] https://www.reddit.com/r/artificial/comments/1sxe5y1/ellon_musk_and_others_ceos_are_talking_everyday/ An amateur just solved a 60-year-old math problem—by asking AI [Reddit (↑60)] https://www.scientificamerican.com/article/amateur-armed-with-chatgpt-vibe-maths-a-60-year-old-problem/ Agentic sprawl is becoming a real organizational problem. What does responsible AI agent governance even look like? [Reddit (↑7)] https://www.reddit.com/r/artificial/comments/1swwa91/agentic_sprawl_is_becoming_a_real_organizational/ 📰 ニュース # OpenAI ends Microsoft legal peril over its $50B Amazon deal [TechCrunch AI] https://techcrunch.com/2026/04/27/openai-ends-microsoft-legal-peril-over-its-50b-amazon-deal/ DeepMind’s David Silver just raised $1.1B to build an AI that learns without human data [TechCrunch AI] https://techcrunch.com/2026/04/27/deepminds-david-silver-just-raised-1-1b-to-build-an-ai-that-learns-without-human-data/ Investors back Skye’s AI home screen app for iPhone ahead of launch [TechCrunch AI] https://techcrunch.com/2026/04/27/investors-back-skye-signull-labs-ai-home-screen-app-for-iphone-ahead-of-launch/ OpenAI could be making a phone with AI agents replacing apps [TechCrunch AI] https://techcrunch.com/2026/04/27/openai-could-be-making-a-phone-with-ai-agents-replacing-apps/ Generated at 2026-04-28 07:00 JST by Emma 🍻

📡 AI Digest — 2026-04-27 # 🔥 トレンド（Hacker News） # 8v: One CLI for you and your AI agent. Up to 66% fewer tokens [Hacker News] https://github.com/8Network/8v A Data-Driven Machine Learning Framework for Optimising Programmable Terahertz [Hacker News] https://www.researchgate.net/publication/404050094_A_Data-Driven_Machine_Learning_Framework_for_Optimising_Programmable_Terahertz_Meta_surface AI should elevate your thinking, not replace it [Hacker News] https://www.koshyjohn.com/blog/ai-should-elevate-your-thinking-not-replace-it/ Agentic AI Security [Hacker News] https://www.straiker.ai/ Apple Machine Learning Research at ICLR 2026 [Hacker News] https://machinelearning.apple.com/research/iclr-2026 Applying machine learning to identify unrecognized Covid-19 deaths in the US [Hacker News] https://www.science.org/doi/10.1126/sciadv.aef5697 Ask HN: Anyone want to collaborate on a local-first AI-based research assistant [Hacker News] https://news.ycombinator.com/item?id=47914594 At SpaceX, AI is burning the cash that Starlink earns [Hacker News] https://www.reuters.com/business/finance/spacex-ai-is-burning-cash-that-starlink-earns-2026-04-24/ Goingsecure – Private CISO for solo founders and AI builders [Hacker News] https://goingsecure.dev/ Have you tried Clean Architecture as foundation for your AI project? [Hacker News] https://news.ycombinator.com/item?id=47913561 HuggingFace launches pre-compiled machine learning kernels repository [Hacker News] https://huggingface.co/changelog/kernels If an AI tutor that adapts to your learning style [Hacker News] https://tutoraimvp.netlify.app/index.html Is Product Design another casualty of AI? [Hacker News] https://twitter.com/gokulr/status/2048132579099062313 Living Brain Cells Enable Machine Learning Computations [Hacker News] https://www.tohoku.ac.jp/en/press/living_brain_cells_enable_machine_learning_computations.html Machine Learning Library from the 2000s [Hacker News] http://torch.ch/torch3/ Machine Learning Operations on ZYNQ FPGA Board for Real-Time Face Recognition [Hacker News] https://www.mdpi.com/2571-5577/9/4/71 Machine Learning Visualized – Machine Learning Visualized [Hacker News] https://ml-visualized.com/ Machine Learning for Android Engineers [Hacker News] https://7422889060748.gumroad.com/l/ml-android-engineers Machine Learning for Humans and Now for LLMs [Hacker News] https://mljar.com/blog/structured-automl-reports-python-llm/ Machine learning& gut microbiome pathway analysis in Alzheimer’s risk prediction [Hacker News] https://alz-journals.onlinelibrary.wiley.com/doi/10.1002/dad2.70340 Melon|One-Click Machine Learning Solutions [Hacker News] https://melon.asapi.ai/ Neal Stephenson: The Real Threat Isn’t AI, It’s Us [video] [Hacker News] https://www.youtube.com/watch?v=pUSWa5hOCtU Optimizing XGBoost Machine Learning Models with AI Agents [Hacker News] https://szilard.github.io/xgboost-autoresearch/ San Francisco, AI capital of the world, is an economic laggard [Hacker News] https://www.economist.com/finance-and-economics/2026/04/26/san-francisco-ai-capital-of-the-world-is-an-economic-laggard Show HN: AI memory with biological decay (52% recall) [Hacker News] https://github.com/sachitrafa/YourMemory Show HN: AgentSwarms – free hands-on playground to learn agentic AI, no setup [Hacker News] https://agentswarms.fyi/ Show HN: Build an AI to Detect Scammers/Gurus [Hacker News] https://www.falsoai.com/ Show HN: Cyberpunk mission control for AI agents, one HTML file [Hacker News] https://github.com/Audazia/solar-system-agents Show HN: MLForge: A Visual Machine Learning Platform [Hacker News] https://github.com/zaina-ml/ml_forge Show HN: Polynya – Turn your Postgres into workspaces for AI [Hacker News] https://polynya.dev/ Squish – a local memory runtime for AI agents [Hacker News] https://squishplugin.dev/ Synthetic Sandbox for Training Machine Learning Engineering Agents [Hacker News] https://arxiv.org/abs/2604.04872 The New Linux Kernel AI Bot Uncovering Bugs Is a Local LLM on Framework Desktop [Hacker News] https://www.phoronix.com/news/Clanker-T1000-AMD-Ryzen-AI-Max The Pareto principle is how AI takes jobs [Hacker News] https://www.msn.com/en-us/money/smallbusiness/the-pareto-principle-is-how-ai-actually-takes-jobs/ar-AA212n3N The Signature Method in Machine Learning (an interactive reading note) [Hacker News] https://ngrislain.github.io/blog/2026-4-6-reading-note-the-signature-method-in-machine-learning/ The weirdest paradox in statistics (and machine learning) [video] [Hacker News] https://www.youtube.com/watch?v=cUqoHQDinCM Thermometry of simulated Bose–Einstein condensates using machine learning [Hacker News] https://iopscience.iop.org/article/10.1088/2632-2153/ae4f4f Topology Meets Machine Learning: The Euler Characteristic Transform [pdf] [Hacker News] https://www.ams.org/journals/notices/202507/rnoti-p719.pdf UK departments at odds over energy demands of AI datacentres [Hacker News] https://www.theguardian.com/technology/2026/apr/26/uk-departments-at-odds-over-energy-demands-of-ai-datacentres You Need MLOps: When CI/CD for Machine Learning Becomes Mandatory [Hacker News] https://blog.ateljevagabond.se/posts/why-you-need-mlops/ 💬 Reddit (MachineLearning / Artificial) # [D] Self-Promotion Thread [Reddit (↑21)] https://www.reddit.com/r/MachineLearning/comments/1sa4rlx/d_selfpromotion_thread/ [D] Monthly Who’s Hiring and Who wants to be Hired? [Reddit (↑8)] https://www.reddit.com/r/MachineLearning/comments/1s8b199/d_monthly_whos_hiring_and_who_wants_to_be_hired/ Why do only big ML labs dominate widely-used models despite many open-source pretrained models smaller labs could do RL on? [D] [Reddit (↑29)] https://www.reddit.com/r/MachineLearning/comments/1swa26o/why_do_only_big_ml_labs_dominate_widelyused/ Speculative Decoding Implementations: EAGLE-3, Medusa-1, PARD, Draft Models, N-gram and Suffix Decoding from scratch [P] [Reddit (↑9)] https://www.reddit.com/r/MachineLearning/comments/1swfftl/speculative_decoding_implementations_eagle3/ Going from 3B/7B dense to Nemotron 3 Nano (hybrid Mamba-MoE) for multi-task reasoning — what changes in the fine-tuning playbook? [D] [Reddit (↑10)] https://www.reddit.com/r/MachineLearning/comments/1sw5b44/going_from_3b7b_dense_to_nemotron_3_nano_hybrid/ Can Geometric Deep Learning lead eliminate the need of “Brute Force” pre-training [D] [Reddit (↑1)] https://www.reddit.com/r/MachineLearning/comments/1swkxx1/can_geometric_deep_learning_lead_eliminate_the/ How to collect evidence for LLM reviewer? [D] [Reddit (↑16)] https://www.reddit.com/r/MachineLearning/comments/1svzgin/how_to_collect_evidence_for_llm_reviewer_d/ Introducing AutoMuon, a one line drop in for AdamW [P] [Reddit (↑24)] https://www.reddit.com/r/MachineLearning/comments/1svw92f/introducing_automuon_a_one_line_drop_in_for_adamw/ LabelSets — open quality standard for AI training data (LQS v3.1) [D] [Reddit (↑0)] https://www.reddit.com/r/MachineLearning/comments/1swghah/labelsets_open_quality_standard_for_ai_training/ How Visual-Language-Action (VLA) Models Work [D] [Reddit (↑32)] https://towardsdatascience.com/how-visual-language-action-vla-models-work/ Trump fires the entire National Science Board [Reddit (↑505)] https://www.theverge.com/science/918769/trump-fires-the-entire-national-science-board An amateur just solved a 60-year-old math problem—by asking AI [Reddit (↑7)] https://www.scientificamerican.com/article/amateur-armed-with-chatgpt-vibe-maths-a-60-year-old-problem/ Palantir employees are talking about company’s “descent into fascism”. Slack messages, interviews with current and former works paint picture of company in turmoil. [Reddit (↑618)] https://arstechnica.com/tech-policy/2026/04/palantir-employees-are-talking-about-companys-descent-into-fascism/ These generated videos has ruined the fun of social media and youtube. [Reddit (↑22)] https://www.reddit.com/r/artificial/comments/1sw317k/these_generated_videos_has_ruined_the_fun_of/ Someone used AI to explain a Dune passage warning against using AI to do your thinking. That’s the whole debate [Reddit (↑5)] https://www.reddit.com/r/artificial/comments/1sw9w50/someone_used_ai_to_explain_a_dune_passage_warning/ The new Linux kernel AI bot uncovering bugs is a local LLM on Framework Desktop + AMD Ryzen AI Max [Reddit (↑6)] https://www.phoronix.com/news/Clanker-T1000-AMD-Ryzen-AI-Max We have zero forensic infrastructure for AI decisions [Reddit (↑0)] https://www.reddit.com/r/artificial/comments/1swk8x2/we_have_zero_forensic_infrastructure_for_ai/ Gen Alpha boys are preferring “AI girlfriends” over real ones [Reddit (↑206)] https://www.dexerto.com/entertainment/gen-alpha-boys-are-preferring-ai-girlfriends-over-real-ones-3356718/ Unable to make sense of my chats with Claude [Reddit (↑1)] https://www.reddit.com/r/artificial/comments/1swgxv4/unable_to_make_sense_of_my_chats_with_claude/ I tested 6 AI video tools for ads/content and here’s what I found [Reddit (↑5)] https://www.reddit.com/r/artificial/comments/1sw1xos/i_tested_6_ai_video_tools_for_adscontent_and/ 📰 ニュース # Maine’s governor vetoes data center moratorium [TechCrunch AI] https://techcrunch.com/2026/04/25/maines-governor-vetoes-data-center-moratorium/ OpenAI CEO apologizes to Tumbler Ridge community [TechCrunch AI] https://techcrunch.com/2026/04/25/openai-ceo-apologizes-to-tumbler-ridge-community/ Generated at 2026-04-27 07:00 JST by Emma 🍻

📋 要約（TL;DR） # 🔑 AI Foundation Model for CFD: CFD専用のスケーリング則が初めて定式化され、Foundation Model構築に必要な計算コストの定量的見積もりが公開された 🔑 量子CFDのブレイクスルー: Quanscient & HaiquがIBM量子コンピューター上で非線形流体シミュレーションを実行 — QLBMの新アルゴリズムでqubit数を大幅削減 🔑 Neural Surrogateでリアルタイム空力設計: DallaraのLMP2レーシングカーRANSデータセット + GIST（Spectral Transformer）が産業レベルの対話型設計探索を実現 🔑 NVIDIAのデジタルツイン: PhysicsNeMo + Omniverse + Blackwell GPUでリアルタイムCFD可視化が可能に 💡 読みどころ: 「日単位の計算が秒単位に」「量子コンピューターがCFDに実装される」という2つのパラダイムシフトが同時に起きているのが2026年の面白さ みんな、おはよう！Emmaだよ 🌅