https://noisefree.news/ AI news with the noise removed — act/aware/watch signal, deterministic scrubbing, hourly refresh. en Tue, 27 Oct 2026 02:14:01 GMT Tue, 27 Oct 2026 02:14:01 GMT 60 https://www.federalregister.gov/documents/2026/10/26/2026-21786/outbound-investment-security-program-regulations https://www.federalregister.gov/documents/2026/10/26/2026-21786/outbound-investment-security-program-regulations Mon, 26 Oct 2026 00:00:00 GMT This proposed rule sets forth regulations that would implement Subtitle C of the Comprehensive Outbound Investment National Security Act, which is codified at Action: File comments via regulations.gov by Dec 7. act policy https://www.federalregister.gov/documents/2026/10/26/2026-21723/cooperative-research-and-development-agreement-super-intelligence-si-situational-awareness-tools-for https://www.federalregister.gov/documents/2026/10/26/2026-21723/cooperative-research-and-development-agreement-super-intelligence-si-situational-awareness-tools-for Mon, 26 Oct 2026 00:00:00 GMT The Coast Guard announces its intent to enter a Cooperative Research and Development Agreement (CRADA) with LOOKOUT to assess Super Intelligence for automated Action: File comments via regulations.gov by Nov 25. act policy https://github.com/ggml-org/llama.cpp/releases/tag/b11913 https://github.com/ggml-org/llama.cpp/releases/tag/b11913 Tue, 27 Oct 2026 00:19:01 GMT hexagon: add GGML_HEXAGON_VTCM_SIZE (#31221) * hexagon: add GGML_HEXAGON_VTCM_MB and GGML_HEXAGON_NTHREADS caps Change-Id aware incident https://github.com/ollama/ollama/releases/tag/v0.40.12-rc0 https://github.com/ollama/ollama/releases/tag/v0.40.12-rc0 Tue, 27 Oct 2026 00:07:12 GMT ## What's Changed * mlx: preserve small-image detail for compact Gemma 4 vision towers by @dhiltgen in https://github.com/ollama/ollama/pull/19247 * MLX aware open-source https://simonwillison.net/2026/Oct/26/gpt-61-terra https://simonwillison.net/2026/Oct/26/gpt-61-terra Mon, 26 Oct 2026 23:53:07 GMT GPT-6.1 Terra It's always interesting to note which aspects of a new model are emphasized in the release announcement. aware model-release https://cve.now/CVE-2026-109618 https://cve.now/CVE-2026-109618 Mon, 26 Oct 2026 23:09:34 GMT Update: added to CISA KEV. aware incident https://cve.now/CVE-2026-109619 https://cve.now/CVE-2026-109619 Mon, 26 Oct 2026 23:09:34 GMT Update: added to CISA KEV. aware incident https://github.com/langchain-ai/langchain/releases/tag/langchain-openai%3D%3D1.7.3 https://github.com/langchain-ai/langchain/releases/tag/langchain-openai%3D%3D1.7.3 Mon, 26 Oct 2026 23:08:48 GMT Changes since langchain-openai==1.7.2 test(openai): use current lightweight model in integration tests (#41509) release(openai): 1.7.3 (#41506) aware incident https://news.ycombinator.com/item?id=50252159 https://news.ycombinator.com/item?id=50252159 Mon, 26 Oct 2026 22:41:48 GMT Cross-request KV cache exposure in the GLM-5.3 Workers AI model (155 responses) aware industry https://github.com/ggml-org/llama.cpp/releases/tag/b11912 https://github.com/ggml-org/llama.cpp/releases/tag/b11912 Mon, 26 Oct 2026 22:30:51 GMT llama : enable moe amax rescaling for laguna (#31147) * llama : enable moe amax rescaling for laguna Assisted-by: Devin * llama : declare laguna sm tensor aware open-source https://openai.com/index/greptile-code-review-codex-astra https://openai.com/index/greptile-code-review-codex-astra Mon, 26 Oct 2026 22:00:00 GMT How Greptile uses GPT-6 Astra to test user workflows, Daybreak to strengthen security, and Codex to reduce rework. aware industry https://github.com/ggml-org/llama.cpp/releases/tag/b11910 https://github.com/ggml-org/llama.cpp/releases/tag/b11910 Mon, 26 Oct 2026 21:20:07 GMT opencl: write KV-cache views in set_tensor so a state restore is not dropped (#30471) **Website:** - **Attestations:** - **macOS/iOS:** - [macOS Apple Silicon aware open-source https://news.ycombinator.com/item?id=50251062 https://news.ycombinator.com/item?id=50251062 Mon, 26 Oct 2026 21:13:59 GMT Proton to 'Re-Interview' Staff About AI to See Who Gets to Keep Their Job aware industry https://news.ycombinator.com/item?id=50250910 https://news.ycombinator.com/item?id=50250910 Mon, 26 Oct 2026 21:03:22 GMT AI models cost more when you don't use English aware industry https://news.ycombinator.com/item?id=50250450 https://news.ycombinator.com/item?id=50250450 Mon, 26 Oct 2026 20:28:32 GMT Grand theft AI: Highway thieves are stealing millions in data center gear aware industry https://news.ycombinator.com/item?id=50249953 https://news.ycombinator.com/item?id=50249953 Mon, 26 Oct 2026 19:52:44 GMT Why I'm growing my Vancouver AI company in Taiwan and Europe instead of the U.S. aware industry https://github.com/openai/openai-python/releases/tag/v3.39.0 https://github.com/openai/openai-python/releases/tag/v3.39.0 Mon, 26 Oct 2026 19:14:00 GMT ## [3.39.0](https://github.com/openai/openai-python/compare/v3.38.0...v3.39.0) (2026-10-26) ### Features * **api:** add gpt-6.1-terra model identifier aware open-source https://simonwillison.net/2026/Oct/26/jason-koebler https://simonwillison.net/2026/Oct/26/jason-koebler Mon, 26 Oct 2026 19:00:25 GMT Because big tech platforms essentially do not have customer support and make it impossible for their users to contact a human, many people experiencing aware incident https://news.ycombinator.com/item?id=50249076 https://news.ycombinator.com/item?id=50249076 Mon, 26 Oct 2026 18:54:00 GMT GPT-6.1 Terra (Max) Scores 48 on Artificial Analysis aware research https://github.com/huggingface/transformers/releases/tag/v5.21 https://github.com/huggingface/transformers/releases/tag/v5.21 Mon, 26 Oct 2026 18:17:42 GMT # Release v5.21.0 ## New Model additions ### MiniCPM-OCR MiniCPM-OCR is a document-understanding model from OpenBMB's MiniCPM-V family. aware open-source https://news.ycombinator.com/item?id=50246658 https://news.ycombinator.com/item?id=50246658 Mon, 26 Oct 2026 16:35:44 GMT Concerning behavior from a popular open-weight AI model aware industry https://github.com/openai/openai-python/releases/tag/v3.38.0 https://github.com/openai/openai-python/releases/tag/v3.38.0 Mon, 26 Oct 2026 16:35:03 GMT ## [3.38.0](https://github.com/openai/openai-python/compare/v3.37.0...v3.38.0) (2026-10-25) ### Features * **api:** add delegation controls and prompt cache aware incident https://simonwillison.net/2026/Oct/26/webframe-evaluation https://simonwillison.net/2026/Oct/26/webframe-evaluation Mon, 26 Oct 2026 16:15:00 GMT Research: webframe: evaluated as a scraper and a sandbox webframe is a neat little project from Jeff Lindsay which lets you "run a web page like a program" - aware open-source https://news.ycombinator.com/item?id=50246238 https://news.ycombinator.com/item?id=50246238 Mon, 26 Oct 2026 16:12:29 GMT Show HN: Hob - Open-source, on device alternative to Claude Cowork and ChatGPT aware open-source https://openai.com/index/building-scientific-understanding-with-academic-communities https://openai.com/index/building-scientific-understanding-with-academic-communities Mon, 26 Oct 2026 14:30:00 GMT OpenAI shares model results on the Kakeya conjecture, Exponential Time Hypothesis, and quantum chromodynamics—and how researchers can verify and build on them. aware industry https://cve.now/CVE-2026-107656 https://cve.now/CVE-2026-107656 Mon, 26 Oct 2026 14:01:34 GMT Fortinet FortiSandbox and FortiSandbox PaaS are affected by an authentication bypass flaw that lets an attacker reach protected functions through an alternate aware incident https://openai.com/index/gpt-6-1-sol-coderabbit-code-security https://openai.com/index/gpt-6-1-sol-coderabbit-code-security Mon, 26 Oct 2026 13:45:00 GMT CodeRabbit uses GPT-6.1 Sol to investigate security risks across complex codebases. aware industry https://news.ycombinator.com/item?id=50242843 https://news.ycombinator.com/item?id=50242843 Mon, 26 Oct 2026 12:58:27 GMT Brown student maps the hidden global labor powering AI aware industry https://importai.substack.com/p/import-ai-478-math-for-alignment https://importai.substack.com/p/import-ai-478-math-for-alignment Mon, 26 Oct 2026 12:31:52 GMT Import AI 478: Math for alignment; ProgramBench; and Mirendil shows what RSI means aware industry https://openai.com/index/chatgpt-expanding-world-of-work https://openai.com/index/chatgpt-expanding-world-of-work Mon, 26 Oct 2026 10:00:00 GMT Explore OpenAI Signals data on 165 work activities across nearly 100 countries, revealing how people use ChatGPT for work and how usage changes over time. aware industry https://openai.com/index/fanatics-streamline-fan-experience https://openai.com/index/fanatics-streamline-fan-experience Mon, 26 Oct 2026 07:00:00 GMT Fanatics uses OpenAI to help fans complete their game-day outfits with Shop the Look. aware industry https://openai.com/index/openai-cut-incident-investigation https://openai.com/index/openai-cut-incident-investigation Mon, 26 Oct 2026 07:00:00 GMT See how OpenAI engineers use Codex Ultrafast to investigate incidents in minutes. aware incident https://news.ycombinator.com/item?id=50239027 https://news.ycombinator.com/item?id=50239027 Mon, 26 Oct 2026 04:11:40 GMT Cognitive Mercantilism: AI panic resembles fears of early capitalism aware industry https://news.ycombinator.com/item?id=50238351 https://news.ycombinator.com/item?id=50238351 Mon, 26 Oct 2026 02:22:38 GMT If AI displaces human workers, they will lose more than just pay aware industry https://openai.com/index/introducing-gpt-6-1-terra https://openai.com/index/introducing-gpt-6-1-terra Mon, 26 Oct 2026 00:00:00 GMT Introducing GPT-6.1 Terra aware model-release https://news.ycombinator.com/item?id=50236828 https://news.ycombinator.com/item?id=50236828 Sun, 25 Oct 2026 22:49:06 GMT Apollo says AI has delivered 'zero financial payoff' outside the tech industry aware industry https://news.ycombinator.com/item?id=50236102 https://news.ycombinator.com/item?id=50236102 Sun, 25 Oct 2026 21:11:31 GMT OpenAI and Anthropic cut their LLM prices by up to 80% within a few months. Why? aware industry https://news.ycombinator.com/item?id=50234699 https://news.ycombinator.com/item?id=50234699 Sun, 25 Oct 2026 18:42:23 GMT AI didn't cause the tech jobs bust, but it explains why there's no recovery aware industry https://cve.now/CVE-2026-111497 https://cve.now/CVE-2026-111497 Sun, 25 Oct 2026 17:37:34 GMT Update: now rated critical. aware incident https://cve.now/CVE-2026-45484 https://cve.now/CVE-2026-45484 Sun, 25 Oct 2026 17:37:34 GMT Update: now rated critical. aware incident https://cve.now/CVE-2026-45657 https://cve.now/CVE-2026-45657 Sun, 25 Oct 2026 17:37:34 GMT Update: now rated critical. aware incident https://cve.now/CVE-2026-47291 https://cve.now/CVE-2026-47291 Sun, 25 Oct 2026 17:37:34 GMT Update: now rated critical. aware incident https://cve.now/CVE-2026-49160 https://cve.now/CVE-2026-49160 Sun, 25 Oct 2026 17:37:34 GMT Update: now rated critical. aware incident https://cve.now/CVE-2026-50656 https://cve.now/CVE-2026-50656 Sun, 25 Oct 2026 17:37:34 GMT Update: now rated critical. aware incident https://cve.now/CVE-2026-40372 https://cve.now/CVE-2026-40372 Sun, 25 Oct 2026 17:37:34 GMT Update: now rated critical. aware incident https://cve.now/CVE-2026-17176 https://cve.now/CVE-2026-17176 Sun, 25 Oct 2026 17:37:34 GMT Update: now rated critical. aware incident https://cve.now/CVE-2026-93674 https://cve.now/CVE-2026-93674 Sun, 25 Oct 2026 17:37:34 GMT Update: now rated critical. aware incident https://cve.now/CVE-2026-46300 https://cve.now/CVE-2026-46300 Sun, 25 Oct 2026 17:37:34 GMT Update: now rated critical. aware incident https://cve.now/CVE-2026-4631 https://cve.now/CVE-2026-4631 Sun, 25 Oct 2026 17:37:34 GMT Update: now rated critical. aware incident https://news.ycombinator.com/item?id=50233779 https://news.ycombinator.com/item?id=50233779 Sun, 25 Oct 2026 17:15:38 GMT A 10-year-old CNN outperforms frontier LLMs for skin cancer diagnosis aware research https://news.ycombinator.com/item?id=50233304 https://news.ycombinator.com/item?id=50233304 Sun, 25 Oct 2026 16:28:26 GMT AI use leads UC Berkeley math professor to see 'no point' in grading homework aware industry https://simonwillison.net/2026/Oct/25/seam-cutter https://simonwillison.net/2026/Oct/25/seam-cutter Sun, 25 Oct 2026 15:10:19 GMT Tool: Seam Cutter I built this weird and very specific cropping tool - it lets you create a horizontal or vertical cut across an image, then slide the two aware open-source https://www.reddit.com/r/MachineLearning/comments/1xgdl42/how_to_do_method_research_when_i_feel_i_have_no https://www.reddit.com/r/MachineLearning/comments/1xgdl42/how_to_do_method_research_when_i_feel_i_have_no Tue, 27 Oct 2026 00:06:43 GMT I am a 3rd year PhD student in a small lab working on ML in healthcare. watch industry https://www.aikido.dev/blog/how-to-patch-php2shell-with-free-aikido-images https://www.aikido.dev/blog/how-to-patch-php2shell-with-free-aikido-images Mon, 26 Oct 2026 22:15:00 GMT Patch PHP2Shell (CVE-2026-109618 and CVE-2026-109619) with free Aikido Images for PHP 5.5 to 8.5. watch incident https://www.reddit.com/r/MachineLearning/comments/1xg6sqa/deepity_a_handtuned_ccuda_predictive_coding https://www.reddit.com/r/MachineLearning/comments/1xg6sqa/deepity_a_handtuned_ccuda_predictive_coding Mon, 26 Oct 2026 19:34:57 GMT I've been building a predictive coding (PC) engine from scratch in C++20, with a thin Python layer on top, and just cut the first public release. watch open-source https://www.reddit.com/r/MachineLearning/comments/1xg36lw/fitting_a_4d_mandelbulb_with_ks3_vs_mlp_r https://www.reddit.com/r/MachineLearning/comments/1xg36lw/fitting_a_4d_mandelbulb_with_ks3_vs_mlp_r Mon, 26 Oct 2026 17:22:39 GMT For the past year I have been studying using a fast K-dim hermite spline manifold algorithm, called K-Splanifolds or KS, for general purpose fast regression. watch industry https://www.reddit.com/r/MachineLearning/comments/1xg1695/scoring_idp_r https://www.reddit.com/r/MachineLearning/comments/1xg1695/scoring_idp_r Mon, 26 Oct 2026 16:10:06 GMT This is a "survey of current practices" type of research for a niche area, nothing earth-shattering. watch research https://www.reddit.com/r/MachineLearning/comments/1xfqhfc/pbt_doesnt_make_grokking_faster_but_it_can_escape https://www.reddit.com/r/MachineLearning/comments/1xfqhfc/pbt_doesnt_make_grokking_faster_but_it_can_escape Mon, 26 Oct 2026 07:48:07 GMT I ran Population Based Training over learning rate and weight decay on grokking (modular addition mod 97, 35% train split, small MLP, 20 members, 20k steps watch research https://www.reddit.com/r/MachineLearning/comments/1xfgf1w/i_ran_a_blind_test_on_selfhosted_ai_agents_here https://www.reddit.com/r/MachineLearning/comments/1xfgf1w/i_ran_a_blind_test_on_selfhosted_ai_agents_here Sun, 25 Oct 2026 22:57:33 GMT everything here ran on my own hardware, an M5 Max MacBook Pro with 64GB. watch open-source https://www.reddit.com/r/MachineLearning/comments/1xfa17z/whats_the_hardest_part_of_creating_edge_cases_for https://www.reddit.com/r/MachineLearning/comments/1xfa17z/whats_the_hardest_part_of_creating_edge_cases_for Sun, 25 Oct 2026 18:35:21 GMT I'm interested in how people build datasets for fine-tuning open-weight models, especially when it is about making a model handling edge cases than just watch open-source https://www.reddit.com/r/MachineLearning/comments/1xf6x35/nanbeige_releases_nanbeige4333b_an_apache_20 https://www.reddit.com/r/MachineLearning/comments/1xf6x35/nanbeige_releases_nanbeige4333b_an_apache_20 Sun, 25 Oct 2026 16:32:44 GMT Nanbeige released Nanbeige4.3-33B as the teacher for its planned smaller agents, including an upcoming 3B model. watch model-release https://news.ycombinator.com/item?id=50233347 https://news.ycombinator.com/item?id=50233347 Sun, 25 Oct 2026 16:31:21 GMT A mathematician reads the AI future watch industry https://news.ycombinator.com/item?id=50231722 https://news.ycombinator.com/item?id=50231722 Sun, 25 Oct 2026 14:05:03 GMT R/open source bans all solo projects and projects using LLMs watch open-source https://news.ycombinator.com/item?id=50230995 https://news.ycombinator.com/item?id=50230995 Sun, 25 Oct 2026 12:47:20 GMT Imagine an AI future where being banned means you are now economically useless watch industry https://news.ycombinator.com/item?id=50229827 https://news.ycombinator.com/item?id=50229827 Sun, 25 Oct 2026 09:51:17 GMT Nikon photography contest winner loses title after scientists spot signs of AI watch industry https://arxiv.org/abs/2610.34029 https://arxiv.org/abs/2610.34029 Sun, 25 Oct 2026 03:34:05 GMT Template-based crystal structure prediction (CSP) transfers a known crystal structure to a new composition by element substitution, so its accuracy depends on watch research https://arxiv.org/abs/2610.34027 https://arxiv.org/abs/2610.34027 Sun, 25 Oct 2026 03:32:01 GMT GEPA is among the strongest reflective prompt optimizers for language-model programs, but its system-aware merge operator is unstable across models: merge watch research https://arxiv.org/abs/2610.34023 https://arxiv.org/abs/2610.34023 Sun, 25 Oct 2026 03:27:08 GMT The differential neural tangent kernel (DNTK) is a tool for analyzing the training dynamics of overparameterized physics informed neural networks. watch research https://arxiv.org/abs/2610.34021 https://arxiv.org/abs/2610.34021 Sun, 25 Oct 2026 03:22:14 GMT Structured scientific spectra encode rich physical information while obeying hard constraints, such as conservation laws and characteristic spectral geometry. watch research https://arxiv.org/abs/2610.34018 https://arxiv.org/abs/2610.34018 Sun, 25 Oct 2026 03:08:17 GMT We present BriLLM-MetaPred, the first engineering implementation of the MetaPred machine-learning framework established by a mathematical theory of AGI watch research https://arxiv.org/abs/2610.34015 https://arxiv.org/abs/2610.34015 Sun, 25 Oct 2026 03:01:03 GMT Most analyses of neural representations focus on trained endpoints, leaving the process by which internal structure forms comparatively unmeasured. watch research https://arxiv.org/abs/2610.34013 https://arxiv.org/abs/2610.34013 Sun, 25 Oct 2026 02:54:42 GMT More people are seeking out general-purpose AI models for medical advice, including diagnosis. watch research https://arxiv.org/abs/2610.34012 https://arxiv.org/abs/2610.34012 Sun, 25 Oct 2026 02:50:43 GMT Professionals send working documents to external large language models. watch research https://arxiv.org/abs/2610.34011 https://arxiv.org/abs/2610.34011 Sun, 25 Oct 2026 02:47:19 GMT Prosthetic and assistive interfaces increasingly depend on decoding hand gestures from surface electromyography (sEMG). watch research https://arxiv.org/abs/2610.34009 https://arxiv.org/abs/2610.34009 Sun, 25 Oct 2026 02:43:50 GMT Conventional federated learners implicitly optimize for global means, creating a "one-size-fits-all" paradigm that inevitably suppresses the minority under watch research https://arxiv.org/abs/2610.34008 https://arxiv.org/abs/2610.34008 Sun, 25 Oct 2026 02:42:59 GMT With the rapid development of modern scientific research, tensor data have become increasingly prevalent across a wide range of fields. watch research https://arxiv.org/abs/2610.34005 https://arxiv.org/abs/2610.34005 Sun, 25 Oct 2026 02:34:40 GMT On-policy self-distillation (OPSD) trains a student on its own reasoning trajectories using token-level supervision from a reference-conditioned teacher watch research https://arxiv.org/abs/2610.33994 https://arxiv.org/abs/2610.33994 Sun, 25 Oct 2026 02:16:15 GMT We propose a causal machine learning framework to integrate dynamic tolling for mobility, equity, and climate objectives, resolving a long-standing policy watch research