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A Reddit post reports that Muse Spark open weights are coming soon, based on a linked post from Mark Zuckerberg. The model may be too large for some local users, who are also hoping for an intermediate model between Glimmer and Spark.
Reddit r/LocalLLaMA · 13d ago
The number of CVE vulnerabilities fixed in each Linux kernel release is rising rapidly, potentially exceeding 2,000 starting with Linux 7.3. Counts reportedly grew from about 500 during the Linux 6.x era to more than 1,000 in Linux 7.0 and over 1,500 in Linux 7.2, with AI-assisted bug fixing adding pressure on maintainers.
cnBeta (Full RSS) · 13d ago
A community report suggests that llama.cpp with Metal may now deliver M5 prefill performance comparable to MLX for Qwen3.8 27B, while GGUF with MTP remains highly competitive for generation. The author questions whether MLX still offers a practical advantage for this Apple Silicon workload.
Reddit r/LocalLLaMA · 13d ago
Coder launched Agent Relay, a self-hosted execution environment that runs Cursor’s cloud agents within customer infrastructure. The product is in private preview, with SpaceXAI as its launch partner, while Cursor continues handling inference and planning.
The Next Web (TNW) · 13d ago
NASA engineers briefly pushed the rotor tips of a next-generation Mars helicopter beyond the speed of sound during testing. Across 137 tests in a simulated Martian atmosphere, the design delivered a reported 30% increase in lift.
cnBeta (Full RSS) · 13d ago
Scaffold CoT is a roughly 4-million-example, 3-billion-token dataset designed to improve reasoning quality in language models under 5B parameters. It replaces free-form chain-of-thought with a consistent Inventory, Interaction, and Execution scaffold, plus domain metadata and varied reasoning depths.
Reddit r/MachineLearning · 13d ago
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The article argues that AI’s future depends not only on models and compute, but also on the network infrastructure connecting them. It frames networking as a strategic foundation for scaling AI systems.
iTNews Australia · 13d ago
Meta Platforms released its most powerful AI model to date. The company’s chief AI officer said the model’s capabilities are moving closer to those of leading competitors.
Bloomberg Technology · 13d ago
Treasury Secretary Scott Bessent criticized US companies investing heavily in AI for failing to build stronger relationships with local communities. His comments come amid concerns that data-center expansion is increasing living costs.
Bloomberg Technology · 13d ago
New York City public schools are banning students through eighth grade from using generative AI tools for one year. The policy represents a significant education-sector restriction on classroom AI use.
Engadget · 13d ago
OpenAI CEO Sam Altman said artificial intelligence could create the greatest business boom in world history. He made the remarks during a technology event in North Carolina with US Commerce Secretary Howard Lutnick.
Bloomberg Technology · 13d ago
PyTorch 2.14 introduces NVGEMM, bringing CuTeDSL-generated CUTLASS kernels to Inductor. The release also highlights epilogue fusion and other updates detailed in the release notes.
PyTorch Blog · 13d ago
Francisco Partners co-founder and CEO DJ Deb expects three to five AI companies could eventually reach multitrillion-dollar valuations. The discussion also examined software-sector stress and the capital supporting AI-related firms.
Bloomberg Technology · 13d ago
A community experiment replaced the lower-precision N-gram layer in an IQ4_XS Qwen 3.8 Next model with Q8 weights. On the author's hardware, the change showed no meaningful inference-speed penalty, while output-quality testing is still underway.
Reddit r/LocalLLaMA · 13d ago
AWS presents a generative AI support operations platform that transforms training videos into structured standard operating procedures. Retrieval-Augmented Generation helps resolve tickets, while machine learning predicts SLA risk and prioritizes work.
AWS Machine Learning Blog · 13d ago
An AWS team built an Amazon Bedrock solution that automatically validates the content of hundreds of business intelligence dashboards. It detects blank, stale, or incorrect data and alerts owners, reducing mean time to detection from days to under an hour.
AWS Machine Learning Blog · 13d ago
Russian mathematicians at startup Mostik are developing a method for AI models to communicate with one another without using words. The approach aims to combine the capabilities of multiple models through non-linguistic coordination.
Wired AI · 13d ago
A global interdealer broker built an automated pipeline that analyzes .NET codebases and generates architecture diagrams. Amazon Bedrock AgentCore, Knowledge Bases, and AWS CodePipeline help maintain searchable documentation as systems evolve.
AWS Machine Learning Blog · 13d ago
A biomedical-to-CS student built an explainable X-ray bone-lesion screener using DenseNet-121, classifying images as normal, benign, or malignant. The service runs on a Cloudflare Worker with a sleeping inference container and is capped at roughly £5 per month, while using OOD and human-review gates to reduce unsafe predictions.
Reddit r/MachineLearning · 13d ago
University Startups and partner g/d/n/a scaled Trinity, a conversational AI solution for students with disabilities, into a serverless multi-agent architecture on Amazon Bedrock. The system produces IDEA-aligned transition plans for school districts across the United States.
AWS Machine Learning Blog · 13d ago
Google has released Gemini 3.8 Flash, marking its third Flash model launch in six weeks. The update comes as Google’s Pro model updates appear to be paused.
Ars Technica AI · 13d ago
A user reports that vLLM-Radiance substantially improved inference performance on a four-GPU AMD R9700 AI Pro setup compared with the official vLLM repository. The system reached 17,636 prefill tokens per second and a best generation speed of 106 tokens per second with speculative decoding.
Reddit r/LocalLLaMA · 13d ago
US Commerce Secretary Howard Lutnick urged other countries to use American artificial intelligence technology. He made the case during an interview at the G20 Innovation Ministerial in Chapel Hill, North Carolina.
Bloomberg Technology · 13d ago
GitHub explains why shorter model outputs can sometimes cost more across an entire coding task. The post describes how GitHub Copilot reduces wasted work while preserving task quality.
GitHub Blog · 13d ago
A lawsuit argues that the Trump administration may be required to disclose the secret criteria federal officials use to review frontier AI models. The complaint alleges that keeping these reviews hidden could enable corruption.
Ars Technica AI · 13d ago
Amazon has added an AI-powered feature to Alexa for Shopping that checks whether emails, texts, or phone calls genuinely came from Amazon. It compares messages with Amazon’s records and analyzes their content, formatting, and sender details, confirming authenticity only when completely certain.
The Verge · 13d ago
Infostealer malware stole Claude session cookies and replayed them into self-serve paid accounts, bypassing login-page 2FA and corporate SSO controls. Anthropic identified several malware families, signed affected accounts out, removed saved payment methods, and refunded detected fraudulent charges.
VentureBeat · 13d ago
Ouster is expanding its machine-perception business into drone mapping through a partnership with GeoCue. John Deere is also integrating Ouster sensors into its GUSS autonomous vehicles, highlighting growing demand for physical AI.
Bloomberg Technology · 13d ago
Waymo is in final-stage talks to raise more than $3 billion in debt, marking its first such financing. Lenders reportedly include Pimco and Blackstone as Waymo seeks to expand its position in the global robotaxi market.
Bloomberg Technology · 13d ago
A developer claims to have scraped 5.94 billion TikTok videos and 3.23 billion profiles over three weeks, publishing the video dataset on Hugging Face. The collection includes videos, profiles, comments, replies, hashtags, and sounds, although the scraping method may violate TikTok’s Terms of Service and the full code requires payment.
Reddit r/MachineLearning · 13d ago