Top stories
1. GPT-6.1 Terra
OpenAI has listed a new model, GPT-6.1 Terra, in its API documentation, drawing immediate attention from developers. The Hacker News thread reached 485 points and 308 comments, though the source provides no details on capabilities, pricing or context limits.
Source: Hacker News Frontpage
2. Anthropic S-1
AI developer Anthropic has filed an S-1 registration statement with the U.S. Securities and Exchange Commission, formally beginning the process of going public. The filing is the company’s first public disclosure of its finances, ownership and risk factors.
Source: Hacker News Frontpage
3. OpenAI announces three big science discoveries and a new way to work with academics
OpenAI announced three “major” discoveries in math, computer science, and physics, less than a month after releasing hundreds of math manuscripts. This time, external experts described as “shepherds” guided the results, reflecting a new way to work with academics.
Source: The Verge AI
AI news
1. SpaceX locks in $40B GPU financing deal with Apollo
SpaceX has secured a $40 billion GPU financing deal with Apollo to fund its rapidly expanding AI ambitions. The arrangement gives the company an alternative to traditional debt markets.
Source: TechCrunch AI
2. AI delivers ‘zero financial payoff’ to most companies, Apollo economist says
An Apollo economist says despite massive investment and hype, AI has delivered no financial payoff to most US companies outside tech. The claim challenges expectations for returns on AI spending.
Source: TechCrunch AI
3. Cross-request KV cache exposure in the GLM-5.3 Workers AI model (155 responses)
Cloudflare reported a cross-request KV cache exposure in its GLM-5.3 Workers AI model, potentially leaking inference data across users and affecting 155 responses. The company detailed the scope and remediation steps in a blog post.
Source: Hacker News Frontpage
Community picks
1. Microsoft offers mass buyouts for roughly a quarter of its workforce
Microsoft is offering mass voluntary buyouts to roughly a quarter of its workforce. The move signals a major restructuring and cost-cutting effort at the tech giant.
Source: Hacker News Best
2. IBM CEO says open weight models are now good and cheap on-prem
IBM’s CEO said open-weight AI models are now good enough and cheap enough to run on-premises. The remark highlights growing enterprise interest in controllable, cost-effective AI deployments.
Source: Hacker News Best
3. Concerning behavior from a popular open-weight AI model
Cohere published a blog post flagging worrying behavior observed in a widely used open-weight AI model, though the excerpt gives no technical specifics. The item drew 250 points and 107 comments on Hacker News.
Source: Hacker News Best
4. In China, the AI bubble has already burst, $480 billion wiped out
A report claims China’s AI bubble has already burst, with about $480 billion in market value wiped out. The headline points to a sharp valuation correction, though the source provides no further details.
Source: Reddit r/singularity Top
5. Sebastian Raschka’s from-scratch video course on building reasoning models
Sebastian Raschka has released a from-scratch video course on building reasoning models. The article links to the course and an active Hacker News discussion with 532 points and 79 comments.
Source: Hacker News Best
6. Researchers from Stanford and UC Berkeley Introduce TokenGate: Token-Gated Attention Makes Long-Context Prefill Up to 11.3x Faster
Researchers at Stanford and UC Berkeley have proposed TokenGate, a token-gated attention method that reportedly speeds up long-context prefill by up to 11.3x. The claim is circulating mainly through community forums and has yet to be independently verified.
Source: Reddit r/LocalLLaMA Top
7. In Leaked Audio, Flock CEO Tells Cops Backlash to the Company Isn’t Real
Leaked audio obtained by 404 Media shows Flock Safety’s CEO telling police that public backlash against the company is not real. The report highlights the surveillance firm’s relationship with law enforcement and privacy concerns.
Source: Hacker News Best
8. CSS-Tricks has a new owner
CSS-Tricks, a well-known front-end development site, has announced that it has a new owner. The provided source does not disclose the owner’s identity or deal details; the news drew significant attention on Hacker News.
Source: Hacker News Best
9. Have 8 GB of VRAM and 32 GB of RAM? You can run Qwen 3.8 Flash Next at up to 900 t/s PP and 30 t/s TG!
A user reports running Qwen 3.8 Flash Next Q2 on 8 GB VRAM and 32 GB RAM using Strata to distribute workloads across VRAM, RAM, and SSD. They claim up to 900 t/s prompt processing and 30 t/s generation, with better benchmark and real-world results than some prior Qwen models.
Source: Reddit r/LocalLLaMA Top