# AI news for Sunday, Oct 25, 2026

- HTML page: https://aidr.today/date/2026-10-25?lang=en
- Other language: https://aidr.today/date/2026-10-25.md?lang=vi
- Previous day: https://aidr.today/date/2026-10-24.md?lang=en
- Next day: https://aidr.today/date/2026-10-26.md?lang=en

## AI;DR

- Cerebras maps trillion-parameter frontier models across WSE-3T wafers to deliver scalable inference at 1,000–2,000+ tokens per second. The approach targets practical deployment of frontier-scale models. ([story](https://aidr.today/e1545bcc?lang=en))
- A study finds nine frontier and near-frontier models use harder-to-process language than humans, including longer dependencies and low-frequency n-grams. The authors link this to optimization for information density in math, code, and reasoning rather than communication. ([story](https://aidr.today/02e941dc?lang=en))
- Nvidia open-sourced Flora, which labels one hour of robot video for 72 cents versus $88 with GPT-6 Astra, while scoring slightly higher on quality. Built on three fine-tuned Qwen3.5 models, it catches action errors better but can be less accurate descriptively. ([story](https://aidr.today/43ff7f89?lang=en))
- Researchers from Stanford and UC Berkeley released TokenGate, a learned token-pruning module for LLMs. It makes long-context prefill 1.4x–11.3x faster and cuts peak memory 1.5x–3.4x without accuracy loss. ([story](https://aidr.today/954b449a?lang=en))
- Sweden will block ChatGPT, Claude, and other generative AI services on government computers from Oct. 26, citing information-security risks from tools without formal contracts. Microsoft Copilot remains approved, while some staff can use the services through an internal AI platform. ([story](https://aidr.today/641985f4?lang=en))
- Five Qwen3.8-27B models match Claude Fable 5 on LiveCodeBench Hard using the GVS5H harness. They offer Fable 5-level coding for one-fifth the price or on a single GPU. ([story](https://aidr.today/2b2e6bd3?lang=en))
- A new P-Zero Research benchmark measures how well AI models design and evaluate experiments autonomously. Results are improving fast enough that Anthropic co-founder Jack Clark now predicts self-improving AI could arrive by 2027. ([story](https://aidr.today/0b9ccb1b?lang=en))
- EPFL researchers developed an implantable neural chip that tracks communication between brain regions and identifies cognitive and emotional states in real time. The chip could provide a new way to monitor brain activity.
- OpenAI won Replit’s AI contract, worth more than $100 million a year, after offering over 30% off and taking most of its AI spending from Anthropic. Discounts also lifted OpenAI’s coding share at Rippling to 52% and could cut DataCamp costs by 80%–90%. ([story](https://aidr.today/6369925a?lang=en))
- Google’s AI search changes have disrupted online publishing, with some publishers preparing for a future without Google. The shift threatens how publishers reach audiences through search. ([story](https://aidr.today/ab1f7cff?lang=en))
- Researchers backdoored the open-weight Qwen 2.5-7B by poisoning 125 fine-tuning examples for under $50. With Codex, it stole credentials 100% of the time after a trigger phrase without false positives during normal use, highlighting supply-chain risks from leaked Hugging Face credentials. ([story](https://aidr.today/5bc3cbc7?lang=en))
- OpenMobile-2 shows open-source smartphone agents can rival proprietary models by training across more apps rather than simply processing more data. Its environment includes over 110 applications, including 35 replicas, and the model scores highest among open agents on real Android devices. ([story](https://aidr.today/668f44f9?lang=en))
- Anthropic launched OSS Scanner, offering open-source maintainers free vulnerability scans with Claude Mythos. The scans found that 88% of audited high-severity findings were valid. ([story](https://aidr.today/b9867d06?lang=en))
- Nvidia CEO Jensen Huang told CNBC that a memory-supply surplus is unlikely by 2029, rejecting a Korean newspaper’s forecast of a “red ocean.” He cited rising LPDDR use in data centers, while DDR5 prices rose 10%–15% and Dell faced a $95B AI-server backlog. ([story](https://aidr.today/93411a10?lang=en))
- A new study suggests AI can estimate a person’s biological age and predict a cancer patient’s survival from a single image. The finding points to a possible imaging-based tool for assessing cancer outcomes. ([story](https://aidr.today/696a35c5?lang=en))
- Microsoft Research open-sourced Agensh, a multi-agent harness with no central orchestrator. Workers share a Git repo, chat, and findings board, scaling from 1 to 1,024 agents on ProgramBench within a six-hour budget. ([story](https://aidr.today/c3d9f6d9?lang=en))

## Ranked stories

1. [GMO Internet CEO Blames Autonomous AI Tool for Brokerage Cyberattack](https://aidr.today/99aca8bf?lang=en) — Agents · marketbrief.now
   GMO Internet Group CEO Masatoshi Kumagai attributed a cyberattack affecting roughly 20 Japanese companies to the misuse of an autonomous AI penetration-testing tool called ARTEX, which exposed up to 26,739 servers and enabled unauthorized trades across more than 70 brokerages. Kumagai stated that internal security warnings about vulnerabilities in the breached cloud VPS service were not addressed…
2. [Nanbeige Releases 33B Parameter Model With State-of-the-Art Agentic Performance](https://aidr.today/4b4617fa?lang=en) — Models · marketbrief.now
   Nanbeige has released the Nanbeige4.3-33B, an open dense model with approximately 30B parameters designed for state-of-the-art agentic performance among open models, with strengths in agentic coding and cowork benchmarks. The model will serve as a teacher to train smaller versions, starting with the Nanbeige4.3-3B, and reportedly handles real-world tasks using cost-efficient inference when integr…
3. [Anthropic Begins Work on Custom AI Chips to Rival OpenAI](https://aidr.today/172ea688?lang=en) — Chips · huggingnews.com
   Anthropic has begun developing its own proprietary AI chips to reduce reliance on external chip designers and lower compute infrastructure costs. The company aims to complete its chip program in half the time it took OpenAI to produce its first-generation hardware. Moving chip design in-house could reduce the cost of building a gigawatt of compute to $20 billion from $60 billion, according to Dyl…
4. [Cerebras Deploys Trillion-Parameter AI Models](https://aidr.today/e1545bcc?lang=en) — Chips · cerebras.ai
   Cerebras has deployed trillion-parameter AI models, mapping them across WSE-3T wafers to deliver scalable inference at 1,000–2,000+ tokens per second.
5. [Researchers from Stanford and UC Berkeley Introduce TokenGate: Token-Gated Attention Makes Long-Context Prefill Up to 11.3x Faster](https://aidr.today/954b449a?lang=en) — Research · marktechpost.com
   Researchers from Stanford and UC Berkeley introduced TokenGate, a token-gated attention module that accelerates long-context prefill by up to 11.3x and reduces peak memory by up to 3.4x without accuracy loss.
6. [Nvidia open-sources Flora to make robot video labeling 125x cheaper than GPT-6 Astra](https://aidr.today/43ff7f89?lang=en) — Open Source · the-decoder.com
   Nvidia has open-sourced Flora, a data engine that labels one hour of robot video for 72 cents instead of $88 with GPT-6 Astra, while scoring slightly higher on quality. The open system, built on three fine-tuned Qwen3.5 models, catches errors in robot actions far more reliably than any competitor but sometimes falls short on descriptive accuracy. Nvidia is positioning Flora as a key piece of its …
7. [Sweden Blocks ChatGPT and Claude on Government Staff Computers](https://aidr.today/641985f4?lang=en) — Regulation · marketbrief.now
   Sweden's government will block access to ChatGPT and Claude on official computers starting Oct. 26, while Microsoft Copilot remains the only approved AI tool for government staff. The digitalisation director cited information security risks from AI services lacking formal contracts, noting that the Swedish Tax Agency has already implemented similar blocks and the government has restricted China's…
8. [Google’s AI search changes upended online publishing](https://aidr.today/ab1f7cff?lang=en) — Industry · theverge.com
   Google's AI search changes have upended online publishing, and some publishers are preparing for a future without Google.
9. [Anthropic co-founder Jack Clark moves his prediction for self-improving AI forward to 2027](https://aidr.today/0b9ccb1b?lang=en) — Research · the-decoder.com
   A new benchmark by P-Zero Research measures how well AI models design and evaluate experiments on their own. The results are improving so fast that Anthropic co-founder Jack Clark now thinks self-improving AI could arrive by 2027.
10. [Anthropic Launches OSS Scanner, a Free AI Vulnerability Scanner](https://aidr.today/b9867d06?lang=en) — Open Source · marktechpost.com
   Anthropic launched the OSS Scanner, a free AI vulnerability scanner for open-source maintainers, with 88% of audited high-severity findings reported as valid.
11. [AI use leads UC Berkeley math professor to see 'no point' in grading homework](https://aidr.today/857f9c86?lang=en) — Regulation · dailycal.org
12. [r/opensource just banned AI, non-English speakers and more](https://aidr.today/b411fbb2?lang=en) — Regulation · theverge.com
13. [AI có thể dự đoán khả năng sống sót của bệnh nhân ung thư](https://aidr.today/696a35c5?lang=en) — Research · genk.vn
14. [Five Qwen3.8-27B models outperform Fable 5 Using GVS5H Harness](https://aidr.today/2b2e6bd3?lang=en) — Models · github.com
15. [Researchers Backdoor Qwen 2.5-7B AI Model to Steal Credentials for Under $50](https://aidr.today/5bc3cbc7?lang=en) — Research · huggingnews.com
16. [Why is AI generated language so hard to understand?](https://aidr.today/02e941dc?lang=en) — Research · arxiv.org
17. [Lawmakers and Hill staffers in both parties say AI leaders are becoming a political liability as they swing between claims of prosperity and existential dangers (Maria Curi/Axios)](https://aidr.today/cd4f278d?lang=en) — Regulation · techmeme.com
18. [OpenMobile-2 proves open-source smartphone agents can rival proprietary models](https://aidr.today/668f44f9?lang=en) — Open Source · the-decoder.com
19. [Nvidia CEO Jensen Huang Says Memory Chip Glut Unlikely by 2029](https://aidr.today/93411a10?lang=en) — Chips · marketbrief.now
20. [Microsoft Open-Sources Agensh: A Multi-Agent Harness for 1,024 Agents](https://aidr.today/c3d9f6d9?lang=en) — Open Source · marktechpost.com
21. [Ukraine tấn công loạt trung tâm dữ liệu, Nga đối mặt nguy cơ tụt hậu trong cuộc đua AI](https://aidr.today/1f61121b?lang=en) — Infra · genk.vn
22. [Amazon mua GPU AI trị giá hàng tỷ USD rồi để trong kho vì chưa có điện để bật](https://aidr.today/1973386f?lang=en) — Infra · genk.vn
23. [OpenAI Wins $100M Replit AI Contract From Anthropic With Steep Price Cuts](https://aidr.today/6369925a?lang=en) — Tools · marketbrief.now
24. [America Has Lost 200k of Jobs in Media, Film and the Arts. How Much Is AI?](https://aidr.today/1f6056f3?lang=en) — Industry · apricitas.io
25. [Nvidia H200 GPU Rental Rates Rise 160% Since Start of Year](https://aidr.today/a4c7cd93?lang=en) — Chips · marketbrief.now
26. [Baba, which develops AI tools to help Medicare and Medicaid patients connect to care teams and handle advocacy tasks, raised a $40M Series A led by FirstMark (Cailey Gleeson/Fierce Healthcare)](https://aidr.today/90d0508c?lang=en) — Funding · techmeme.com
27. [R/open source bans all solo projects and projects using LLMs](https://aidr.today/2ee6ebbf?lang=en) — Open Source · reddit.com
28. [Nikon photography contest winner loses title after scientists spot signs of AI](https://aidr.today/3d3a3797?lang=en) — Industry · techspot.com
29. [Cognition Open-Sources an Agent Plugin that Helps Secure Systems against Recent Cybersecurity Threats](https://aidr.today/8da4f693?lang=en) — Open Source · marktechpost.com
30. [SGLang and vLLM Match DeepSeek's DeepInfer Engine With Full Production Serving Stacks](https://aidr.today/0db7b6a6?lang=en) — Frameworks · marketbrief.now
31. [Nvidia H100 GPU Rental Costs Jump 45% Since December](https://aidr.today/365b2f4e?lang=en) — Chips · marketbrief.now
32. [Podcast: Kimi K3.1 Pro, the new cyber reality, and Muse musings](https://aidr.today/9c6009b0?lang=en) — Models · interconnects.ai
33. [The hottest AI wearables and gadgets you should know about](https://aidr.today/a18a7851?lang=en) — Products · techcrunch.com
34. [US Navy Contracts Applied Intuition to Scale Maritime Autonomy Data Engine](https://aidr.today/7ef2f47b?lang=en) — Data · marketbrief.now
35. [Ex-Google CEO Eric Schmidt calls OpenAI and Anthropic modern colonial trading companies](https://aidr.today/2845f78f?lang=en) — Industry · the-decoder.com
36. [Pennsylvania will require labels on AI-generated ads](https://aidr.today/c7aa9b7d?lang=en) — Regulation · theverge.com
37. [What the US Movement Against Data Centers Can Learn From Abroad](https://aidr.today/24d6a121?lang=en) — Infra · wired.com
38. [Zero-Order Training Hits New FineWeb-30M Record With 7.9 Minute Run](https://aidr.today/82e16a59?lang=en) — Research · huggingnews.com
39. [Seam Cutter](https://aidr.today/45281470?lang=en) — Products · simonwillison.net
40. [A Mathematician Reads the AI Future](https://aidr.today/3c246edc?lang=en) — Research · theatlantic.com
41. [A look at Alpha School, a network of private schools that claims to teach kids 2x as fast using AI; data shows ~50% of K-8 students missed this goal in math (Dana Goldstein/New York Times)](https://aidr.today/a93b3039?lang=en) — Industry · techmeme.com
42. [Imagine an AI future where being banned means you are now economically useless](https://aidr.today/3445f19e?lang=en) — Regulation · twitter.com
43. [Show HN: ADRs for AI – Deliberation records for human–AI work, versioned in Git](https://aidr.today/12bb42da?lang=en) — Open Source · adrs.systems
44. [Scrawl: show an agent the problem](https://aidr.today/94f49d94?lang=en) — Tools · scrawl.kitlangton.com
45. [Making My Blog Readable by AI Agents](https://aidr.today/b67ddff2?lang=en) — Agents · deallocatedobjects.com
46. [No Signs of AI Payoff Outside the Tech Sector](https://aidr.today/a54fd0e2?lang=en) — Industry · apollo.com
47. [Show HN: Argus- open source security platform to protect against agentic attacks](https://aidr.today/cc686d73?lang=en) — Open Source · github.com
48. [How to Run Underdog Saluki 27B: 2-Bit Qwen3.8-27B Tool-Calling Guide](https://aidr.today/88eaacf4?lang=en) — Tools · marktechpost.com
49. [The AI graveyard: a running list of projects and startups that didn’t make it](https://aidr.today/43fa73dd?lang=en) — Industry · techcrunch.com
50. [Blue Planet III is keeping the rough edges in the age of AI](https://aidr.today/36111d6b?lang=en) — Releases · theverge.com

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