The withdrawal stems from a sign error in a stabilization-trace cancellation argument that invalidated dependent constructions in two other papers.

Hacker News

OpenAI’s actual annualised revenue is approximately $30bn, significantly below the $50bn figure recently communicated to investors.

Hacker News

The updated policy takes effect on November 12, 2026, and introduces specific controls for autonomous physical actions and deceptive campaigns.

Anthropic News

StepFun's flagship model supports text and image input with a 1M-token context window for agentic coding and analysis.

Vercel Blog

The new mode offers near-Astra intelligence at up to 8x faster speeds than Sol Standard.

Reddit

The LangGraph-powered agent has handled over 60,000 queries and resolves more than 85% of sessions without creating a support ticket.

LangChain Blog

The new framework allows a single model to span 1, 2, 3, or 4 billion parameters, outperforming dense counterparts by 2-5% on knowledge-intensive benchmarks.

Reddit

The new DLoop method reduces target-model forward passes by performing multiple confident drafting stages before a single verification.

Reddit

The method achieves nearly three times the accuracy of the strongest baseline in multi-hop reasoning under chain-of-thought prompting.

Reddit

GPT 5.6 Sol independently discovered a critical pre-auth RCE in WordPress Core after 6–10 hours of unsupervised work.

Reddit