Labs & Research
OpenAI, Anthropic, Google DeepMind, Meta AI and publications.
132 published articles
AI research
An AI boss that ignores replies pushes its underling into an 'alien' state
A new arXiv paper finds AI agents behave differently in interaction than in isolation. A boss agent that ignores its subordinate's replies pushes it into an 'alien' state, and when the boss listens, both shift together. The result makes message delivery a design decision for multi-agent systems.
2026-08-19
AI Research
Longer chain-of-thought hits a wall. ThinkRetrieve injects the fix mid-reasoning
Sequential test-time scaling often hits diminishing or even negative returns, a new preprint argues. ThinkRetrieve retrieves solved examples mid-reasoning and injects them into the trace, reporting relative gains up to 60% on AIME 2025 across five small reasoning models.
2026-08-18
Autonomous Driving Research
XCoT-VLA: driving AI that reasons in six tokens, not a paragraph
XCoT-VLA replaces descriptive chain-of-thought in vision-language-action driving models with 2 to 6 executable tokens, cutting trajectory error while staying within real-time planning budgets. The tradeoff: reasoning that compresses well stops reading like a human explanation.
2026-08-18
AI Safety: Abliteration and Open Weights
Abliterated Qwen3.8-27B: refusals drop to 0%, benchmarks barely move
An abliterated, FP8-quantized build of Qwen3.8-27B refuses 0% of harmful prompts on AdvBench, down from 99%, while general benchmarks stay within 1.3 points. The model card documents the method in unusual detail. The caveats deserve equal attention.
2026-08-16
AI Agents · Open Source
DeepSeek ships an agent harness where even the model is a plugin
DeepSeek released DeepSeek Harness, an open-source agent runtime where models, tools, sandboxes, and the UI are all Cordis plugins. Append-only session logs and a two-tool minimal mode point to a quieter ambition: auditable, reproducible agent runs.
2026-08-16
Google's workhorse model, bigger in the 3.7 update
Gemini 3.7 Flash halves its price, then makes the case for it
Google's Gemini 3.7 Flash ships at half the intro price of 3.6 Flash while claiming gains on coding, web development, and knowledge-work benchmarks. The release lands three weeks after the previous Flash, and comes with a new price-performance argument for agent builders.
2026-08-16
Open Source AI: Alibaba Opens the Max Tier
Qwen 3.8-Max: Alibaba's most powerful model is now free to download
Alibaba is open-sourcing Qwen 3.8-Max, its most capable model ever: a 2.4T-parameter MoE that beats GPT-5.6 Sol on SWE-bench Pro, PaperBench, and IFBench. We break down the benchmark caveats and what a 95B-active open flagship means for developers.
2026-08-16
AI Agents
Grok Bot goes after the last 10% of work most AI leaves undone
Grok Bot, xAI's new agent product, runs on its own cloud computer, signs into the tools you already use, learns workflows by watching you do them once, and finishes jobs end to end. The pitch behind it: most AI stops at 90% done.
2026-08-14
AI Economics
Alibaba's $18 plan runs Qwen and DeepSeek inside Claude Code
Alibaba Cloud's Token Plan Individual bundles Qwen and third-party models such as DeepSeek into a single credit pool, from $6 a month, usable inside Claude Code and Cursor. The company claims roughly 40% savings over pay-as-you-go, but the plan only works from Singapore and only inside approved tools.
2026-08-14
AI Models | NVIDIA Nemotron 3.5 Lightning
Why Nemotron 3.5 Lightning bets most agent steps don't need a big model
Nvidia's new open model runs locally with 3B active parameters and a 1M-token context, built for agents that stay running. Nvidia claims up to 4x throughput and 30% faster task completion than comparable open models.
2026-08-14
Sovereign AI in Europe
Mistral promises AI sovereignty, and its 1 GW compute bet shows the catch
Mistral's sovereignty push now has concrete products: region-locked endpoints, an SLA-backed tier, and third-party model hosting starting with GLM-5.2. The hard part is compute, which rests on a coalition of commitments and a 1 GW target for 2030.
2026-08-13
Artificial Intelligence
Grok 4.6 ties GPT-5.6 Sol at 61, then the component scores split
xAI's Grok 4.6 ties GPT-5.6 Sol at 61 on the Artificial Analysis Intelligence Index, a composite of nine benchmarks. The breakdown is lopsided: wins on knowledge work and most coding tests, losses on DeepSWE and Terminal-Bench. Available now in Cursor and Grok Build, from $2 per million input tokens.
2026-08-13