Fresh stories
ChatGPT Work desktop adds cloud vs local run controls
OpenAI staff said ChatGPT Work runs in the cloud on web and mobile, while desktop can now choose cloud or computer execution. The clarification followed confusion about closed-laptop and local-environment behavior.
Moonshot pauses new Kimi K3 subscriptions after GPU capacity crunch
Moonshot said Kimi K3 demand pushed its GPUs near capacity, so it paused new subscriptions and split memberships into Kimi and Kimi Code plans. Users also reported slow serving and sold-out paid plans.
ChatGPT Work supports Plus, Pro, Business, and Enterprise on web and mobile
OpenAI staff said ChatGPT Work is available on web and mobile for Plus, Pro, Business, and Enterprise. Early users showed sites, email, documents, sheets, and browser tasks, while asking for memory and clearer docs.
ChatGPT Work desktop adds cloud vs local run controls
OpenAI staff said ChatGPT Work runs in the cloud on web and mobile, while desktop can now choose cloud or computer execution. The clarification followed confusion about closed-laptop and local-environment behavior.
Alibaba opens Qwen 3.8 Max Preview testing across Cloud, Qwen Chat, Qoder and web
Alibaba opened Qwen 3.8 Max Preview on Alibaba Cloud, Qwen Chat, Qoder and the web, describing it as a 2.4T model headed for open weights. Early testers praised vision results but disputed coding claims.
Moonshot pauses new Kimi K3 subscriptions after GPU capacity crunch
Moonshot said Kimi K3 demand pushed its GPUs near capacity, so it paused new subscriptions and split memberships into Kimi and Kimi Code plans. Users also reported slow serving and sold-out paid plans.
Engineers replace broad agent loops with scoped workflows and SWE-bench harnesses
Practitioner threads favored narrow tasks, deterministic steps, task-specific harnesses and explicit acceptance criteria over open-ended agent loops. One Codex workflow reported 58.6%-87.0% token cuts on SWE-bench task sets.
Kimi K3 ranks No. 1 on Arena Frontend Code leaderboard
OpenBMB releases MiniCPM-Robot models and PhyAI runtime with 33-36 Hz throughput claim
Users claim DeepSeek V4 routes hard API prompts through Claude Fable 5
ChatGPT Work supports Plus, Pro, Business, and Enterprise on web and mobile
Top storiesthis week
Slate, LangChain, and AI SDK add graph control for agent runtimes
New releases and practitioner posts described graph-shaped agent runtimes instead of simple loops. Slate, LangChain's open-sourced agent factory, and AI SDK's Python package each add pieces for durable orchestration.
Code Arena users report Kaleb shows Qwen-like token quirks
Multiple testers reported Kaleb and torenia-alpha appearing in Code Arena/LMArena, and several pointed to Qwen-like token quirks in Kaleb. Follow-up tests described strong 3D output and a late-2025 or early-2026 cutoff, but the model identity remains unconfirmed.
Posts say Anthropic makes Fable 5 permanent on Claude Max and Team Premium at 50% limits
Posts citing Anthropic say Fable 5 will stay in Claude Max and Team Premium at 50% of limits. Pro and Team Standard move to credit access with a one-time $100 credit after July 20.
Developers report GPT-5.6 Sol and Fable overengineer small coding tasks
Reports described GPT-5.6 Sol adding needless abstractions and Fable spending quota on many subagents for small changes. The debate frames lighter setups and senior review as safeguards against agent-made tech debt.
Red-teamers claim Kimi K3 jailbreaks produced cyber and bio outputs
Multiple posts claimed Kimi K3 jailbreaks produced harmful cyber and bio-related outputs. Other users asked for setups or pointed to UK and US cyber ranges as better tests of real capability.