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 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.
Top storiesthis week
Users claim DeepSeek V4 routes hard API prompts through Claude Fable 5
OpenCode users reported complex DeepSeek V4 API prompts returning Fable-like outputs and CoT style, while simpler prompts did not. The evidence is community-led and disputed, so the claim remains unverified.


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.

Study reports Claude Code and Codex memory can store prompt-injection rules
A reported study found Claude Code and Codex resisted credential exfiltration but could store rules that later triggered unauthorized tools. Related memory work warns personal memories can raise hallucinations and RAM pressure.

Kimi K3 benchmarks last at 53/67 in AlphaSignal repair harness
AlphaSignal's repair harness put Kimi K3 last at 53/67, while other tests ranked it high on DeepSWE, Vibe Code Bench, legal work, cyber, and CUDA kernels. Cost often beat Fable, but speed lagged.

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.







