OpenAI tells users it will merge ChatGPT's Chat and Work tabs, starting with select users before a wider rollout. Both ChatGPT and Codex will draw tokens from one shared pool, OpenAI says, which could mean more frequent waits for resets for some heavy users. Anthropic combined Claude's chat and Cowork functions in September.
Anthropic reports about $17 billion in third-quarter revenue and $895.4 billion in aggregate purchase and lease commitments, mostly for compute and infrastructure, in an amended Form S-1 filed with the SEC. The filing updates its IPO prospectus with third-quarter results. Anthropic posts a $23.29 billion quarterly net loss.
Anthropic tells investors in a revised S-1/A filing that it may imminently meet its Responsible Scaling Policy definition of dramatically accelerated progress attributable to AI, the threshold it calls recursive self-improvement. The company says no current model has crossed that line and pledges to keep humans in frontier model development. The filing is dated November 2.
NVIDIA released Cosmos 3 Nano recipes and checkpoints that generate synchronized camera video and LiDAR for autonomous vehicle, robot, and surgical scenarios. The company says Cosmos NIM microservices deliver roughly 2 to 3 times faster inference on H200 GPUs through quantization, speculative decoding, and KV-cache-aware routing. Cosmos3-Nano generation needs 58 GiB in BF16 and 44 GiB in FP8 with offloading.
Framer rebuilt its Agent harness to execute JavaScript while the model still streams it, compiling complete statements into cells that run in a Web Worker. Framer says the change cuts tool steps by 43% and cached input tokens per message by 39%, with runs up to 33% cheaper and 20% faster. Cancelling generation on a failed assumption avoids output-token charges.
GitHub Next researchers propose enclaves, a single-use sandbox that limits what an agent reports about a private repository. GitHub Agentic Workflows, generally available as of last week, uses a trusted broker to check responses against a schema and a per-run information budget: a confidential repo allows 8 bits. The team says this blocks the GitLost private-to-public leak.
Anthropic releases message threads in public beta on the Claude Platform, letting agents send only new messages per turn instead of resending full history. Anthropic says requests of 500k to 1M tokens cut median time to first token by about 35%. Threads expire five minutes after the last request, and token usage is unchanged.
ChetasLua publishes The Moss Keeper, a one-file HTML anime short made with Fable 5.5, on GitHub. The film, an ancient overgrown giant rising at sunrise, sits in index.html as a base64 MP4 decoded to a Blob, with no dependencies or build step, so it plays offline. The repository has 156 stars and 19 forks.
42AI exits stealth with $62.5 million in seed funding, saying its behavioral world model predicts how individuals will decide in new situations. The Israeli startup says 10 large brokerages use it for liquidity, margin requirements, and hedging. CEO Amit Gal-Or claims 98% accuracy, though he says that measures trading flows falling within a predicted range.
Elon Musk confirms Grok Bot weekly usage limits were cut because serving the SpaceX agent cost more than it earned. Some users saw limits jump from 50% to 100% without using it. Musk did not say how subscriber limits change; SpaceX reported $431 million profit in its Super Intelligence division.