Reviews are now approximately 3x faster, completing in 6–10 minutes, with eligible Enterprise organizations able to claim at least $10,000 in credits by January 15, 2027.
The study shows a complexity-dependent crossover where Plan-then-Retrieve excels on multi-tool queries while Retrieve-then-Plan wins on single-tool tasks.
SSR reduces per-turn reasoning latency by over 90% and total inference latency by 28–54% on 2B and 4B models.
Connectors can now use dedicated static IPs to reach providers like Salesforce and Snowflake that enforce IP allowlists.
Cat Jam is free to use during its stealth period and supports function calling and structured outputs for agentic tasks.
Open-weight model spend share more than quadrupled since June, while overall gateway spend grew 13x and average token prices fell 47%.
The update enables apps and agents to subscribe to webhook events from compatible MCP servers with automatic subscription renewal.
Pro teams can subscribe for $30 per month to receive $80 in shared credit for coding agents using GLM 5.3 and Kimi K3.
Vercel Drives is now generally available for Vercel Sandbox, allowing agents to persist files across different execution environments with default capacities of 1 TiB.
Vercel's new enterprise governance tools include generally available BYOC on AWS and a public beta for Enterprise-Managed Authorization via Vercel Connect.
The release includes automatic framework detection for FastAPI, Flask, Django, and FastHTML, along with Python SDKs for storage, queues, and AI models.
The model features 42B active parameters per token, a 1M-token context window, and supports text, image, audio, and video inputs.
A cluster of four M5 Ultra Mac Studios achieves over 36 tokens per second on the 816B-parameter Muse Spark Open model using new RDMA-based distributed inference.
The new version adds image input support and an experimental long-context mode for processing documents and logs.
Visko's Orbis model achieves 1.07x playback speed on a single Cloud TPU slice using JAX and custom kernels.
The Gemini agent is not yet publicly available, but startups can contact sales to prepare for its launch.
The new model supports text-to-image, multi-reference editing, and bounding-box layout control, with distilled checkpoints generating 1024x1024 images in ~2 seconds on H100 GPUs.
The inner display is 50% larger than the iPhone 18 Pro Max and features the A20 Pro chip
AI21’s Forward-Deployed Researchers post-trained NVIDIA Nemotron 3.5 Super VL with three partners in three weeks, achieving frontier-level performance at a fraction of the cost.
Converted the credit service's monolithic structure into a DDD-based architecture through 435 PRs
The model generates structured task and behavior descriptions from conversations to condition separate LLM-based user simulators, rather than generating user utterances directly.
MASS based on Qwen3.6-27B improves research benchmark performance by 1.2–1.6x, while SW benchmarks decline
A rank-16 LoRA distilled from representation analysis cuts the slop score by 83% without system prompts or significant quality loss.
The update introduces opt-in 'danger zone' flags for image support, a new 'box' type, and extended context lengths, alongside a new model version focused on multilingual improvements.
AI Briefing