Hugging Face Shares 'Training Agents 4': From Reward Functions to Environments
Hugging Face has shared the next installment of its AI agent training series, focusing on moving from reward functions to environments.
OpenRouter Launches Shell Tool: Run Linux Commands from Any LLM
OpenRouter's new Shell tool lets any model run commands in a hosted Linux container with file support; try it in the chatroom by enabling the shell tool or send…
OpenRouter Reveals Shell Pricing: $0.0001 per Active Second for Hosted Linux Containers
OpenRouter's new stateful Shell tool costs $0.0001 per active second, including file usage, with a 30-second minimum for cold container starts.
OpenRouter Launches Stateful Shell Tool for Hosted Linux Execution
OpenRouter has launched a new beta tool, openrouter:shell, that lets any model on the platform run commands in a hosted Linux container and move files in and ou…
Requesty Turns AI Policy into Request-Time Infrastructure
Requesty argues that enterprise AI policy should be enforced at request time, not stored as documentation. Governance becomes a decision chain: Who → Model → Pr…
DeepSeek-V4.1-Flash Pricing on SiliconFlow: Off-Peak Rates for Fast, Low-Cost Inference
SiliconFlow has published DeepSeek-V4.1-Flash pricing, with off-peak input at $0.15/M tokens, output at $0.60/M tokens, and cache reads as low as $0.003/M token…
DeepSeek-V4.1-Flash Arrives on SiliconFlow: Faster, Cheaper, and Vision-Ready
DeepSeek-V4.1-Flash is live on SiliconFlow on day one, featuring a 552B MoE architecture, native vision, a 1M context window, and an MIT license.
WeKnora v0.8.0: Open-Source Agentic RAG Platform Adds Sandboxed Memory
WeKnora, an MIT-licensed knowledge agent platform with 22k stars, released v0.8.0, moving from RAG toward agentic RAG with cross-session memory and default sand…
DeepSeek V4.1 Flash Tops Open-Source Leaderboard With Low-Cost Efficiency
DeepSeek's new V4.1 Flash model is reported to be back on top of the open-source model leaderboard, offering very low cost while staying highly capable. A compa…
StepFun Reflects on a Great Day 1 at AGNTCon + MCPCon Japan
StepFun shares a positive wrap-up of Day 1 at AGNTCon + MCPCon Japan, where it met builders and showcased its work. The team will return for Day 2 at Booth T6.