AI 新闻与工具更新

Five labs, five minds: building a multi-model finance drama on small models

Job Searcher

Persona Atlas: Mapping How Famous Minds Think

Thousand Token Wood: shipping a multi-agent economy on a 3B model

Drives for Vercel Sandbox in Private Beta

Vercel Sandbox now supports drives in private beta. Drives are persistent, attachable storage with a lifecycle independent from any sandbox.Create a drive once, then mount it at a configurable path when starting a sandbox. When the sandbox stops, the drive remains available to attach to a later sandbox.Install the beta

The skills.sh API is now available

The skills.sh API is now available. Authenticate with your project's Vercel OIDC token and start querying more than 600,000 skills from across the open-source ecosystem.Search for skills, pull detailed info on any one, check its security audit, and more.Vercel issues a short-lived token scoped to your team and project,

Microsoft MAI-Voice-2

Expressive TTS with voice cloning in 15 languages Discussion | Link

Agent Browser Shield

Block prompt inject & cut token costs for AI browser agents Discussion | Link

Nemotron 3 Ultra by NVIDIA

Powers faster, efficient reasoning for long-running agents Discussion | Link

Nemotron 3.5 Content Safety: Customizable Multimodal Safety for Global Enterprise AI

Updates to Legal Terms

The proliferation of agentic workflows means developers now regularly grant AI tools direct access to their infrastructure, use services that act autonomously, and build on platforms that themselves use AI to operate. We’ve updated our Terms of Service and Marketplace terms to clarify shared responsibility when actions

How to Fine-Tune Nemotron 3.5 ASR for Your Language, Domain, or Accent

EVA-Bench Data 2.0: 3 Domains, 121 Tools, 213 Scenarios

How Endava is redesigning software delivery around AI agents

Learn how Endava is using AI agents, ChatGPT Enterprise, and Codex to accelerate software delivery, automate workflows, and build an AI-native culture across the enterprise.

Leni

The world’s most accurate AI for investors Discussion | Link

Task-Seeded Synthetic Q&A Generation for Nemotron Pretraining

Dreaming: Better memory for a more helpful ChatGPT

ChatGPT introduces a new memory system to better remember preferences, keeping context fresh and relevant across conversations.

Minimi

Your ambient memory for Claude Discussion | Link

Nemotron 3 Ultra now available on AI Gateway

Nemotron 3 Ultra from Nvidia is now available on Vercel AI Gateway.Nemotron 3 Ultra is an open Mixture-of-Experts reasoning model built for orchestrating long-running agent workflows, with a 1M token context window. The model targets multi-turn agent workflows: planning, tool use, sub-agent delegation, and error recove

Intelligent Terminal

Windows Terminal with native agent integration Discussion | Link

Boxes.dev

Run Claude Code and Codex in your own cloud environment Discussion | Link

Designing the hf CLI as an agent-optimized way to work with the Hub

Build and deploy Shopify storefronts on Vercel

You can now create a Shopify store directly from Vercel and start building a production-ready storefront in minutes.Install the Shopify integration to automatically configure your Shopify credentials in Vercel. Create a free test store, build with v0 and deploy without leaving your workflow. When you're ready to launch

Biodefense in the Intelligence Age

An action plan for AI-powered biological resilience