Intuit targets the mid-market ERP gap with AI

Kimi K3.1 Pro: A 2.8T Open-Weight Model That Nearly Matches Claude Opus 5.5 on Coding

Kimi K3.1 Pro: A 2.8T Open-Weight Model That Nearly Matches Claude Opus 5.5 on Coding The most interesting model release this week didn't come from OpenAI or Anthropic.

• Kimi K3.1 Pro launched on October 23 with 2.8 trillion parameters and 1 million token context window
• Post-training enhancements, not parameter increase, boost performance on coding tasks
• 61.2% success rate on Moonshot's Kimi Code Bench 3.0, outperforming GPT-6 Astra

2h ago ·dev.to

RAG as an MCP Server: How I Let Claude Code Search My Own Documents

This article is for AI developers who want Claude Code to answer questions from their own documents. Claude Code can already read files in your project, but it opens them one by one and reads them as…

• Claude Code can now retrieve relevant passages from personal documents using MCP server
• MCP server employs Streamable HTTP protocol, eliminating need for API keys
• Server indexes documents locally using Chroma, generating embeddings via Hugging Face

2h ago ·dev.to

In Other News: Anthropic Breach Dispute, UEFI Flaw Hits Most Servers, Cloudflare AI Data Leak

Noteworthy stories that might have slipped under the radar: Iran eyed in military freezer hacks, Copenhagen University breach, AI-powered malware.

2h ago ·securityweek.com