OpenAI Model Disproves Erdos Conjecture After 80 Years
An OpenAI reasoning model autonomously disproved the Erdos unit distance conjecture, a geometry problem unsolved since 1946. Fields medalist Tim Gowers calls it a milestone in AI mathematics.
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Deep dives, tutorials, and analysis for AI-powered creators.
Inter-1 Streaming: Real-Time Behavioral AI for Live Video
Interhuman AI launched a streaming API for Inter-1 on May 20, bringing real-time behavioral signal detection from live video over WebSocket to developers building coaching and creator tools.
GitHub Security Breach: What AI Creators Must Do Now
GitHub confirmed unauthorized access to its own internal repositories on May 19, 2026. Customer repos are not known to be affected, but here is what AI creators should audit now.
Claude Agents Get Self-Hosted Sandboxes and MCP Tunnels
Anthropic shipped self-hosted sandboxes (public beta) and private MCP tunnels (research preview) for Claude Managed Agents so tool execution and internal data access can stay on customer infrastructure.
Mistral AI Acquires Emmi AI for Industrial Engineering
Mistral AI acquired Emmi AI on May 19, adding a 30-person Physics AI team from Linz, Austria that develops neural surrogate models for industrial simulation.
NVIDIA Nemotron Diffusion: 3x Faster LLM Decoding
NVIDIA released the Nemotron-Labs-Diffusion family on Hugging Face, an open-weights LLM that switches between autoregressive, diffusion, and self-speculation decoding for 2.7x to 3.3x throughput gains.
Mirelo SFX 1.6 Adds Audio Inpainting for Video Creators
Mirelo SFX 1.6 adds audio extension, inpainting, and seamless loops to its video-to-audio model.
Forge Gives Local AI Agents Enterprise-Grade Reliability
Open-source Forge framework adds guardrails to 8B local models, lifting agentic task reliability to 86.5% -- no cloud API required.