GLM-4.7 “REAP”: How to Run a 218B Parameter Super-Model Locally
The dream of Sovereign AI is real. Using a new technique called REAP, you can now run GPT-5 class intelligence (GLM-4.7) on consumer hardware. Here is the full technical breakdown.
LangChain Polly: Your AI “Agent Engineer” Has Arrived (Full Breakdown)
Meet Polly, LangChain’s new AI Agent that debugs *other* AI agents. As agentic systems grow in complexity, “AI Fixing AI” is no longer a luxury—it’s the only way forward.
Is the “Intelligence Explosion” Finally Beginning?
The I.J. Good “Intelligence Explosion” hypothesis predicts AI that improves itself. With new math proofs and self-coding barriers breaking in early 2026, are we in the spark phase?
AI Just Solved One of Math’s Hardest Problems (And It Wasn’t OpenAI Alone)
AI agents GPT-5.2 and ‘Aristotle’ just cracked Erdős Problem #397. Here’s how formal verification is ending the era of AI hallucinations.
Apple & Google’s $1B Gemini Alliance: The End of the AI Cold War as We Knew It
Apple and Google announce a multi-year partnership integrating Gemini into Siri. Here’s why this $1B deal redraws the AI map and squeezes OpenAI.
Chinese AI Labs Are Just Amazing
GLM 4.7 just hit 73.8% on SWE-bench. DeepSeek costs $0.28/M tokens. I tested them all. Here’s why Chinese AI labs are winning the coding wars.
Tencent’s SearchAgent-8B: Free Deep Research Without the API Bill
Tencent’s open-source SearchAgent-8B performs 10+ retrieval turns for deep research at zero API cost. Run it locally on your own data.
Devin Is Now 2x Faster: What Claude Sonnet 4.5 Changed
Devin’s 67% PR merge rate and 4x faster problem-solving signal a shift in AI software engineering. Here’s the technical breakdown.
QwenLong-L1.5: How Alibaba Cracked the 4 Million Token Reasoning Problem
QwenLong-L1.5 processes up to 4M tokens with state-of-the-art reasoning. Learn how Alibaba’s memory-augmented architecture matches GPT-5 performance.
NVIDIA’s $20B Groq Deal: The Strategic Acqui-Hire That Changes Everything
NVIDIA pays $20B to acquire Groq’s inference technology and team—not the company. Here’s why this strategic move reshapes the AI chip market and what it means for AMD.