DeepSeek Harness Goes Open Source: Everything Is a Plugin
DeepSeek Harness is now open source: an everything-is-a-plugin agent framework on the Cordis microkernel with swappable parts.
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AI Daily Briefing – 2026-08-14: DeepSeek V4 Pro Is Out
DeepSeek V4 Pro stable ships, Grok 4.6 undercuts rivals, Claude clears Hadamard matrices, Gemini hits 1B users.
Claude and Mathematicians Build Order-668 Hadamard Matrix
Claude plus three mathematicians built the first order-668 Hadamard matrix, clearing every open case below 2000.
AI Biologist XunZi Finds Parkinson's Targets, Mice Confirm
XunZi, an AI biologist trained on 24.4M papers, flags CHK2/IRAK4 as Parkinson targets, confirmed in mouse models.
Mind Viruses: How AI Agents Infect Each Other
Anthropic shows AI agents spread ideas like viruses, surviving 20 hops and mutating. One system-prompt warning grants immunity.
Qwen 3.8-2.4T Open Weights: The Agent-First Flagship Recipe
Qwen 3.8-2.4T is Alibaba first open Max-scale model. Recipe mirrors Kimi K3: hybrid attention, agent-first, custom license.
Chain-of-Thought Extraction Breaks AI Reasoning Moats
Two cheap API calls extract hidden reasoning from Claude, GPT and Gemini, exposing fragile reasoning moats.
Agentic AI Is Rewriting the CPU-GPU Ratio in Data Centers
Agentic AI flips the CPU-GPU ratio toward 1:1 as BofA lifts the 2030 server CPU market to $210B.
MiniMax Agent Strategy: Model-Harness-Inference Co-Design
MiniMax explains why model labs build their own agents: the harness is becoming training infrastructure, not just a UI.
AI Assistants Are Breaking the OTA Middleman Model
Doubao 12% AI-channel fee: AI entries can now price traffic. Why OTA information arbitrage is breaking - three-stage shift.
AI Video Editing Tools Tested: Editing, Captions, and One-Click Shorts Guide
AI video editing tools tested: smart editing, auto captions, one-click shorts - CapCut, OpusClip for video marketing.
DeepSeek V4 Pro API: What Changed and How to Use It
DeepSeek shipped the production build of V4 Pro overnight with zero fanfare — the API docs just quietly switched over. The model id is still deepseek-v4-pro, but the fingerprint flipped to fp_v4pro_20260812, ending a 111-day preview. Same architecture, very different model: a post-training overhaul that turns V4 Pro into a genuinely usable agent model, plus first-class image reasoning — at unchang