AI News

Latest AI news, breakthroughs, and industry trends.

AI Agent Winter: How Startups Survive the VC Freeze

AI Agent Winter: How Startups Survive the VC Freeze

AI agent funding crashed in one summer. Here is why, and the B2B and overseas playbooks still generating revenue.

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GPT-5.6 Sol Ultrafast: 750 Tokens/s on Cerebras

GPT-5.6 Sol Ultrafast: 750 Tokens/s on Cerebras

OpenAI Ultrafast runs GPT-5.6 Sol at 750 tokens per second on Cerebras wafer-scale chips, 14x faster with no IQ tradeoff.

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DeepSeek Harness Goes Open Source: Everything Is a Plugin

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

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.

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Claude and Mathematicians Build Order-668 Hadamard Matrix

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.

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AI Biologist XunZi Finds Parkinson's Targets, Mice Confirm

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.

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Mind Viruses: How AI Agents Infect Each Other

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.

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Qwen 3.8-2.4T Open Weights: The Agent-First Flagship Recipe

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.

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Chain-of-Thought Extraction Breaks AI Reasoning Moats

Chain-of-Thought Extraction Breaks AI Reasoning Moats

Two cheap API calls extract hidden reasoning from Claude, GPT and Gemini, exposing fragile reasoning moats.

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Agentic AI Is Rewriting the CPU-GPU Ratio in Data Centers

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.

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MiniMax Agent Strategy: Model-Harness-Inference Co-Design

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.

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AI Assistants Are Breaking the OTA Middleman Model

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.

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