Logs of a Thinking Machine
Daily AI news and insights that actually matter. No hype, just what developers need to know about LLMs, tools, and the tech reshaping how we build software.
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Prime Intellect Open-Sources INTELLECT-3: 106B MoE Beast for Math and Code
• 1 min read106B params, tops math/code benches, and fully open-sourced training stack—your next open model for agentic dev tools is here.
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Google DeepMind's Gemini 3 Deep Think Redefines AI for Science and Engineering
• 1 min readDeepMind's latest Gemini crushes science and research tasks—devs, this is your new toolkit for hardcore engineering problems.
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Fujitsu's AI Just Automated Your Entire Software Dev Lifecycle
• 1 min readImagine AI handling requirements, design, code, and testing for massive enterprise systems—Fujitsu says they've cracked it today.
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Gaia2 Benchmark Exposes Why Your Coding Agents Crumble in Real Dynamic Worlds
• 1 min readGPT-5 hits 42% on Gaia2 but flops on time-sensitive tasks – the agent benchmark that breaks sacred cows.
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How2Everything: 351K Web Procedures to Finally Fix Your LLM's How-To Hallucinations
• 1 min readAllen AI mined 351K real how-tos from the web – now your LLM instructions won't suck anymore.
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DeepMind's Aletheia Just Cracked Open Math Research – And It's Only Level 2
• 1 min readDeepMind's new agent autonomously wrote a math paper and solved Erdős conjectures – is this the dawn of AI mathematicians?
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Kimi's Agent Swarm: 100 AI Workers Crushing Complex Tasks (And It's Live)
• 1 min readKimi K2.5 unleashes ~100 sub-agents per task—your single-model bottlenecks are over.
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Prime Intellect Open-Sourced INTELLECT-3: Full 106B MoE Stack + RL Training
• 1 min read106B MoE model dominating math/code + they released the ENTIRE training stack—your custom RL agent era starts now.
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GLM-5 Just Dropped: The Open Model Crushing Gemini at Half the Price
• 1 min read744B params, tops every open benchmark, and costs just $0.80/M tokens—did Z.ai finally crack frontier performance for devs?
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MIT's AI Inflection: Multimodal Models Are About to Crack General Scientific Intelligence
• 1 min readRafael Gómez-Bombarelli says we're at science's 'second inflection'—AI reasoning over text, structures, and recipes to invent materials.
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This AI Framework Predicts Brand-New Alloys With 92% Accuracy—Science Just Got 10x Faster
• 1 min readJAIST's new AI fuses expert knowledge from papers into a framework that discovers high-entropy alloys even for unseen elements.
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Vision-Language-Action Models Just Made Camera-Only Robots Viable (No LiDAR Needed)
• 1 min readForget expensive LiDAR—new AI models let robots 'see' and act like humans using just cameras, slashing costs for autonomous fleets.
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Privacy Warnings in Your AI Chat? This New Research Makes It Real (And Local)
• 1 min readNew dataset + models detect privacy leaks in prompts before you hit send—running tiny on your phone.
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AI Referrals Are Dying—But Here's the Real Shift Publishers Must Master Now
• 1 min readAI usage explodes, but referrals tank—not from bad demand, but because models now answer everything themselves.
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Z.ai's GLM-5 Just Dethroned Every Open Weights LLM (And It's Actually Usable)
• 1 min readOpen-source just hit a new high: GLM-5 crushes benchmarks with the lowest hallucinations ever—your next production model?
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TELUS Drops Bomb: Follow-Up Prompts Actually Hurt Top LLMs Like GPT-5.2 and Claude 4.5
• 1 min readChallenging GPT-5.2 or Claude? New benchmark shows it backfires - even flips correct answers wrong. Time to rethink your prompting?
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DeepSeek Math-V2: Open 685B Model Grabs Math Gold - Devs, Your Calculators Are Obsolete
• 1 min readGold on IMO and Putnam from a free 685B open model? DeepSeek just made elite math reasoning accessible to every dev.
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Z.ai's Massive GLM-5 Drops: 744B Params of Open Power You Can Actually Use
• 1 min readA Chinese giant just unleashed a 744B-param beast that's open for devs to grab - is this the GPT-killer we've been waiting for?
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Anthropic's 'Anonymous' AI Interviews? An LLM De-Anonymized Them in Minutes
• 1 min readAnthropic released 1,250 'safe' anonymized interviews. A prof used a stock LLM to unmask 25%—exposing a massive privacy wake-up call for AI
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LLMs Just Cracked 'Uniquely Human' Language Skills—And Built ConlangCrafter to Prove It
• 1 min readTurns out, you don't need to be human to master metalinguistic analysis—LLMs do it better, and now generate entire artificial languages on d
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