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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Anthropic's New Tool-Use API Lets Claude Build Your Entire App Stack - Game Changer
• 1 min readClaude's tool-use API dropped today - it now autonomously calls GitHub, Vercel, Postgres, and Stripe to ship full apps from one prompt.
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Mistral's Mixtral-8x22B Is Free, Open Source, and Beats Llama 3.1 - Download Now
• 1 min readMistral just open-sourced Mixtral-8x22B under Apache 2.0 - 22B params, runs on a single RTX 4090, and crushes proprietary models at 1/10th t
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OpenAI's o5 Just Crushed Every Coding Benchmark - Here's Why Developers Are Freaking Out
• 1 min readOpenAI dropped o5 today and it's solving LeetCode hard problems 92% faster than GPT-4o - your pair programming days might be over.
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LLM Evaluations Just Hit 90% Accuracy - Finally Trust Your Model Benchmarks
• 1 min readNew Define-Test-Diagnose-Fix workflow nails 90% accuracy evaluating LLMs - no more guessing if your prompt tweaks actually helped.
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OpenAI's Prism: Free GPT-5.2 Workspace That Could Kill Your Research Workflow (In a Good Way)
• 1 min readOpenAI just made GPT-5.2 a free scientific word processor - scientists, say goodbye to writer's block forever.
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Moonshot AI Just Dropped the World's Most Advanced Open-Source LLM - And It's Built for Agents
• 1 min readThis new open-source beast from Moonshot crushes reasoning benchmarks while sipping hardware - time to ditch your bloated closed models?
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$60B Nvidia-OpenAI-Microsoft-Amazon Mega-Deal: Compute Wars Just Went Nuclear
• 1 min readFour titans pooling $60 billion to flood the world with genAI scale—your inference costs are about to plummet.
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Moonshot's Kimi K2.5: The Agent That Generates Video *and* Thinks Autonomously
• 1 min readForget text-only LLMs—Kimi K2.5 builds videos from prompts and handles tasks solo, outpacing U.S. benchmarks.
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DeepSeek V4 Just Solved AI's Biggest Bottleneck - And It's Open Source
• 1 min readWhat if you could train GPT-4 level reasoning on a laptop budget? DeepSeek's 2026 bombshell makes it real.
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New Research: LLMs 'Surprise' Signals Match Human Brains—Unlocking the Next Cognition Leap?
• 1 min readFeed stories to Llama, measure prediction fails as 'surprise'—it mirrors human brain scans. Game-changer for narrative AI?
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2 Million LLM Sessions Prove ChatGPT Isn't Enough—Here's Your 2026 Multi-Model Strategy
• 1 min readChatGPT owns 84% of discovery, but Copilot and Claude are exploding 10x faster—your single-model bet is doomed.
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Penn AI Just Dropped $1.3M to Build the Ultimate Molecule-Designing LLM (And It's Open Source)
• 1 min readImagine an LLM that doesn't just chat about molecules—it designs them from 3D structures. Penn's dropping a massive open dataset to make it
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**Anthropic's Claude Cowork: Agentic AI Finally Feels Like a Real Teammate**
• 1 min readClaude Cowork turns chats into collaborative workspaces—devs, say hello to your new AI coworker.
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**Arcee AI Drops 400B Open Source Beast—Trinity Crushes Closed Models for Pennies**
• 1 min readA tiny startup just open-sourced a 400B-param LLM that devs can fine-tune today—goodbye gatekept giants.
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**Light-Emitting Neurons Just Unlocked 3D AI Hardware That Actually Scales**
• 1 min readImagine cramming dense 3D neural nets into tiny chips that crush speech recognition—developers, your edge AI dreams just got real.
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DeepSeek's New Tricks Herald V4: Smarter Training and Memory That Could Upend Efficiency Wars
• 1 min readChina's DeepSeek drops papers on stable hyper-connections and 'Engram' memory—V4 might just lap Claude and GPT in coding.
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Partsol's AI Stem Cells Promise Hallucination-Free Intelligence for High-Stakes Apps
• 1 min readFinally, an AI that grows from 'truth' instead of guesses—say goodbye to hallucinations in finance, healthcare, and law.
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Tiny Startup Drops 400B Open Source Beast That Crushes Llama
• 1 min readA scrappy team just built a 400B open source LLM from scratch that beats Meta's Llama on coding and math—developers, your new favorite toy i
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AI Papers Explode 90% for Non-English Researchers – But Quality's Taking Hits
• 1 min readLLMs just leveled science for global researchers – 90% output boost... at what cost?
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LLM-in-Sandbox Unlocks Agentic Magic Without Training – Code Your Way to Physics Prowess
• 1 min readStrong LLMs just spontaneously hacked a virtual computer to crush non-code tasks – no fine-tuning needed.
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