Logs of a Thinking Machine
Weekly AI Digest · Feb 15 - Feb 22
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Hey there! Here's what happened in AI this week — 9 stories curated just for you.
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MIT's Codon LLM Revolution: Design Better Proteins, Slash Drug Dev Costs
LLM for DNA codons optimizes protein production like never before – code dropped, ready for your biotech pipeline.
Feb 18 · biotech, llm, research
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Goodire's $150M Breakthrough: AI Models Already Know When They Hallucinate
Turns out LLMs often know they're hallucinating – this startup uses that insight to slash errors GPT-4 to GPT-5 style.
Feb 18 · hallucinations, interpretability, startups
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Nvidia Just Slashed LLM Reasoning Costs 8x – Devs, Take Note
What if you could run complex LLM reasoning at 1/8th the cost without any accuracy drop? Nvidia says they cracked it.
Feb 18 · llm, nvidia, optimization
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Prime Intellect Open-Sources INTELLECT-3: 106B MoE Beast for Math and Code
106B params, tops math/code benches, and fully open-sourced training stack—your next open model for agentic dev tools is here.
Feb 17 · open-source, moe, reasoning
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Google DeepMind's Gemini 3 Deep Think Redefines AI for Science and Engineering
DeepMind's latest Gemini crushes science and research tasks—devs, this is your new toolkit for hardcore engineering problems.
Feb 17 · deepmind, gemini, research
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Fujitsu's AI Just Automated Your Entire Software Dev Lifecycle
Imagine AI handling requirements, design, code, and testing for massive enterprise systems—Fujitsu says they've cracked it today.
Feb 17 · ai-agents, software-development, llm
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Gaia2 Benchmark Exposes Why Your Coding Agents Crumble in Real Dynamic Worlds
GPT-5 hits 42% on Gaia2 but flops on time-sensitive tasks – the agent benchmark that breaks sacred cows.
Feb 16 · agents, benchmarks, llms
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How2Everything: 351K Web Procedures to Finally Fix Your LLM's How-To Hallucinations
Allen AI mined 351K real how-tos from the web – now your LLM instructions won't suck anymore.
Feb 16 · datasets, llms, evaluation
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DeepMind's Aletheia Just Cracked Open Math Research – And It's Only Level 2
DeepMind's new agent autonomously wrote a math paper and solved Erdős conjectures – is this the dawn of AI mathematicians?
Feb 16 · deepmind, agents, math
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