speaking of things that have gotten over a threshold for me, the combo of the new ChatGPT model, personality, and personalization feels like a new thing
LLMS
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Essential Research Papers for Mastering Transformers and LLMs
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Top 26 Essential Papers for Mastering LLMs and Transformers Implement those and you’ve captured ~90% of the alpha behind modern LLMs. Everything else is garnish. This list bridges the Transformer foundations with the reasoning, MoE, and agentic shift Recommended Reading
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AI Performance Leap: ‘Framemogged’ Realtime Capabilities Redefined
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I believe the kids call this "
@thinkymachines just brutally framemogged gdm and oai". basically everyone's definition of "realtime" just got a massive frciking upgrade -
Agentic Context Engineering: Evolving AI Context Over Time
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Instead of treating prompts as static, Agentic Context Engineering (ACE) explores how context can evolve over time through generation, reflection, and curation. Read the paper
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Thinking Machines introduces new AI interaction paradigm beyond ChatGPT
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I think this is bigger than it sounds at first glance.
— Chubby♨️ (@kimmonismus) 11 mai 2026
Thinking Machines hasn't just unveiled "ChatGPT, but better." Instead, they've introduced something that addresses a much deeper issue: the very way we interact with AI.
So far, AI often feels like email with very clever… https://t.co/HYdLmbhw9c pic.twitter.com/jPlW5IQkwZI think this is bigger than it sounds at first glance. Thinking Machines hasn't just unveiled "ChatGPT, but better." Instead, they've introduced something that addresses a much deeper issue: the very way we interact with AI. So far, AI often feels like email with very clever
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Claude Code and the Role of Symbolic Tools in AI Reasoning
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1. Claude Code is not pure deep learning; without symbolic tools those results would not be achievable
2. Mythos probably isn’t pure deep learning either
3. Software engineering is something they have spent a lot of time engineering (not just with deep learning) and it admits -

Research Preview of Real-Time Voice Interaction Models Announced
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THINKING MACHINES : Research preview of a new family of realtime voice models have been announced! > Today, we’re announcing a research preview of interaction models: models that handle interaction natively rather than through external scaffolding. > Our research preview
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Evaluating AI models for integration
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we'd love to vibe check these models on @every
! they look amazing
