Mike Carroll @mikecarroll_eng
Engineer. Previously @Facebook Seattle, WA Joined October 2009-
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There is significant unmet demand for developers who understand AI. At the same time, because most universities have not yet adapted their curricula to the new reality of programming jobs being much more productive with AI tools, there is also an uptick in unemployment of recent…
A 14B model just beat a 671B model on math reasoning. Here’s how Microsoft’s rStar2-Agent achieves frontier math performance in 1 week of RL training - by “thinking smarter, not longer.” 🧵
Intresting details x24 time cut in RL and usage of Puffer
Intresting details x24 time cut in RL and usage of Puffer
This new DeepMind research shows just how broken vector search is. Turns out some docs in your index are theoretically incapable of being retrieved by vector search, given a certain dimension count of the embedding. Plain old BM25 from 1994 outperforms it on recall. 1/4
time travel is here.. this app lets you revive past memories in mixed reality.. insane wizard 👉 wistlabs .com
OpenAI just published their official prompting guide for GPT-5. Master these 6 critical prompting techniques:
If you’re selling, your job isn’t to sell, it’s to build trust.
Go check out ethz-vlg. github. io/mvtracker/it's a really clever idea for multiview tracking, and they made an awesome @rerundotio integration on their project page!
My mind is blown. Today, I was testing the latest @shadcn MCP with Figma MCP and our upcoming pro-blocks registry (CLI 3.0). It was able to create this simple landing page designed in Figma with Pro Blocks and custom styles in around 4 minutes.
Stitch by Google got a Canvas feature! Now you can plot and edit a whole UI journey over there. So much to test 🤯
Stitch by Google got a Canvas feature! Now you can plot and edit a whole UI journey over there. So much to test 🤯 https://t.co/NM74rU56JS
Your brain doesn’t erase memories — it just loses the keys that unlock them. This paper introduces a key-value memory system that splits how the brain stores and retrieves. Keys go to the hippocampus for quick access. Values go to the neocortex for high-fidelity storage.
great point about limits of RL and needs for new ideas and approaches
great point about limits of RL and needs for new ideas and approaches
unbelievable progress, especially when look at the starting point 5B vs $0
🔍 How do we teach an LLM to 𝘮𝘢𝘴𝘵𝘦𝘳 a body of knowledge? In new work with @AIatMeta, we propose Active Reading 📙: a way for models to teach themselves new things by self-studying their training data. Results: * 𝟔𝟔% on SimpleQA w/ an 8B model by studying the wikipedia…
MatchAnything is an insane framework authors have tried to get every view that they can and dump them to modern keypoint matching models for instance you can match iphone map view to google aerial view, thermal camera views to day view even if the images are warped!
From GPT to MoE: I reviewed & compared the main LLMs of 2025 in terms of their architectural design from DeepSeek-V3 to Kimi 2. Multi-head Latent Attention, sliding window attention, new Post- & Pre-Norm placements, NoPE, shared-expert MoEs, and more... magazine.sebastianraschka.com/p/the-big-llm-…
so true lmao
Build better RAG by letting a team of agents extract and connect your reference materials into a knowledge graph. Our new short course, “Agentic Knowledge Graph Construction,” taught by @neo4j Innovation Lead @akollegger, shows you how. Knowledge graphs are an important way to…

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