@mnemebrain

Building MnemeBrain Belief memory for Al agents Contradictions. Evidence Revision Think TCP/IP for agent memory

AI
Joined December 2017
Every AI memory system I tested fails at contradiction detection. - Structured_memory 36% - Mem0: 29% - OpenAI RAG: 0% We built a benchmark to understand why. The problem isn't implementation. 𝐓𝐡𝐞 𝐀𝐈 𝐬𝐭𝐚𝐜𝐤 𝐢𝐬 𝐦𝐢𝐬𝐬𝐢𝐧𝐠 𝐚 𝐥𝐚𝐲𝐞𝐫. 🧵
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Building MnemeBrain Belief memory for Al agents Contradictions. Evidence Revision Think TCP/IP for agent memory @bankrbot Launch a token with name”mnemebrain” symbol “MNEMEBRAIN” on robinhood chain full unlock. attached this image for profil
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Claude Code just added structured auto-memory. That’s a big step forward for agent memory. But it also highlights something important: most AI systems still treat memory as stored notes. The harder problem is belief maintenance. 🧵 1/10
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This is the layer we’re exploring with MnemeBrain. Evidence → Belief node → Truth state → Confidence + decay Belief maintenance instead of retrieval. 9/10
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Claude Code is pushing the ecosystem forward with structured memory. The next step is belief systems. Memory ≠ beliefs. 10/10
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Mnemebrain retweeted
Very excited about the "First Proof" challenge. I believe novel frontier research is perhaps the most important way to evaluate capabilities of the next generation of AI models. We have run our internal model with limited human supervision on the ten proposed problems. The problems require expertise in their respective domains and are not easy to verify; based on feedback from experts, we believe at least six solutions (2, 4, 5, 6, 9, 10) have a high chance of being correct, and some further ones look promising. We will only publish the solution attempts after midnight (PT), per the authors' guidance - the sha256 hash of the PDF is d74f090af16fc8a19debf4c1fec11c0975be7d612bd5ae43c24ca939cd272b1a . This was a side-sprint executed in a week mostly by querying one of the models we're currently training; as such, the methodology we employed leaves a lot to be desired. We didn't provide proof ideas or mathematical suggestions to the model during this evaluation; for some solutions, we asked the model to expand upon some proofs, per expert feedback. We also manually facilitated a back-and-forth between this model and ChatGPT for verification, formatting and style. For some problems, we present the best of a few attempts according to human judgement. We are looking forward to more controlled evaluations in the next round! 1stproof.org #1stProof
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Mnemebrain retweeted
It was really exciting seeing a model we’re currently training tackling these frontier math research problems. With each checkpoint it became so much better at math research. I can’t wait till such intelligence is in the hands of ChatGPT users.
Very excited about the "First Proof" challenge. I believe novel frontier research is perhaps the most important way to evaluate capabilities of the next generation of AI models. We have run our internal model with limited human supervision on the ten proposed problems. The problems require expertise in their respective domains and are not easy to verify; based on feedback from experts, we believe at least six solutions (2, 4, 5, 6, 9, 10) have a high chance of being correct, and some further ones look promising. We will only publish the solution attempts after midnight (PT), per the authors' guidance - the sha256 hash of the PDF is d74f090af16fc8a19debf4c1fec11c0975be7d612bd5ae43c24ca939cd272b1a . This was a side-sprint executed in a week mostly by querying one of the models we're currently training; as such, the methodology we employed leaves a lot to be desired. We didn't provide proof ideas or mathematical suggestions to the model during this evaluation; for some solutions, we asked the model to expand upon some proofs, per expert feedback. We also manually facilitated a back-and-forth between this model and ChatGPT for verification, formatting and style. For some problems, we present the best of a few attempts according to human judgement. We are looking forward to more controlled evaluations in the next round! 1stproof.org #1stProof
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Mnemebrain retweeted
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It's been a huge month for Codex. 5.3, Spark, Codex app, OpenClaw. We're accelerating. Looking for top people in: - Full stack Typescript - Design engineering - Windows experience+distribution - React+Node performance - Crazy advanced git - Agent orchestration - Remote codex - Mobile DM me with a link to what you've built
Any longtime Windows developers/experts here who'd want to help make Codex great on Windows?
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Mnemebrain retweeted
@natseckatrina who leads some of our national security work is going to jump in to answer some of your questions
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Mnemebrain retweeted
@boazbaraktcs is also going to help out with answers!
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Mnemebrain retweeted
I have to go do something for awhile but can answer more questions tonight.
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