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Linkstream
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Various links I find interesting. Mostly hardcore tech :) // by @oleksandr_now. See @notatky for the personal stuff
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llm "hallucinations", human anxiety and a lot of other things have one thing in common: trying to do something when the optimal decision would be to do nothing this time
https://www.evanmiller.org/attention-is-off-by-one.html
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Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

nice paper, what's interesting is that graph databases make almost no difference in their tests, compared to just a vector store of facts distilled from history
https://mem0.ai/research
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https://github.com/jessevig/bertviz is an interactive llm visualizer; be sure to play with it while i'm trying to find the time to >_<
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raw sensors are kind of hard to improve right now (they're effectively photon counters for some time already), but CPUs are improved so we can combine the data acquired in much more clever ways than just averaging
https://www.science.org/doi/10.1126/scirobotics.adj8124
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4D video. right in your browser. works on modern phones as well
https://www.4dv.ai/viewer/salmon_10s?showdemo=4dv

reminds me of my voxel experiments back in 2008. little did i know how much more compute would be required to get it to be real-time, yet here we are
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you won't hear stories like this from
OpenAI or Anthropic because they are trying to look invincible, but this is how cutting edge AI development looks behind the scenes

https://x.com/bloc97_/status/1942263691421810820
pic: nous research discovering issues in the middle of a huge training run
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2+ billion of eSIM-equipped systems worldwide can be compromised remotely (more details at the link)
https://security-explorations.com/esim-security.html
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