We can’t have AGI before we have a genius world model
RESEARCH
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Fast KV Compaction via Attention Matching for Long-Context LLMs
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"Fast KV Compaction via Attention Matching" The current problem is that long-context LLMs would choke on KV cache memory, so systems either drop tokens or write lossy summaries. As a solution, the paper shows you can shrink an entire prefix to ~50x fewer KV slots by solving
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AI Models Cannot Accurately Predict Biological Flight Capabilities
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> You don’t have the biomechanics to fly how do you even know?
have you met me… the models are not good enough -
Agent-1 to Superintelligence: Decoding AI 2027 Implications
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From Agent-1 to Superintelligence: Decoding the AI 2027 Scenario and Its Profound Implications Check out my article: https://
linkedin.com/pulse/from-age
nt-1-superintelligence-decoding-ai-2027-its-giuliano-liguori–vb1vf
… Via @ingliguori #AI2027 #FutureTech -
AI Generation of Historic Scientific Breakthroughs Like Einstein’s Annus Mirabilis
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What a brilliant idea! Maybe try cutting it off in 1904 and see if AI could generate Einstein’s https://t.co/YNtgUyg5WB and similar for Gödel, Curie, … https://t.co/lQOGt93xeY
— Ken Goldberg (@Ken_Goldberg) 22 février 2026What a brilliant idea! Maybe try cutting it off in 1904 and see if AI could generate Einstein’s https://
en.wikipedia.org/wiki/Annus_mir
abilis_papers
… and similar for Gödel, Curie, … -
Essential Mathematics for Data Science and Big Data Analytics
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Math for #DataScience! #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Mathematics #Coding #100DaysofCode https://
geni.us/Math-DSci -
Master PySpark for Big Data Analytics and Machine Learning
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Learn #PySpark! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Learn-PySpark -
Hello World: 50 Years of Programming History
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This month, “hello world” said “hello world!” The term was coined in a seminal programming book published in 1978: “C Programming Language,” written by Brian Kernighan and Dennis Ritchie: https://
go.aws/37TmOZq -
CRISPR enables causal understanding of immune system complexity
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The complexity of our immune system is daunting. But there's a path to deconvolute it and understand causal relationships. It's CRISPR. open-access @JExpMed https://
rupress.org/jem/article/22
3/3/e20241266/281510/Next-generation-CRISPR-screens-enable-causal
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New RAG Approach Achieves 98.7% Accuracy Without Vector Database
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Researchers built a new RAG approach that:
— Akshay 🚀 (@akshay_pachaar) 22 février 2026
– does not need a vector DB.
– does not embed data.
– involves no chunking.
– performs no similarity search.
And it hit 98.7% accuracy on a financial benchmark (SOTA).
Here's the core problem with RAG that this new approach solves:… pic.twitter.com/g8vf7HT3WKResearchers built a new RAG approach that: – does not need a vector DB.
– does not embed data.
– involves no chunking.
– performs no similarity search. And it hit 98.7% accuracy on a financial benchmark (SOTA). Here's the core problem with RAG that this new approach solves: