TRINITY: An Evolved LLM Coordinator https://
arxiv.org/abs/2512.04695
RESEARCH
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TRINITY: An Evolved LLM Coordinator System
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AI’s Role in Curating Memory, Identity and Legacy
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#AI’s Role in Curating Memory, Identity and Legacy
by Liam Houghton @UniteAi Learn more: https://
bit.ly/4sM2fHL #ArtificialIntelligence #MachineLearning #ML -
TRINITY: Advanced LLM Coordinator Framework Unveiled
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TRINITY: An Evolved LLM Coordinator Paper: https://
arxiv.org/abs/2512.04695
OpenReview: https://
openreview.net/forum?id=5HaRj
Xai12
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AI and Healthspan Interview with Leading Medical Experts
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My interview on healthspan and AI with @mmlederman1 and @LCalabreseDO @paijournal transcript video https://
youtube.com/watch?v=QXga7d
pvmk8
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paijournal.com/index.php/paij
ournal/article/view/1028
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Medical AI Lacks Evidence for Improving Patient Care
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On the lack of compelling evidence that medical AI is improving patient care, and what to do about it, a @NatureMedicine editorial https://
nature.com/articles/s4159
1-026-04389-4
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World Models: Key Research Direction for Advanced AI Systems
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In other words, you need the world models that LeCun, Schmidhuber, Fei Fei Li, and I have been advocating for all along. https://t.co/WGr50dHTUT
— Gary Marcus (@GaryMarcus) 26 avril 2026In other words, you need the world models that LeCun, Schmidhuber, Fei Fei Li, and I have been advocating for all along.
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Fast Fourier Transform: Classic MIT Algorithm Breakdown
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61 years ago this month, the Fast Fourier Transform was created, a powerful tool for image compression & data analysis.
— MIT CSAIL (@MIT_CSAIL) 26 avril 2026
Watch a classic MIT breakdown of FFT, perhaps the most-taught algorithm at the Institute: https://t.co/R7zdspBswx
v/@MITOCW pic.twitter.com/lVabrS3syd61 years ago this month, the Fast Fourier Transform was created, a powerful tool for image compression & data analysis. Watch a classic MIT breakdown of FFT, perhaps the most-taught algorithm at the Institute: https://
bit.ly/4cNMbPm v/
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Top AI Papers of the Week: April 19-26
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The Top AI Papers of the Week (April 19 – 26) – Skill-RAG
– DeepSeek V4
– Autogenesis
– Attention to Mamba
– Stateless Decision Memory
– Self-Evolving Logic Synthesis
– Self-Generated World Knowledge Read on for more: -
Image Generators as Vision Foundation Models Through Instruction Tuning
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"Image Generators are Generalist Vision Learners" This paper argues that image generation training acts like vision pretraining. They use light instruction-tuning to turn a pretrained image generator into a generalist vision model. With the key idea being representing vision
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Essential Deep Learning Books Series for Data Scientists
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A Series of Deep Learning Books to Read! #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Series-DL-Read