Snorkel’s FinQA Reasoning Benchmark is now live on @PrimeIntellect
! Test how well your models reason through real financial data — with multi-step tool use, SQL querying, and iterative logic. Explore it here
MACHINE LEARNING
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Snorkel’s FinQA Reasoning Benchmark Tests AI Financial Analysis
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Sample-Efficient Online Learning in LM Agents via Hindsight Rewriting
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Sample-Efficient Online Learning in LM Agents via Hindsight Trajectory Rewriting Hu et al.: https://
arxiv.org/abs/2510.10304 #ArtificialIntelligence #DeepLearning #MachineLearning -
Machines Liberating Humans from Labor for Passion
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In the world of humachineology and humachinekind, machines are liberating humans from the necessity of labor so that humans can do what they are passionate about.
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RTX 3090s as Entry Point for AI Development and Learning
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IMHO 2x RTX 3090s are still the best entry point because you get exposed to the workings of so many things with enough memory and compute while not breaking the bank
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Record ultra-rapid genome sequencing AI interpretation for critical patients
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A new world record for ultra rapid whole genome sequencing and interpretation for critically ill individuals @NEJM <4hrs
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Reinforcement Learning: How Machines Learn from Experience and Feedback
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Reinforcement Learning = Machines learning from experience. An agent interacts with an environment, receives rewards, and learns which actions yield the best outcomes. Used in self-driving cars, robotics, gaming & more.
RL turns feedback into intelligence. #AI -
Tensor Logic: Bridging Logic and Intelligence
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This paper might be the bridge between logic and intelligence. It’s called Tensor Logic, and it turns logical reasoning into pure tensor algebra no symbols, no heuristics, just math. Here’s the wild part: Logical propositions become vectors. Inference rules become tensor
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PRISM Kernel: Compressed AI Instruction Set
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1. The Kernel Concept
Think of a PRISM kernel as a compressed instruction set – like a mini-operating system for the AI. Instead of writing verbose prompts, you encode: The context (what mode to enter)
The constraints (what rules to follow)
The output format (how to structure -
Simulation: Core Component of AI Training and Evaluation
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Simulation is an integral part of AI training and evaluation!
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EVO Genome Model Advances Understanding of DNA and Disease
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Now at the Hoffman-Yee Research symposium: The team behind EVO explains how their model of the human genome can help us better understand DNA and human disease. Don’t miss the talk here: http://
bit.ly/48MUJGj