Weak-To-Strong Generalization
lesswrong.com·55m
🥶Cold Start Problem
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**Adaptive Algorithmic Profiling & Resource Allocation via Dynamic Markov Chain Optimization**
📊Bayesian Inference
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Stochastic degradation environment with prognostic agent: An interpretable framework for adaptive failure alarm with significant small actual remaining useful l...
sciencedirect.com·7h
🤖Machine Learning
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Maths behind ML Algorithms (Bayesian Decision Theory)
pub.towardsai.net·3d
📊Bayesian Inference
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Algorithmic Randomness, Exchangeability, and the Principal Principle
arxiv.org·3d
📊Shannon Entropy
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A Tale of LLMs and Induced Small Proxies: Scalable Agents for Knowledge Mining
🧭Content Discovery
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From Lossy to Lossless Reasoning
✂️Tokenization
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Algorithmic Constraints on Multiverse Exploration via Compactified Topological Spaces
🌀Complexity Science
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Optimal Information Combining for Multi-Agent Systems Using Adaptive Bias Learning
arxiv.org·1d
🔗Mutual Information
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L16 Benchmark: How Prompt Framing Affects Truth, Drift, and Sycophancy in GEMMA-2B-IT vs PHI-2
🫧Filter Bubbles
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Building a Rules Engine from First Principles
towardsdatascience.com·2d
📊Shannon Entropy
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Beyond Brute Force: 4 Secrets to Smaller, Smarter, and Dramatically Cheaper AI
hackernoon.com·12h
🚀Indie Hacking
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