Model Quantization, Inference Optimization, GGUF Format, Privacy-preserving AI

Do LLMs Signal When They're Right? Evidence from Neuron Agreement
arxiv.org·22m
🧠Neuromorphic Hardware
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Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Edge AI Systems
dev.to·18h·
Discuss: DEV
🏠Self-hosted AI
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Opportunistically Parallel Lambda Calculus
dl.acm.org·6h·
Discuss: Hacker News
🔍Query Compilers
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RL for Reasoning by Adaptively Revealing Rationales
machinelearning.apple.com·2d
🏗️AI Infrastructure
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Thought Engineering
pranavc28.github.io·59m·
Discuss: Hacker News
🏠Self-hosted AI
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Model Parameters as a Steganographic Private Channel
lesswrong.com·3d
🏠Self-hosted AI
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StreetMath: Study of LLMs' Approximation Behaviors
arxiv.org·22m
🏠Self-hosted AI
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Building a Rules Engine from First Principles
towardsdatascience.com·10h
λFunctional Programming
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Writing an LLM from scratch, part 25 – instruction fine-tuning
gilesthomas.com·1d·
Discuss: Hacker News
🏗️AI Infrastructure
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Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error
arxiv.org·22m
🏠Self-hosted AI
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zFLoRA: Zero-Latency Fused Low-Rank Adapters
arxiv.org·22m
🏗️AI Infrastructure
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How fast can an LLM go?
fergusfinn.com·18h·
Discuss: Hacker News
🏗️AI Infrastructure
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Holographic theory of LLMs: explains unbreakable bias and cross-model infection
habr.com·1d·
Discuss: Hacker News
🏠Self-hosted AI
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Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
arxiv.org·22m
🏗️AI Infrastructure
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A Minimal Route to Transformer Attention
neelsomaniblog.com·1d·
Discuss: Hacker News
🏗️AI Infrastructure
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Daily Artificial Intelligence Digest - Oct 31, 2025
dev.to·2h·
Discuss: DEV
🏗️AI Infrastructure
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Model Inversion with Layer-Specific Modeling and Alignment for Data-Free Continual Learning
arxiv.org·22m
📱Edge AI
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Agentic AI and Security
martinfowler.com·2d·
🤖AI agents
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Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Medical Imaging
dev.to·2d·
Discuss: DEV
🤝Federated Learning
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