🧠 LLMs - ghosh.debasish · Scour

Large Language Models are Not Table Saws 🧠Reasoning Models

agentultra.com·3d·Hacker News

Granite 4.1 LLMs: How They’re Built 📊LLM Evaluation

huggingface.co·1d·Hacker News

Introducing talkie: a 13B vintage language model from 1930 🤖Claude

talkie-lm.com·3d·Lobsters, Hacker News, r/LLM, r/LocalLLaMA, r/singularity

Google Nested Learning Explained: Hope Architecture, Continual Learning, and the End of Frozen LLMs 🧠Reasoning Models

aipapersacademy.com·4d

FlowBot: Inducing LLM Workflows with Bilevel Optimization and Textual Gradients 🔤PLT

Adaptive Thinking: Large Language Models Know When to Think in Latent Space 🧠Reasoning Models

machinelearning.apple.com·2d

Statistical Structure and the Failure of Pointing: A System-Class Law for Compression-Based Generative Systems 🔤PLT

philsci-archive.pitt.edu·4d

LLM Psychosis: A Theoretical and Diagnostic Framework for Reality-Boundary Failures in Large Language Models 📊LLM Evaluation

MoRFI: Monotonic Sparse Autoencoder Feature Identification 🌊Streaming Algorithms

This survey presents a comprehensive and structured synthesis of memory in LLMs and MLLMs, organizing the literature into a cohesive taxonomy comprising implicit, explicit, and agentic memory paradigms. 🗄️KV Cache

Delineating Knowledge Boundaries for Honest Large Vision-Language Models 🧠Reasoning Models

Structural Generalization on SLOG without Hand-Written Rules 🔤PLT

Associative-State Universal Transformers: Sparse Retrieval Meets Structured Recurrence 🗄️Vector Databases

Adaptive and Fine-grained Module-wise Expert Pruning for Efficient LoRA-MoE Fine-Tuning 📊LLM Evaluation

TLPO: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models 🧠Reasoning Models

Doing More With Less: Revisiting the Effectiveness of LLM Pruning for Test-Time Scaling 📊LLM Evaluation

AsishKumarDalal/memoryllm: using differntiable neural computer architecture with GPT2 to provide memory 🗄️KV Cache

github.com·5d·DEV

LLM-Guided Issue Generation from Uncovered Code Segments 📊LLM Evaluation

Small Language Model Helps Resolve Semantic Ambiguity of LLM Prompt 📊LLM Evaluation

CoQuant: Joint Weight-Activation Subspace Projection for Mixed-Precision LLMs 🗄️Vector Databases

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