Large Language Models

GPT, Claude, Gemini, and other LLMs

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Llms

How much are you actually spending on AI APIs? I built an OpenSource router to cut that.

I've been working on Manifest, an open-source AI cost optimization tool. The idea is simple: instead of sending every request to the same...

Reddit - Artificial Intelligence · 1 min ·
Llms

Claude Code Degradation: An interesting and novel find

As many of you have likely seen, the Claude Code community newswire has been ablaze with Claude Code being quite degraded lately, startin...

Reddit - Artificial Intelligence · 1 min ·
Llms

I built a tool that turns repeated file reads into 13-token references. My AI Coding sessions now use 86% fewer tokens on file-heavy tasks based on mathematics and research. [P]

I got tired of watching Claude Code re-read the same files over and over. A 2,000-token file read 5 times = 10,000 tokens gone. So I buil...

Reddit - Machine Learning · 1 min ·

All Content

[2603.03389] Towards Improved Sentence Representations using Token Graphs
Llms

[2603.03389] Towards Improved Sentence Representations using Token Graphs

Abstract page for arXiv paper 2603.03389: Towards Improved Sentence Representations using Token Graphs

arXiv - Machine Learning · 4 min ·
[2603.03320] From We to Me: Theory Informed Narrative Shift with Abductive Reasoning
Llms

[2603.03320] From We to Me: Theory Informed Narrative Shift with Abductive Reasoning

Abstract page for arXiv paper 2603.03320: From We to Me: Theory Informed Narrative Shift with Abductive Reasoning

arXiv - AI · 3 min ·
[2603.03319] Automated Concept Discovery for LLM-as-a-Judge Preference Analysis
Llms

[2603.03319] Automated Concept Discovery for LLM-as-a-Judge Preference Analysis

Abstract page for arXiv paper 2603.03319: Automated Concept Discovery for LLM-as-a-Judge Preference Analysis

arXiv - AI · 4 min ·
[2603.03378] AOI: Turning Failed Trajectories into Training Signals for Autonomous Cloud Diagnosis
Llms

[2603.03378] AOI: Turning Failed Trajectories into Training Signals for Autonomous Cloud Diagnosis

Abstract page for arXiv paper 2603.03378: AOI: Turning Failed Trajectories into Training Signals for Autonomous Cloud Diagnosis

arXiv - Machine Learning · 4 min ·
[2603.03318] Quantum-Inspired Self-Attention in a Large Language Model
Llms

[2603.03318] Quantum-Inspired Self-Attention in a Large Language Model

Abstract page for arXiv paper 2603.03318: Quantum-Inspired Self-Attention in a Large Language Model

arXiv - AI · 3 min ·
[2603.03314] Towards Self-Robust LLMs: Intrinsic Prompt Noise Resistance via CoIPO
Llms

[2603.03314] Towards Self-Robust LLMs: Intrinsic Prompt Noise Resistance via CoIPO

Abstract page for arXiv paper 2603.03314: Towards Self-Robust LLMs: Intrinsic Prompt Noise Resistance via CoIPO

arXiv - Machine Learning · 4 min ·
[2603.03313] How does fine-tuning improve sensorimotor representations in large language models?
Llms

[2603.03313] How does fine-tuning improve sensorimotor representations in large language models?

Abstract page for arXiv paper 2603.03313: How does fine-tuning improve sensorimotor representations in large language models?

arXiv - AI · 3 min ·
[2603.03308] Old Habits Die Hard: How Conversational History Geometrically Traps LLMs
Llms

[2603.03308] Old Habits Die Hard: How Conversational History Geometrically Traps LLMs

Abstract page for arXiv paper 2603.03308: Old Habits Die Hard: How Conversational History Geometrically Traps LLMs

arXiv - AI · 3 min ·
[2603.03306] Token-Oriented Object Notation vs JSON: A Benchmark of Plain and Constrained Decoding Generation
Llms

[2603.03306] Token-Oriented Object Notation vs JSON: A Benchmark of Plain and Constrained Decoding Generation

Abstract page for arXiv paper 2603.03306: Token-Oriented Object Notation vs JSON: A Benchmark of Plain and Constrained Decoding Generation

arXiv - AI · 4 min ·
[2603.03305] Draft-Conditioned Constrained Decoding for Structured Generation in LLMs
Llms

[2603.03305] Draft-Conditioned Constrained Decoding for Structured Generation in LLMs

Abstract page for arXiv paper 2603.03305: Draft-Conditioned Constrained Decoding for Structured Generation in LLMs

arXiv - Machine Learning · 3 min ·
[2603.03303] HumanLM: Simulating Users with State Alignment Beats Response Imitation
Llms

[2603.03303] HumanLM: Simulating Users with State Alignment Beats Response Imitation

Abstract page for arXiv paper 2603.03303: HumanLM: Simulating Users with State Alignment Beats Response Imitation

arXiv - AI · 4 min ·
[2603.03301] From Exact Hits to Close Enough: Semantic Caching for LLM Embeddings
Llms

[2603.03301] From Exact Hits to Close Enough: Semantic Caching for LLM Embeddings

Abstract page for arXiv paper 2603.03301: From Exact Hits to Close Enough: Semantic Caching for LLM Embeddings

arXiv - Machine Learning · 3 min ·
[2603.03298] TATRA: Training-Free Instance-Adaptive Prompting Through Rephrasing and Aggregation
Llms

[2603.03298] TATRA: Training-Free Instance-Adaptive Prompting Through Rephrasing and Aggregation

Abstract page for arXiv paper 2603.03298: TATRA: Training-Free Instance-Adaptive Prompting Through Rephrasing and Aggregation

arXiv - AI · 4 min ·
[2603.03297] TTSR: Test-Time Self-Reflection for Continual Reasoning Improvement
Llms

[2603.03297] TTSR: Test-Time Self-Reflection for Continual Reasoning Improvement

Abstract page for arXiv paper 2603.03297: TTSR: Test-Time Self-Reflection for Continual Reasoning Improvement

arXiv - Machine Learning · 4 min ·
[2603.03296] PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents
Llms

[2603.03296] PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents

Abstract page for arXiv paper 2603.03296: PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents

arXiv - AI · 4 min ·
[2603.03295] Language Model Goal Selection Differs from Humans' in an Open-Ended Task
Llms

[2603.03295] Language Model Goal Selection Differs from Humans' in an Open-Ended Task

Abstract page for arXiv paper 2603.03295: Language Model Goal Selection Differs from Humans' in an Open-Ended Task

arXiv - AI · 3 min ·
[2603.03294] Fine-Tuning and Evaluating Conversational AI for Agricultural Advisory
Llms

[2603.03294] Fine-Tuning and Evaluating Conversational AI for Agricultural Advisory

Abstract page for arXiv paper 2603.03294: Fine-Tuning and Evaluating Conversational AI for Agricultural Advisory

arXiv - Machine Learning · 4 min ·
[2603.03292] From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG
Llms

[2603.03292] From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG

Abstract page for arXiv paper 2603.03292: From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG

arXiv - AI · 4 min ·
[2603.03291] One Bias After Another: Mechanistic Reward Shaping and Persistent Biases in Language Reward Models
Llms

[2603.03291] One Bias After Another: Mechanistic Reward Shaping and Persistent Biases in Language Reward Models

Abstract page for arXiv paper 2603.03291: One Bias After Another: Mechanistic Reward Shaping and Persistent Biases in Language Reward Models

arXiv - AI · 3 min ·
[2603.03290] AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents
Llms

[2603.03290] AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents

Abstract page for arXiv paper 2603.03290: AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents

arXiv - Machine Learning · 4 min ·
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