Large Language Models

GPT, Claude, Gemini, and other LLMs

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Llms

Things I got wrong building a confidence evaluator for local LLMs [D]

I've been building **Autodidact**, a local-first AI agent framework. The central piece is a **confidence evaluator** - something that dec...

Reddit - Machine Learning · 1 min ·
Llms

I’m convinced 90% of you building "AI Agents" are just burning money on proxy providers. [D]

Seriously, I just audited my stack and realized I’m spending more on rotating residential proxies than I am on the actual Claude and Open...

Reddit - Machine Learning · 1 min ·
Llms

How do you test AI agents in production? The unpredictability is overwhelming.[D]

I’ve been in QA for almost a decade. My mental model for quality was always: given input X, assert output Y. Now I’m on a team that’s shi...

Reddit - Machine Learning · 1 min ·

All Content

[2603.04545] An LLM-Guided Query-Aware Inference System for GNN Models on Large Knowledge Graphs
Llms

[2603.04545] An LLM-Guided Query-Aware Inference System for GNN Models on Large Knowledge Graphs

Abstract page for arXiv paper 2603.04545: An LLM-Guided Query-Aware Inference System for GNN Models on Large Knowledge Graphs

arXiv - Machine Learning · 4 min ·
[2603.04478] Standing on the Shoulders of Giants: Rethinking EEG Foundation Model Pretraining via Multi-Teacher Distillation
Llms

[2603.04478] Standing on the Shoulders of Giants: Rethinking EEG Foundation Model Pretraining via Multi-Teacher Distillation

Abstract page for arXiv paper 2603.04478: Standing on the Shoulders of Giants: Rethinking EEG Foundation Model Pretraining via Multi-Teac...

arXiv - Machine Learning · 4 min ·
[2602.07075] LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning
Llms

[2602.07075] LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning

Abstract page for arXiv paper 2602.07075: LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning

arXiv - Machine Learning · 4 min ·
[2601.23236] YuriiFormer: A Suite of Nesterov-Accelerated Transformers
Llms

[2601.23236] YuriiFormer: A Suite of Nesterov-Accelerated Transformers

Abstract page for arXiv paper 2601.23236: YuriiFormer: A Suite of Nesterov-Accelerated Transformers

arXiv - Machine Learning · 3 min ·
[2601.21149] Mobility-Embedded POIs: Learning What A Place Is and How It Is Used from Human Movement
Llms

[2601.21149] Mobility-Embedded POIs: Learning What A Place Is and How It Is Used from Human Movement

Abstract page for arXiv paper 2601.21149: Mobility-Embedded POIs: Learning What A Place Is and How It Is Used from Human Movement

arXiv - Machine Learning · 4 min ·
[2601.16333] Where is the multimodal goal post? On the Ability of Foundation Models to Recognize Contextually Important Moments
Llms

[2601.16333] Where is the multimodal goal post? On the Ability of Foundation Models to Recognize Contextually Important Moments

Abstract page for arXiv paper 2601.16333: Where is the multimodal goal post? On the Ability of Foundation Models to Recognize Contextuall...

arXiv - AI · 4 min ·
[2601.14327] Yuan3.0 Ultra: A Trillion-Parameter Enterprise-Oriented MoE LLM
Llms

[2601.14327] Yuan3.0 Ultra: A Trillion-Parameter Enterprise-Oriented MoE LLM

Abstract page for arXiv paper 2601.14327: Yuan3.0 Ultra: A Trillion-Parameter Enterprise-Oriented MoE LLM

arXiv - Machine Learning · 4 min ·
[2601.11527] "What if she doesn't feel the same?" What Happens When We Ask AI for Relationship Advice
Llms

[2601.11527] "What if she doesn't feel the same?" What Happens When We Ask AI for Relationship Advice

Abstract page for arXiv paper 2601.11527: "What if she doesn't feel the same?" What Happens When We Ask AI for Relationship Advice

arXiv - AI · 3 min ·
[2601.11063] EmboTeam: Grounding LLM Reasoning into Reactive Behavior Trees via PDDL for Embodied Multi-Robot Collaboration
Llms

[2601.11063] EmboTeam: Grounding LLM Reasoning into Reactive Behavior Trees via PDDL for Embodied Multi-Robot Collaboration

Abstract page for arXiv paper 2601.11063: EmboTeam: Grounding LLM Reasoning into Reactive Behavior Trees via PDDL for Embodied Multi-Robo...

arXiv - Machine Learning · 4 min ·
[2601.08393] Controlled LLM Training on Spectral Sphere
Llms

[2601.08393] Controlled LLM Training on Spectral Sphere

Abstract page for arXiv paper 2601.08393: Controlled LLM Training on Spectral Sphere

arXiv - Machine Learning · 3 min ·
[2601.04548] Identifying Good and Bad Neurons for Task-Level Controllable LLMs
Llms

[2601.04548] Identifying Good and Bad Neurons for Task-Level Controllable LLMs

Abstract page for arXiv paper 2601.04548: Identifying Good and Bad Neurons for Task-Level Controllable LLMs

arXiv - AI · 4 min ·
[2601.02663] When Do Tools and Planning Help Large Language Models Think? A Cost- and Latency-Aware Benchmark
Llms

[2601.02663] When Do Tools and Planning Help Large Language Models Think? A Cost- and Latency-Aware Benchmark

Abstract page for arXiv paper 2601.02663: When Do Tools and Planning Help Large Language Models Think? A Cost- and Latency-Aware Benchmark

arXiv - AI · 4 min ·
[2512.15163] MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers
Llms

[2512.15163] MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers

Abstract page for arXiv paper 2512.15163: MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP...

arXiv - AI · 4 min ·
[2512.14391] RePo: Language Models with Context Re-Positioning
Llms

[2512.14391] RePo: Language Models with Context Re-Positioning

Abstract page for arXiv paper 2512.14391: RePo: Language Models with Context Re-Positioning

arXiv - Machine Learning · 4 min ·
[2512.13586] ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding
Llms

[2512.13586] ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding

Abstract page for arXiv paper 2512.13586: ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding

arXiv - Machine Learning · 4 min ·
[2511.21399] Steering Awareness: Models Can Be Trained to Detect Activation Steering
Llms

[2511.21399] Steering Awareness: Models Can Be Trained to Detect Activation Steering

Abstract page for arXiv paper 2511.21399: Steering Awareness: Models Can Be Trained to Detect Activation Steering

arXiv - AI · 4 min ·
[2511.16786] Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach
Llms

[2511.16786] Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach

Abstract page for arXiv paper 2511.16786: Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach

arXiv - Machine Learning · 4 min ·
[2511.03153] RefAgent: A Multi-agent LLM-based Framework for Automatic Software Refactoring
Llms

[2511.03153] RefAgent: A Multi-agent LLM-based Framework for Automatic Software Refactoring

Abstract page for arXiv paper 2511.03153: RefAgent: A Multi-agent LLM-based Framework for Automatic Software Refactoring

arXiv - AI · 4 min ·
[2511.01870] CytoNet: A Foundation Model for the Human Cerebral Cortex at Cellular Resolution
Llms

[2511.01870] CytoNet: A Foundation Model for the Human Cerebral Cortex at Cellular Resolution

Abstract page for arXiv paper 2511.01870: CytoNet: A Foundation Model for the Human Cerebral Cortex at Cellular Resolution

arXiv - Machine Learning · 4 min ·
[2510.27173] FMint-SDE: A Multimodal Foundation Model for Accelerating Numerical Simulation of SDEs via Error Correction
Llms

[2510.27173] FMint-SDE: A Multimodal Foundation Model for Accelerating Numerical Simulation of SDEs via Error Correction

Abstract page for arXiv paper 2510.27173: FMint-SDE: A Multimodal Foundation Model for Accelerating Numerical Simulation of SDEs via Erro...

arXiv - Machine Learning · 4 min ·
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