Large Language Models

GPT, Claude, Gemini, and other LLMs

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Llms

I built an LLM proxy that uses differential geometry to detect prompt injection — here’s what actually works (and what doesn’t)

I’ve spent the last few months building Arc Gate, a monitoring proxy for deployed LLMs. The pitch: one URL change, and you get real-time ...

Reddit - Artificial Intelligence · 1 min ·
Llms

Reality of SaaS

Why on earth would you pay $49/mo for a polished Saas product when you can spend $500 a day building one for yourself in Claude. Absolute...

Reddit - Artificial Intelligence · 1 min ·
Llms

Deterministic vs. probabilistic guardrails for agentic AI — our approach and an open-source tool [D]

We've been thinking hard about whether safety guardrails for AI agents should be LLM-based (probabilistic) or rule-based (deterministic)....

Reddit - Machine Learning · 1 min ·

All Content

[2511.10985] When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
Llms

[2511.10985] When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets

Abstract page for arXiv paper 2511.10985: When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets

arXiv - AI · 4 min ·
[2601.04786] AgentOCR: Reimagining Agent History via Optical Self-Compression
Llms

[2601.04786] AgentOCR: Reimagining Agent History via Optical Self-Compression

Abstract page for arXiv paper 2601.04786: AgentOCR: Reimagining Agent History via Optical Self-Compression

arXiv - Machine Learning · 4 min ·
[2511.08616] Reasoning on Time-Series for Financial Technical Analysis
Llms

[2511.08616] Reasoning on Time-Series for Financial Technical Analysis

Abstract page for arXiv paper 2511.08616: Reasoning on Time-Series for Financial Technical Analysis

arXiv - Machine Learning · 4 min ·
[2512.17052] Dynamic Tool Dependency Retrieval for Efficient Function Calling
Llms

[2512.17052] Dynamic Tool Dependency Retrieval for Efficient Function Calling

Abstract page for arXiv paper 2512.17052: Dynamic Tool Dependency Retrieval for Efficient Function Calling

arXiv - Machine Learning · 4 min ·
[2512.11582] Brain-Semantoks: Learning Semantic Tokens of Brain Dynamics with a Self-Distilled Foundation Model
Llms

[2512.11582] Brain-Semantoks: Learning Semantic Tokens of Brain Dynamics with a Self-Distilled Foundation Model

Abstract page for arXiv paper 2512.11582: Brain-Semantoks: Learning Semantic Tokens of Brain Dynamics with a Self-Distilled Foundation Model

arXiv - Machine Learning · 4 min ·
[2512.04695] TRINITY: An Evolved LLM Coordinator
Llms

[2512.04695] TRINITY: An Evolved LLM Coordinator

Abstract page for arXiv paper 2512.04695: TRINITY: An Evolved LLM Coordinator

arXiv - Machine Learning · 4 min ·
[2512.03324] Cache What Lasts: Token Retention for Memory-Bounded KV Cache in LLMs
Llms

[2512.03324] Cache What Lasts: Token Retention for Memory-Bounded KV Cache in LLMs

Abstract page for arXiv paper 2512.03324: Cache What Lasts: Token Retention for Memory-Bounded KV Cache in LLMs

arXiv - Machine Learning · 4 min ·
[2511.20099] QiMeng-CRUX: Narrowing the Gap between Natural Language and Verilog via Core Refined Understanding eXpression
Llms

[2511.20099] QiMeng-CRUX: Narrowing the Gap between Natural Language and Verilog via Core Refined Understanding eXpression

Abstract page for arXiv paper 2511.20099: QiMeng-CRUX: Narrowing the Gap between Natural Language and Verilog via Core Refined Understand...

arXiv - Machine Learning · 4 min ·
[2511.19473] WavefrontDiffusion: Dynamic Decoding Schedule for Improved Reasoning
Llms

[2511.19473] WavefrontDiffusion: Dynamic Decoding Schedule for Improved Reasoning

Abstract page for arXiv paper 2511.19473: WavefrontDiffusion: Dynamic Decoding Schedule for Improved Reasoning

arXiv - Machine Learning · 4 min ·
[2510.22210] LSPRAG: LSP-Guided RAG for Language-Agnostic Real-Time Unit Test Generation
Llms

[2510.22210] LSPRAG: LSP-Guided RAG for Language-Agnostic Real-Time Unit Test Generation

Abstract page for arXiv paper 2510.22210: LSPRAG: LSP-Guided RAG for Language-Agnostic Real-Time Unit Test Generation

arXiv - AI · 4 min ·
[2510.20487] Steering Evaluation-Aware Language Models to Act Like They Are Deployed
Llms

[2510.20487] Steering Evaluation-Aware Language Models to Act Like They Are Deployed

Abstract page for arXiv paper 2510.20487: Steering Evaluation-Aware Language Models to Act Like They Are Deployed

arXiv - AI · 4 min ·
[2510.19807] Scaf-GRPO: Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning
Llms

[2510.19807] Scaf-GRPO: Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning

Abstract page for arXiv paper 2510.19807: Scaf-GRPO: Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning

arXiv - Machine Learning · 4 min ·
[2511.02044] Regularization Through Reasoning: Systematic Improvements in Language Model Classification via Explanation-Enhanced Fine-Tuning
Llms

[2511.02044] Regularization Through Reasoning: Systematic Improvements in Language Model Classification via Explanation-Enhanced Fine-Tuning

Abstract page for arXiv paper 2511.02044: Regularization Through Reasoning: Systematic Improvements in Language Model Classification via ...

arXiv - Machine Learning · 4 min ·
[2510.18871] How Do LLMs Use Their Depth?
Llms

[2510.18871] How Do LLMs Use Their Depth?

Abstract page for arXiv paper 2510.18871: How Do LLMs Use Their Depth?

arXiv - AI · 4 min ·
[2510.18866] LightMem: Lightweight and Efficient Memory-Augmented Generation
Llms

[2510.18866] LightMem: Lightweight and Efficient Memory-Augmented Generation

Abstract page for arXiv paper 2510.18866: LightMem: Lightweight and Efficient Memory-Augmented Generation

arXiv - Machine Learning · 4 min ·
[2511.00177] Can SAEs reveal and mitigate racial biases of LLMs in healthcare?
Llms

[2511.00177] Can SAEs reveal and mitigate racial biases of LLMs in healthcare?

Abstract page for arXiv paper 2511.00177: Can SAEs reveal and mitigate racial biases of LLMs in healthcare?

arXiv - Machine Learning · 4 min ·
[2511.00405] UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings
Llms

[2511.00405] UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings

Abstract page for arXiv paper 2511.00405: UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings

arXiv - Machine Learning · 4 min ·
[2510.18560] WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality
Llms

[2510.18560] WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality

Abstract page for arXiv paper 2510.18560: WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality

arXiv - AI · 4 min ·
[2510.15905] Digital Companionship: Overlapping Uses of AI Companions and AI Assistants
Llms

[2510.15905] Digital Companionship: Overlapping Uses of AI Companions and AI Assistants

Abstract page for arXiv paper 2510.15905: Digital Companionship: Overlapping Uses of AI Companions and AI Assistants

arXiv - AI · 4 min ·
[2510.21910] Adversarial Déjà Vu: Jailbreak Dictionary Learning for Stronger Generalization to Unseen Attacks
Llms

[2510.21910] Adversarial Déjà Vu: Jailbreak Dictionary Learning for Stronger Generalization to Unseen Attacks

Abstract page for arXiv paper 2510.21910: Adversarial Déjà Vu: Jailbreak Dictionary Learning for Stronger Generalization to Unseen Attacks

arXiv - Machine Learning · 4 min ·
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