#large language models
Large Language Models: 59 AI articles covering large language models news, analysis, and research
Articles
Project Auto-World: Towards Automated Benchmarking of Neural⭐8
This paper introduces Auto-World, a framework using LLMs to automate benchmark generation for neural relational reasoning, improving evaluators like Edge
The Hitchhiker's Guide to Agentic AI: From Foundations to Systems⭐9
A practical guide to building autonomous AI agents in 2026, covering foundations, alignment, and multi-agent systems for engineers.
Beyond Fixed Budgets: Characterizing the Inelasticity and⭐7
Tree-of-Thought reasoning strategies show opposite limitations: DPTS fails at low budgets while SSDP plateaus early, highlighting the need for adaptive
Sakana AI Introduces Sakana Fugu: A Dynamic Orchestration Model⭐8
Sakana AI launches Sakana Fugu, a dynamic orchestration model that routes tasks across swappable frontier LLMs for cost, performance, and vendor flexibility.
The 7 Types of Agent Memory: A Technical Guide for AI Engineers⭐7
Discover the 7 essential types of agent memory for AI engineers. This 2026 guide explains how to transform stateless LLMs into context-aware, production-ready s...
NVIDIA AI Introduces SpatialClaw: A Training-Free Agent That⭐8
NVIDIA AI launches SpatialClaw, a training-free agent using code as an action interface for spatial reasoning tasks without environment-specific training.
A Definition of Good Explanations and the Challenges of⭐9
This article defines a "good explanation" using counterfactuals and prior beliefs, then discusses key challenges in applying this definition to large
ToolSense: A Diagnostic Framework for Auditing Parametric Tool⭐8
ToolSense diagnoses whether LLMs truly understand tools in agent systems, revealing a 50-64% performance gap between benchmark and real-world retrieval.
Position: Hippocampal Explicit Memory Is the Cornerstone for AGI⭐8
A position paper argues hippocampal explicit memory is essential for AGI, as LLMs rely on implicit memory and lack higher-order reasoning like planning.