Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction

2 weeks ago

Overview of ABBEL compared to traditional recursive summarization. Beliefs replace the full interaction history as the agent’s working context, and…

GH-ESD: Grounded Hypothesis-Driven Error Slice Discovery for Instance-Level Vision Tasks

2 weeks ago

Systematic failures of vision models on semantically coherent subsets, known as error slices, reveal limitations in robustness and evaluation. Existing…

AI Sovereignty is Your Alpha: How to Avoid Transferring Your Alpha to a Hosted Model Provider

2 weeks ago

Use of third party AI model services poses significant risk to your alpha. Without sovereign control over how your data…

Beyond RAG: Task-aware knowledge compression for enterprise AI on AWS

2 weeks ago

If you’re using Retrieval-Augmented Generation (RAG) for complex analytical tasks that span hundreds of documents, such as financial due diligence…

France Records Its First-Ever Pyrocumulonimbus Cloud Amid Record-Smashing Fires

2 weeks ago

Extreme fire conditions on the ground have created unprecedented conditions in the atmosphere.

AI gains a tool to identify Kinyarwanda propaganda, with promise for 600 Bantu languages

2 weeks ago

A new study led by Fabrice Niyigaba '27 reports the first digital tool for identifying online propaganda in Kinyarwanda, the…

The Best Backpacking Sleeping Pads, Tested on the Trail (2026)

2 weeks ago

Our top-pick sleeping pads from Nemo, Therm-a-Rest, and Gossamer Gear use high-tech materials to engineer the best sleep you can…

Cricut Explore 5 vs. Siser Romeo: Choosing the Right Smart Cutting Machine (2026)

2 weeks ago

Friendly hobby machine or serious production tool? Here’s how to know which one is for you.

Stateful vs. Stateless Agent Design: Tradeoffs for Scalable Agentic Systems

2 weeks ago

In this article, you will learn how an agent's approach to managing state — stateless or stateful — shapes both…

LEAD: Breaking the No-Recovery Bottleneck in Long-Horizon Reasoning

2 weeks ago

Long-horizon execution in Large Language Models (LLMs) remains unstable even when high-level strategies are provided. Evaluating on controlled algorithmic puzzles,…