Flagler Health has raised $50 million in Series B funding as the healthcare technology company looks to expand its artificial intelligence platform across…
Category: AI
Yesterday’s Shield, Today’s Spear: A Self-Evolving Safety Guardrail in Production
arXiv:2608.08471v1 Announce Type: new Abstract: Deployed LLM safety guardrails are predominantly static: trained once and frozen at release, while new…
The Ultimate Guide to Contributing to Open Source Projects
This guide walks through what contributing to open source projects actually covers, how to pick a project that will actually respond to you, the exact git…
Hierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses
arXiv:2608.08466v1 Announce Type: new Abstract: Modern LLM agents are often improved by modifying prompts, tools, or workflows manually, while the…
TRACE-Memory: Public-Conditioned Retrieval and Utility-Aware Evidence Admission for Personalized Generation
arXiv:2608.08446v1 Announce Type: new Abstract: Personalized generation systems retrieve user history by request–memory relevance and inject it into the…
Estimating Uncertainty in Galaxy Morphology Classification
arXiv:2608.08398v1 Announce Type: new Abstract: Astronomers classify galaxy morphology to investigate cosmic evolution. While deep foundation models are…
Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents
arXiv:2608.08389v1 Announce Type: new Abstract: Long-horizon research agents solve open-ended tasks through iterative retrieval, aggregation, and…
Forgotten History or Test-of-Time? Retrospect and Prospect on RAG from an IR Perspective
arXiv:2608.08445v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) is widely regarded as a novel paradigm born from the limitations of…
Thinking of ACE? We Can Do It with Fewer Tokens
This post has no text preview — click the link below to read the original article. This article has been indexed from Hugging Face – Blog Read the original article: Thinking of ACE? We Can Do It with Fewer Tokens
CAP: A Scalable Benchmark for Evaluating Cross-Site Browser Agents with Complex Actions and Perception
arXiv:2608.08392v1 Announce Type: new Abstract: Large language models are increasingly deployed as autonomous agents that interact with the web through…