What is the classifier LLM "Jev"? The concept of monitoring AI agents and its difference from the OpenAI Decisions API

IntroductionRecently, the name "Jev" has been appearing in AI discussions. While it is sometimes confused with a new OpenAI ...

Giving AI Agents "Human-like Memory"—I Opened Up "Hindsight" and Found the Cost Was "LLM Calls Every Time You Remember"

One of the weaknesses of AI agents is that they forget what happened before once a conversation ends. Many tools have been ...
Hosted on MSN

I stopped my local LLM agent from running out of context, and now it handles what Claude Code does

Local AI agents are the private, free take on tools like Claude Code. And the idea is super appealing if you're trying to avoid a subscription and keep your data private. A local agent runs on ...
NDTV Profit on MSN

What is Jev? Ex-OpenAI researcher unveils a low-cost decision-making AI model for developers

A fast, low-cost AI decision engine could give the next generation of AI agents a new layer of intelligence—without replacing the large language models behind them.
Forbes

LLM-As-A-Judge: What To Expect From Using AI To Evaluate AI

Jeffrey Ip is a former engineer who loves solving complex problems. He also cofounded Confident AI, a YC-backed startup. Every day, enterprise AI systems generate millions of responses that no human ...
eWeek

AI Agents Use 5 Times More LLM Tokens Than Humans, a16z Data Shows

AI success depends on whether enterprise data is ready, reachable, and close enough to the workloads that need it. In this eSpeaks episode, Dell Technologies’ Vrashank Jain explains why fragmented ...
Crypto Briefing

Google study shows procedural graphs enhance LLM agent performance

Google researchers introduce Procedural Graphs, a self-evolving framework that ranked first in 21 of 24 benchmark settings and boosted long-task ...
Phoronix

Linux Kernel Developers Consider Adding AGENTS.md To Help Guide AI/LLM Agents

While the Linux kernel continues to be bombarded with patches from AI/LLM agents, to date the kernel hasn't carried an AGENTS.md Markdown file with instructions catering to AI/LLM agents. But a patch ...

New MIT and Sakana AI framework uses an LLM judge to cut evaluation costs for self-improving coding agents

MIT and Sakana AI's SIFT framework reduces coding agent evaluation costs by using a language model to rank candidates, ...
HackerNoon

I Tested Hindsight, the Open-Source Memory Layer for Coding Agents

I self-hosted Vectorize's Hindsight v0.10.2, called it from Node/TS, poked its MCP endpoint and Cursor CLI wiring. What worked, and what I couldn't test.