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Two checks on your own judge. The first needs no labels, the second needs a few, and together they tell you whether it grades quality or…Continue reading on Towards AI »
Agent-as-a-judge uses an AI agent with tools to grade another agent's work. Compare it with LLM judges and see a recount of the DevAI judges' error direction.
The Real Question Is Not: Which Grader Is Smartest? When teams begin building AI evaluations, it is tempting to reach for an LLM-as-a-judge because it can read almost anything and...
Trois juges automatiques face à 310 résumés annotés à la mainContinue reading on Medium »
Large Language Models (LLMs) are increasingly used not only to generate content, but also to evaluate the output produced by other models. This technique is commonly known as LLM-a...
Is your LLM-as-a-judge truly objective? There’s a common misconception in tech that humans are subjective, so we should rely on AI for objective evaluation. But the reality is tha...
Continue reading on Medium »
When an agent regression judge says “accept,” the interesting question is often not the score. It is whether another judge agrees, whether either judge showed its work, and what ha...
How Jev separates language generation from decision making to make LLM evaluation faster, cheaper, and more consistentContinue reading on Artificial Intelligence in Plain English »
‘Legal AI can’t do judgment’, some have said, as if this were a sacrosanct area of legal work. But, AI can capture and leverage judgment ...
Rhea Goel of Amazon on replacing a re-ranker with an LLM: natural language objectives, fine-tuning, DPO, hard and soft constraints, distillation and LLM judges.
U.S. District Judge Henry Wingate issued the temporary restraining order “on the basis of names that didn’t even exist and statements that didn’t even exist,” said Fifth Circuit Ju...
OpenAI has launched Decisions, its own decision system which will compete with the likes of Jev (see here). It could potentially reduce AI costs for ...
Decision systems, such as Jev, as well as the recently launched OpenAI Decisions API, herald a new, but also curiously déjà vu, way of classifying ...
Netflix’s LLM-as-a-Judge Lifecycle and the Hard Problem of Evaluating AI SystemsContinue reading on Medium »
This project creates a daily digest for sellers in an enterprise system. Each seller handles accounts at a set of companies and needs to know when something happens at one of them:...
Continue reading on AI Advances Briefs »
U.S. District Judge Henry Wingate issued the temporary restraining order "on the basis of names that didn't even exist and statements that didn't even exist," said Fifth Circuit Ju...
The suggestion that some judges may be using AI to aid in opinion writing isn't surprising. A Northwestern survey of 112 federal judges published this year showed that 17% said the...
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Draftwise has launched ‘Legal Ontology’, which leverages knowledge and lawyer judgment embedded in the relationships between data sitting inside a law firm’s documents. The move .....
Z.ai’s GLM-Legal is a legal AI model built on GLM-5.3-Flash. It scores 19.2% all-pass on Harvey’s Legal Agent Benchmark, nearly 3x its base, at $0.15 per test. Access is by applica...
DeepJudge and Legora partner to connect law firms’ internal knowledge with AI-assisted legal workflows for improved drafting and document review. The post Tech firms partner to con...
For millions of people, an everyday legal dispute never justifies the cost of a lawyer or a private mediator, no matter how much the outcome matters to them. Judge Victoria Wood sa...
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