Hacker News with Generative AI: Evaluation

You're Not Testing Your AI Well Enough (tryreva.com)
Large Language Models (LLMs) have revolutionised machine learning, offering unprecedented versatility across various tasks. However, this flexibility poses a significant challenge: how do we effectively evaluate LLMs to ensure they’re suitable for specific applications?

Generative AI, Machine Learning, Evaluation

9 points by alexkirwan 66 days ago | 2 comments

Generated Checklists Improve LLM Evaluation and Generation (arxiv.org)
Given the widespread adoption and usage of Large Language Models (LLMs), it is crucial to have flexible and interpretable evaluations of their instruction-following ability.

Generative AI, Evaluation, AI, Checklists

22 points by hdvr 103 days ago | 1 comments

We're approaching LLM prompt evaluation at QA.tech (qa.tech)
The development of autonomous agents poses a unique challenge that other types of applications don’t typically grapple with: heavy reliance on inherently non-deterministic dependencies at multiple points within the system.

Artificial Intelligence, Software Development, Evaluation, Autonomous Agents

12 points by daniel_mp 123 days ago | 2 comments

Show HN: Anton the Search Relevance Evaluator (objective.inc)

Search, AI, Tools, Evaluation

13 points by pablomendes 136 days ago | 1 comments

IRL 25: Evaluating Language Models on Life's Curveballs (alignedhq.ai)

Generative AI, Language Models, Artificial Intelligence, Evaluation

4 points by pmmucsd 172 days ago | 0 comments

Everyone Is Judging AI by These Tests. Experts Say They're Close to Meaningless (themarkup.org)

Artificial Intelligence, Machine Learning, Evaluation, Bias

28 points by billybuckwheat 184 days ago | 19 comments

eBook on building LLM system evals (forestfriends.tech)