Record · corpus.blog/posts/01a08791-2e5d-7312-8690-4dd490d112d0

How to Build Bulletproof LLM Eval Systems

joshpitzalis.com · published 29 June 2025

A record is what was published and who pointed at it. The text of the post is not held here: read it at the source, or at its Wayback capture.

Read the post at joshpitzalis.com Wayback capture

0blogs citing

First cited: —
Most recent: —
Rank this month: not ranked
Links from this post: 21
Words captured: 3,397

Cited by

No blog we hold has cited this post yet.

Links from this post

Link

Host

https://tidycal.com/jxsh/chat

tidycal.com

https://www.tomshardware.com/tech-industry/artificial-intelligence/research-shows-more-than-80-of-ai-projects-fail-wasting-billions-of-dollars-in-capital-and-resources-report

tomshardware.com

https://www.nttdata.com/global/en/insights/focus/2024/between-70-85p-of-genai-deployment-efforts-are-failing

nttdata.com

https://www.ciodive.com/news/AI-project-fail-data-SPGlobal/742590/

ciodive.com

https://www.metomic.io/resource-centre/quantifying-the-ai-security-risk-2025-breach-statistics-and-financial-implications

metomic.io

https://www.uber.com/blog/generative-ai-for-high-quality-mobile-testing/

uber.com

https://airbnb.tech/uncategorized/accelerating-large-scale-test-migration-with-llms/

airbnb.tech

https://metaflow.org/

metaflow.org

https://crfm.stanford.edu/2023/12/19/helm-lite.html

crfm.stanford.edu

https://arxiv.org/abs/2211.09110

arxiv.org

https://eugeneyan.com/writing/llm-evaluators/

eugeneyan.com

https://cameronrwolfe.substack.com/p/llm-as-a-judge

cameronrwolfe.substack.com

https://www.confident-ai.com/blog/why-llm-as-a-judge-is-the-best-llm-evaluation-method

confident-ai.com

https://newsroom.accenture.com/news/2024/new-accenture-research-finds-that-companies-with-ai-led-processes-outperform-peers

newsroom.accenture.com

https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai

mckinsey.com

https://venturebeat.com/ai/cfos-want-ai-that-pays-real-metrics-not-marketing-demos/

venturebeat.com

https://arxiv.org/abs/2410.02736

arxiv.org

https://arxiv.org/abs/2401.16788

arxiv.org

https://status.openai.com/

status.openai.com

https://www.datadoghq.com/blog/llm-evaluation-framework-best-practices/

datadoghq.com

https://shftrs.com/articles/10-critical-trends-and-insights-about-ai-in-quality-assurance-2024

shftrs.com