Your LLM Judge Is a Confident Liar: Building Better Verifiers — Browserbase
Published October 5, 2026
At a glance
Views
11,233
Likes
59
Comments
3
Performance vs. channel
All-time outlier score
Engagement rate
More features coming
We're working on new analytics and tools. Stay tuned.
About
The official judge said the agent succeeded 74% of the time. A better verifier said 38%. Miguel González Fernández, tech lead for Browserbase's agent platform, and Corby Rosset, researcher at Microsoft Research, present their research on verifiers for computer-use and web agents. Deterministic evals stopped scaling as…
- Published
- October 5, 2026
- Made for kids
- No
More features coming
We're working on new analytics and tools. Stay tuned.
How Your LLM Judge Is a Confident Liar: Building Better Verifiers — Browserbase is doing
It has 11.2K views in total. It ranks #13,674,907 among tracked YouTube videos by views.
Key facts about Your LLM Judge Is a Confident Liar: Building Better Verifiers — Browserbase
- Total views
- 11.2K
- Total likes
- 59
- Total comments
- 3
- Published
- October 5, 2026
- Global rank by views
- #13,674,907
Frequently asked questions
How many views does Your LLM Judge Is a Confident Liar: Building Better Verifiers — Browserbase have?
Your LLM Judge Is a Confident Liar: Building Better Verifiers — Browserbase has 11,233 views, 59 likes and 3 comments, ranking #13,674,907 among tracked YouTube videos by views.
How accurate are these YouTube video analytics?
View, like, and comment counts come from YouTube's public API and refresh regularly. Growth and revenue figures are estimates built from tracked historical data, so they can differ slightly from what the creator sees privately in YouTube Studio.
What is the outlier score?
How this video's views compare to the channel's usual Shorts or long-form video. A 2x score means double the usual views for that channel, 0.5x means half.
What is engagement rate and how is it calculated?
Likes and comments per view, compared to this channel's typical engagement rate — shown as above or below what's usual for the channel.
How is the revenue estimate calculated?
It's a rough public estimate based on a $0.7–$2.0 CPM (revenue per 1,000 views) applied to view count — not actual creator earnings, which depend on ad rates, audience geography, and monetization settings YouTube doesn't expose publicly.
Is this YouTube video analytics checker free?
Yes. You get 10 free channel and video analytics lookups per 24 hours without an account — logging in, which is also free, removes that limit entirely.