The benchmark problem nobody talks about: if you sell evaluation data to the same labs you're supposed to be measuring, they'll optimize for your metrics instead of real progress. Campbell Brown is describing the structural conflict built into AI evaluation right now. Labs need good datasets to improve their models. But if the entity providing those datasets also sets the benchmarks, you've created an incentive to teach to the test — labs optimize for the score, not actual capability. The soluti
0:59
TikTokkantrowitz
The benchmark problem nobody talks about: if you sell evaluation data to the same labs you're supposed to be measuring, they'll optimize for your metrics instead of real
Alex Kantrowitz(@kantrowitz). original sound - Alex Kantrowitz. The benchmark problem nobody talks about: if you sell evaluation data to the same labs you're supposed to be measuring, they'll optimize for your metrics instead of real progress. Campbell Brown is describing the structural conflict built into AI evaluation right now. Labs need ...
178 views2 days ago
Benchmarking Examples
CPU-Z Gets Overhauled: Modern UI, Improved Benchmarks & Validation V3
0:11
CPU-Z Gets Overhauled: Modern UI, Improved Benchmarks & Validation V3
YouTubeSilent Broadcast
4 days ago
Thomson Reuters Builds Its Own Legal AI Model, Benchmarking…
0:53
Thomson Reuters Builds Its Own Legal AI Model, Benchmarking…
YouTubeJerome W. Dewald
6 views5 days ago
"Be curious about data." That's Marialena Savvopoulou's advice for anyone wanting to break into Total Rewards as a career. Everything in Rewards revolves around data – benchmarking, budgeting… | Ravio
1:24
"Be curious about data." That's Marialena Savvopoulou's advice for anyone wanting to break into Total Rewards as a career. Everything in Rewards revolves around data – benchmarking, budgeting… | Ravio
linkedin.comRavio
3 days ago
Top videos
The truth about: Is benchmarking models bullshit? 👇 #lovablepartner #shorts
0:21
The truth about: Is benchmarking models bullshit? 👇 #lovablepartner #shorts
YouTubeLovableHighlights26
1 day ago
#localgovernment #revenuesandbenefits #benchmarking | Liberata
0:07
#localgovernment #revenuesandbenefits #benchmarking | Liberata
linkedin.comLiberata
2 days ago
The Metric Can Change the AI Benchmark Winner
0:54
The Metric Can Change the AI Benchmark Winner
YouTubeFuture Signal Lab
1 day ago
Benchmarking Process
How Engineers Diagnose AI Model Failures #AIAgents #TechInsights #short
0:28
How Engineers Diagnose AI Model Failures #AIAgents #TechInsights #short
YouTubeFramearo
279 views1 day ago
The Claude Setup You Need This Week
0:31
The Claude Setup You Need This Week
YouTubeSolo AI Stack
2 days ago
Why a Local Benefits Broker Matters
0:57
Why a Local Benefits Broker Matters
YouTubeSilberman Group
98 views5 days ago
The truth about: Is benchmarking models bullshit? 👇 #lovablepartner #shorts
0:21
The truth about: Is benchmarking models bullshit? 👇 #lovablepartner #shorts
1 day ago
YouTubeLovableHighlights26
#localgovernment #revenuesandbenefits #benchmarking | Liberata
0:07
#localgovernment #revenuesandbenefits #benchmarking | Liberata
2 days ago
linkedin.comLiberata
The Metric Can Change the AI Benchmark Winner
0:54
The Metric Can Change the AI Benchmark Winner
1 day ago
YouTubeFuture Signal Lab
CPU-Z Gets Overhauled: Modern UI, Improved Benchmarks & Validation V3
0:11
CPU-Z Gets Overhauled: Modern UI, Improved Benchmarks & Validation V3
4 days ago
YouTubeSilent Broadcast
Thomson Reuters Builds Its Own Legal AI Model, Benchmarking…
0:53
Thomson Reuters Builds Its Own Legal AI Model, Benchmarking…
6 views5 days ago
YouTubeJerome W. Dewald
"Be curious about data." That's Marialena Savvopoulou's advice for anyone wanting to break into Total Rewards as a career. Everything in Rewards revolves around data – benchmarking, budgeting… | Ravio
1:24
"Be curious about data." That's Marialena Savvopoulou's advice for anyone wanting to break into Total Rewards as a career. Everything in Rewards revolves around data – benchmarking, budgeting… | Ravio
3 days ago
linkedin.comRavio
How Engineers Diagnose AI Model Failures #AIAgents #TechInsights #short
0:28
How Engineers Diagnose AI Model Failures #AIAgents #TechInsights #short
279 views1 day ago
YouTubeFramearo
0:31
The Claude Setup You Need This Week
2 days ago
YouTubeSolo AI Stack
0:57
Why a Local Benefits Broker Matters
98 views5 days ago
YouTubeSilberman Group
See more
Static thumbnail place holder