AI Pulse · research tracker
From a paper to something you can actually buy.
A result on paper is not a product. We track the promising work along five stages and show you where each one really is, how long it has been stuck there, and what evidence is still missing. The stall is as useful as the progress.
The five stages
Paper
0A result exists on paper. Nothing runnable yet.
Code released
0The authors shipped code or weights you can actually run.
Community reproduction
0People outside the original team have reproduced the result.
Benchmark validated
0It holds up on an independent benchmark, not just the authors own numbers.
Commercial deployment
0It is in a shipping product a business can buy.
Nothing is being tracked yet.
An item only enters the tracker once we have a paper and a real reason to follow it. We would rather show you an empty tracker than a list padded with work nobody is going to ship.
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