Describe the moment.
We find the exact second.
ChronoSeek is building a decentralized AI network that searches video by meaning and returns the exact timestamp for any moment you can put into words.
Three steps from question
to frame-accurate answer.
No scrubbing, no manual tagging, no rewatching hours of footage.
Provide a video
Point ChronoSeek at a file or URL. Long-form footage is welcome — broadcasts, lectures, bodycam, archives.
Describe the scene
Write what you're looking for in plain language: "the moment the crowd goes silent before the free kick."
Get the timestamp
The network returns the precise moment with a confidence score — down to the frame.
Video understanding,
not keyword matching.
Scene-level understanding
Queries are matched against what actually happens on screen — actions, objects, emotions, and context — not filenames or captions.
Precise timestamp retrieval
Answers land on the moment, not the neighborhood. Timestamps are returned with millisecond precision and a confidence score.
Video, audio, and context
Models reason across the visual track, the soundtrack, and temporal context together, so "when the alarm starts" works as well as "when the door opens."
A network that keeps improving
Competing miners are continuously scored on accuracy, so retrieval quality compounds over time — no single-vendor ceiling.
Accuracy is the only
way to earn.
ChronoSeek runs as a Bittensor subnet. Incentives, not promises, drive the quality of every answer.
- ▸Miners compete to return the most accurate timestamp for every query.
- ▸Validators score responses against ground truth and synthetic tasks designed to prevent gaming.
- ▸Rewards flow to precision — the leaderboard is the product roadmap.
# validator scoring round query "the moment the booster lands" ground 00:47:12.480 miner_07 00:47:12.470 Δ 10ms ★ 0.998 miner_31 00:47:12.910 Δ 430ms ★ 0.971 miner_12 00:46:58.000 Δ 14.5s ★ 0.412 emit → rewards weighted by precision
Anywhere footage is long
and moments matter.
Platforms & broadcasters
Deep search across catalogs. Jump viewers straight to the scene they came for.
Lectures & courseware
Students find the exact explanation they need inside hours of recorded classes.
Surveillance review
Describe an incident in words and surface it from days of footage in seconds.
AI agents & tooling
Give autonomous agents temporal eyes: video becomes a queryable data source.
One call.
One timestamp.
A simple REST API for developers. Send a video and a sentence; get back the moment, ready to seek to.
$ curl -X POST api.chronoseek.org/v1/seek \ -H "Authorization: Bearer $KEY" \ -d '{ "video_url": "https://…/launch.mp4", "query": "the moment the booster lands" }' # response { "timestamp": "00:47:12.480", "confidence": 0.97, "window": ["00:47:09", "00:47:18"] }
Every video has the moment you're looking for.
Build with the API, run a miner, or validate the network. The exact moment is one query away.