Verified reality, not synthetic sludge
Labs spend fortune verifying whether training media is real. Hardware-locked telemetry and chain of custody cut that cost and help avoid model collapse from synthetic feedback loops.
Ecosystem · AI Fine-Tuning Data
Fine-tuning data. Not bulk scrapes.
The AI industry is leaving indiscriminate web scraping behind. What labs need now is specialized, highly verified human logic for fine-tuning — and almost anything you seal against a bounty can become that asset on the Verified Reality Exchange.
Our niche is not terabytes of anonymous sludge. It is the best-of-the-best captures: hardware-attested, time-locked, legally cleared, and machine-ready via ATDIL.
Value out of the gate
Why fine-tuning buyers pay for your capture
Media and AI companies need ground truth they can trust. You supply it; we package it.
ATDIL JSON — backend prep included
A raw video is hard for models to digest. Every Truth Packet ships with an ATDIL layer that describes training benefits in structured form — the fine-tuning substrate researchers actually need.
Time and location locked
Mathematical certainty of when and where something happened is a massive upside for specialized fine-tuning — not another anonymous scrapheap clip.
News-grounded context
Stories that originate on newswires give models searchable real-world context, so fine-tuning can connect capture to the wider event graph.
Legally cleared posture
Exchange data licenses are built for regulated AI buyers. Facial and voice mimicry are expressly disallowed — a hard legal guardrail, not a footnote.
Hard legal guardrail
Data licenses strictly disallow facial or voice mimicry. That exclusion is built into the foundation of our legal structures — buyers license environmental and forensic logic, not identity replication.
What you add
Human entropy is the product
The platform seals and structures the capture. You supply the irreplaceable part: unpredictable, high-entropy human presence in physical space.
Human unpredictability
Models are prediction machines. Your value is that you are human — how you relate to the physical world is inherently hard to fake and hard to scrape.
High entropy
Complexity wins. Show the scene, narrate the story, mix personality and interviews (with explicit permission to license). Entropy is what fine-tuning buyers pay for.
Inventive coverage
Improvise or plan — tell the story in unconventional ways. Once listed on our API-driven, single-license Exchange, that unique clip can compound forever via non-exclusive sales.
How the platform works
Start free. Level up with Pro.
Open access
Propose & claim
Propose bounties on the bounty board. Claim public bounties at no cost and start sealing high-entropy captures that can later license as fine-tuning data.
Go to bounty boardPro toolkit
Tips, Solo Mode, storefront
A Pro subscription unlocks tip submission and your own assignment desk, Solo Mode self-attestation, monthly Secure Vault storage, complimentary General Audits, and a custom-branded gallery / licensing storefront.
See Pro benefitsThe long-term payoff
Small advances. Compounding licenses.
Upfront bounty cash is often modest. The upside is ownership and repetition: on HQ-funded internal bounties you typically retain about a 50% IP stake. Non-exclusive licenses — sold individually or via API — can stack over years as the same unique clip serves broadcasters and fine-tuning buyers again and again.
Practice and planning turn ordinary field days into gold for data licensors. The best operators create clips that stay scarce: cryptographically verified human reality from a decade when most media became untrustworthy.
Read IP & ownership tracksWhy jump in now
Beyond C2PA. Lock the physical world.
Synthetic media can nearly perfect the deepfake. Camera makers are adding content credentials, but standard credentialing still leaves an analog hole — it does not lock the telemetry that proves an event happened in physical 3D space.
Verified Reality goes further: hardware telemetry from the moment of capture, proving with mathematical certainty that the event was real. As provenance shifts from luxury to necessity, ground-truth captures from this chaotic era become scarce fine-tuning and broadcast assets — a powerful reason to seal today.