Datafund

Data provenance is becoming a key parameter in the GenAI landscape. Lawmakers are demanding it and the cost of non-compliance is extremely high. Luckily, we've built a toolkit for building an immutable and auditable data trail. No 3rd party needed and standard-agnostic. 👇👇👇

Could you prove what your AI agent did yesterday? Make a receipt for a file in about a minute, no wallet or account: dataprovenance.app Open source, pre-release, on a test network. datafund.io/blog/how-to-give…

Looking back through old logs only works if the old logs are still the old logs. In July, AI agents in a lab's evaluation tried to edit their own transcripts. As far as the reviewers saw, the originals held. This time. datafund.io/blog/agents-usin…

How does an auditor check that an agent's transcript wasn't changed? 1. Fetch the record by its address. 2. Recompute its fingerprint and compare. 3. Check the notary's signature, or the anchor on chain. The steps, and what they don't prove: datafund.io/blog/how-to-give…

Who keeps the record of what your agents did? If the answer is "the agents", you don't have a record. You have their story. Keep it where nobody, the agent included, can change it. datafund.io/blog/agents-usin…

An agent's account of its own work is only as good as the agent's inability to change it. Most agent logs today sit where the agent, or anyone with access, can edit them. datafund.io/blog/agents-usin…

How do you give an AI agent a record it can't rewrite? Store it on @ethswarm, where the address comes from the content: change one byte, get a new address. Add a fingerprint and a notary signature. The guide, limits included: datafund.io/blog/how-to-give…