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Launching Pinocchio, an AI harness for Verified Work
Pinocchio is a research preview for AI outputs with provenance and verification built in.
Give it a task and source material. For supported results, the values used in the computation are carried directly from the source rather than regenerated by the model. Pinocchio records the computations and derivations applied to them, and a deterministic verifier can replay and check the resulting computation.
The output retains a connection to:
• the exact source inputs used
• the operations performed on them
• the intermediate and final results they produced
• the checks those results passed
Every output points back to its sources. You can trace it backwards through its derivation and sources. With Pinocchio every computation is transparent.
Try it out and tell us how we can make it better!: pinocchio.goedelmachines.com
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About Pinocchio on Product Hunt
“AI harness for Verified Work”
Pinocchio was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #60 on the daily leaderboard. Work with your files and check the evidence behind the results.
Pinocchio was featured in Spreadsheets (9.9k followers), Artificial Intelligence (479.1k followers) and Business (8.3k followers) on Product Hunt. Together, these topics include over 131k products, making this a competitive space to launch in.
Who hunted Pinocchio?
Pinocchio was hunted by Sujal Acham. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Pinocchio stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Sujal Acham