AI & ML interests
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Frontier Infra
Open standards for the agent web, owned by no vendor. AI agents read websites, write code and take real actions; Frontier Infra builds the open plumbing that makes that governable: contracts a site can state to an agent, independent verification of what was checked, portable signed receipts, and honest conformance evidence. Every piece works alone and none of it routes through a single company's server. Site: frontierinfra.org. Packages: the @frontier-infra scope on npm.
Models and data here
Jebadiah (Jeb) is our open System One decision model: it answers typed questions (choice, yes or no, score) with a calibrated probability over the options instead of generating text. It is trained and served with AINode, the platform that turns any NVIDIA GPU into a local AI node, so an owner can train, serve and measure a decision model on their own hardware with the same prompt bytes end to end. Public data only; every number on a card cites an evaluation record in the repo.
- jebadiah-9b-v1: the current 9B, one epoch with human-rubric data and the ordinal score fix
- jebadiah-4b-v1: the current 4B, same recipe
- jebadiah-9b-v0 and jebadiah-4b-v0: the first public versions
- jebadiah-synth-v2: 14,714 synthetic typed-decision questions across 24 families, teacher-labelled on our own fleet, Apache-2.0
Versions are frozen; a new version is a new repository. The serving routes (/v1/decide, /v1/systemone) live in getainode/ainode.
He doesn't talk much. He just decides. Made in Texas.