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docs: manifesto and FAQ, and the 2.0 vision with a research program - #53
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MANIFESTO.md states what Penthera is today and is not, seven design decisions with their costs and what would change them, and an FAQ, written to be challenged. vision-2.0.md sets out how 2.0 closes the biggest gaps: real-world accuracy first, then bandits, propose-and-verify with local models, an interpretable package classifier, and an adversarial study of LLM judges, each pre-registered with sample sizes and safety rules. Co-Authored-By: Claude Opus 5.5 <[email protected]>
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docs/MANIFESTO.md:Readers are invited to challenge any decision in Discussions using the new
challengelabel.docs/vision-2.0.md: what "the best" means, as measurable goals, and how 2.0 closes the biggest gaps. Models propose and deterministic checks decide; local models come first; hosted models (including fast structured-decision models such as Typesafe's Jev) are opt-in only.🤖 Generated with Claude Code