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docs: manifesto and FAQ, and the 2.0 vision with a research program - #53

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@danoszz danoszz commented Oct 19, 2026

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  • docs/MANIFESTO.md:
    • what Penthera is today and what it is not, including that the benchmark has only 22 scored findings, with wide 95% intervals;
    • seven design decisions, each with its cost and what would change it;
    • an FAQ (AI, autonomy, models, accuracy, hosting).
      Readers are invited to challenge any decision in Discussions using the new challenge label.
  • 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.
  • Research program (inside the 2.0 vision):
    • pre-registered experiments E1–E6, with α, power and sample sizes;
    • two labellers with κ ≥ 0.70;
    • safety and ethics rules: no live testing of others' systems, responsible disclosure, ethics review, malware hygiene.
  • Linked from the README, the ROADMAP and the docs index.

🤖 Generated with Claude Code

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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danoszz merged commit f43031a into main Oct 19, 2026
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danoszz deleted the docs/manifesto-vision branch October 20, 2026 17:08
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