[PIR][WP28] Pandora-pattern value-of-information cost-aware routing (ADR-331)
Nobody has claimed this yet.
- Dominant language
- Rust
- Stars
- 4.5k
- Forks
- 603
- Avg merge
- 23h 32m
- Merged PRs (30d)
- 59
Description
Part of PIR Wave 4 — epic #837.
Add voi.rs to crates/ruvector-tiny-dancer-core: closed-form Gaussian VoI (arXiv:2608.20316), buy-better-estimate rule (expected quality gain x value of success > estimator cost + latency), wired into the existing conformal uncertainty.rs and RoutingDecision, config-gated default-off, fail-conservative fallback. Centralized policy only — the paper's decentralized Pandora's-Bidder variant carries a stated negative result and is out of scope. Corroborating: arXiv:2608.19802 (judge panels).
- Evidence grade & artifact availability:
docs/research/perpetual-intelligence-runtime/10-wave4-evidence-review.md(PR #892) - WP/ADR mapping, phases, and security gates:
docs/research/perpetual-intelligence-runtime/11-wave4-program-plan.md(PR #892) - ADR:
docs/adr/ADR-331-pandora-pattern-voi-cost-aware-routing.md
Depends on: none hard.
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Read ADR-331 and the Wave 4 evidence review and program plan first. Then inspect crates/ruvector-tiny-dancer-core/src/uncertainty.rs and RoutingDecision before adding the scoped voi.rs work; done means centralized, config-gated default-off routing with a fail-conservative fallback and the stated Pandora-Bidder variant excluded.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- rust
- Domain
- ai, backend
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Active
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100