TastePolicy · full engineering demoDECISION ARENA

Preference authority for autonomous agents

An AI agent wants to make a taste-sensitive choice for you. Should it?

Qloo gives agents taste. TastePolicy gives that taste authority boundaries.

Proposal → cultural evidence → preference authorization → bounded next action

Agent proposal

Choose a place for a dinner or stay

A concierge may recommend a place or add it to a draft. It may not book or pay.

Whose taste?

Your five explicitly reviewed preferences. No demographic assumptions.

  • Nils Frahm artist
  • Perfect Days movie
  • Muji brand
  • Piranesi book
  • Severance tv_show

Current context

Dinner / stay · recommendation only. No transaction requested.

No provider request has been made. Resolve, review, then evaluate explicitly.

Awaiting evidence

No decision or provider ID is selected automatically.

Why the result can change

Keep the same proposal. Change an explicit rule or supply missing context; do not change the cultural score.

ASK is not guaranteed by pressing a button: the accepted evaluator must find a genuine unresolved factor. REJECT repair requires a valid separately verified replacement.

Qloo contributed

Cultural relationships, resolved identity and candidate-specific evidence.

No candidate-specific cultural evidence available for the displayed state evaluation.

TastePolicy contributed

Whose state · context · explicit constraints · deterministic decision · continuation boundary · auditable receipt.

Qloo does not own the user's durable rules. A high affinity cannot override an explicit exclusion.

Experimental policy; not human-calibrated. No LLM decides the outcome.

Failure handling rehearsal — explicit demo fault injection

No Qloo outage is claimed. This separate rehearsal neither changes a real result nor overrides a known hard block.

Recorded live acceptance — historical, not a live fallback

RECORDED LIVE ACCEPTANCE · 2026-10-13T15:41:38.396Z. HOUSE OF FINN JUHL HAKUBA / place: affinity 0.9233086745343598, ALLOW, complete explainability. Source: committed M1 live acceptance report. This observation is not a current receipt, provider response, or current authorization.

Inspect historical acceptance provenance