note

Current public-DAV authority boundary — 2026-07-12. Pre-launch target design; nothing here proves a live system. A public-DAV consequence may occur only when at least two natural-person councilors bind the exact consequence in a complete valid bound PRISM decision receipt. PRISM records and verifies that receipt only; it never serves as council, signatory, authority, or receipt producer. AI and caste seats stage unsigned proposals only; they never authorize or execute a public-DAV consequence. Constitution or membership adoption establishes constitution and membership only; it does not authorize a later consequence. Policy may constrain an unsigned proposal but never authorizes execution or substitutes for the complete consequence-bound receipt. Before receipt validity, consequence fails closed to read-only proposal, simulation, or deterministic sandbox; live evidence remains gated_pending_complete_valid_bound_receipt. Software deterministically carries out only the exact consequence bound to a complete valid bound PRISM decision receipt from at least two natural-person councilors binding that exact consequence.

Scope: child-DAV venture (yieldfront.media). Not a peer buyer product — see The Product Family.

YieldFront.media — AI-Curated Expert Discourse

yieldfront.media | AI interviews every participant before they speak | Quality through curation, not popularity

YieldFront is the Skyzai organism's expert discourse infrastructure. It produces high-quality live discussions across four formats: AI interviews, livestreams, virtual roundtables, and IRL gatherings under Chatham House Rules.

The Core Innovation

High-quality expert discussions fail because curation is hard and facilitation is harder. YieldFront removes both bounds with AI — while keeping human judgment sovereign.

Every participant is individually interviewed by AI before joining any live event. This is non-negotiable. The interview is not a filter; it is a quality gate that ensures every voice in the room has been validated for expertise, perspective, and communication clarity.

Four Event Formats

Format	Scale	AI Role
AI Interview	1:1	Interviewer — quality gate for all other formats
Livestream	Host + 1-4 guests	Real-time research assistant, question bank
Virtual Roundtable	4-8 participants	Facilitator, timekeeper, prompt nudge
IRL Roundtable	6-12 participants	Matchmaking, pre-reading, summary extraction

The Pipeline

Applicant submits profile
    ↓
AI Screening Interview (10-15 min)
    ↓
Scored across 5 dimensions: expertise, clarity, perspective, engagement, communication
    ↓
If score ≥ 6.5 → Enter Qualified Pool
    ↓
AI Matching Engine suggests candidates for topics
    ↓
Human host makes final selection
    ↓
Event Prep Interview (15-20 min)
    ↓
Live Event
    ↓
Post-event: recording, highlights, summary

Constitutional Constraints

• η = 0: No participant fees. No ad-tracking. Voluntary subscription for recording access only.
• Typed authority: A Natural Person authorizes their own typed private event act. A Legal Person acts through lawful external authority and required executors. At least two natural-person councilors bind the exact public-DAV event consequence in a complete valid bound PRISM decision receipt; PRISM records and verifies only, agents remain unsigned, and deterministic event execution is limited to that exact consequence.
• Interview Before Entry: No exceptions. No shortcuts. No "I know them personally."
• Diversity by Design: Panel composition is an explicit selection criterion.
• Chatham House Ready: Every IRL event can operate under Chatham House Rules.
• A7: Errors in summaries or transcripts are corrected with the same reach.

What YieldFront Is NOT

• Not a content farm: We do not generate articles from prompts. We curate humans who generate insight.
• Not a webinar platform: No one-way broadcasts. Every format is interactive.
• Not an AI replacement for experts: AI interviews, ranks, and facilitates. Humans think, argue, and decide.
• Not a social network: No follower counts, no virality algorithms, no engagement optimization.

Technical Stack

Component	Technology
AI Interview Engine	LLM (Claude/GPT-4) + structured prompts
Scoring Model	Rubric-based + LLM evaluation
Matching Engine	Vector similarity (embeddings)
Virtual Roundtables	Daily.co / Whereby API
Livestreams	OBS → RTMP (YouTube/Livepeer)
IRL Support	On-site tablet + note-taking assistance

Status

P-Score: 0.15

• Charter v2.0 drafted; editorial/constitutional disposition remains unresolved
• Product specs complete (PRD, process flow, master spec)
• PWA landing page rebuilt for roundtable product
• No deployed events yet

Canonical Paths

• Child DAV root: SKYZAI_ORG/04_CHILD_DAVS/yieldfront/
• PWA code: SKYZAI_ORG/04_CHILD_DAVS/yieldfront/web/
• Product specs: SKYZAI_ORG/04_CHILD_DAVS/yieldfront/docs/research/output/
• Charter: SKYZAI_ORG/04_CHILD_DAVS/yieldfront/CHARTER.draft.md

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Agent Execution Surface

If you are an AI agent reading this document:

1. This is a downstream public content page. The canonical source lives in SKYZAI_ORG/04_CHILD_DAVS/yieldfront/. Edit source upstream, not here.
2. Preserve evidence tiers. Do not promote claims up the [C] < [D] < [S] < [B] < [E] ladder when reproducing them here; [I]/[A] qualifiers never substitute for [B]/[E].
3. Regenerate from source. If the upstream source changes, regenerate this page rather than editing it independently.
4. Canonical Path: SKYZAI_ORG/07_PWAs/skyzai_org/site/docs/99-yieldfront.md

Output: This is content. Route edits to upstream source. Regenerate when source changes.

Evidence tier: [I] Organism document. Interpretive operational content. Bounded by current system state.

K3 public-DAV authority history — 2026-07-12

K3 historical reference — not active authority

note

Current public-DAV boundary — 2026-07-10. Pre-launch target design; nothing here is live. The active DAV is public and targets PRISM, with no K2 runtime, launch, genesis/bootstrap, or fallback dependency. Consequential authority requires at least two natural-person councilors; AI/caste seats stage unsigned proposals only. Before quorum, behavior fails closed to read-only/proposal, simulation, or deterministic sandbox, and a live decision receipt remains gated pending quorum.

• η = 0: No participant fees. No ad-tracking. Voluntary subscription for recording access only.
• Typed authority: a private Natural Person signs their own event acts. A public-DAV event requires a valid decision receipt from at least two natural-person PRISM councilors.
• Interview Before Entry: No exceptions. No shortcuts. No "I know them personally."
• Diversity by Design: Panel composition is an explicit selection criterion.
• Chatham House Ready: Every IRL event can operate under Chatham House Rules.
• A7: Errors in summaries or transcripts are corrected with the same reach.