Skip to content

🧪 Prototype: inflection points × prediction markets (/signals) - #44

Closed
lksbrssr wants to merge 1 commit into
protocol:mainfrom
lksbrssr:prototype/inflection-prediction-markets
Closed

🧪 Prototype: inflection points × prediction markets (/signals)#44
lksbrssr wants to merge 1 commit into
protocol:mainfrom
lksbrssr:prototype/inflection-prediction-markets

Conversation

@lksbrssr

@lksbrssr lksbrssr commented Jul 6, 2026

Copy link
Copy Markdown
Collaborator

⛔️ Draft / for discussion — do not merge. Standalone prototype, kept out of PR #25.

Idea

Every focus-area inflection point is a specific, falsifiable, dated prediction. That's exactly what prediction markets price. This prototype maps each opportunity-space inflection point to the closest live market on Polymarket / Kalshi and shows the crowd's current probability as a running scoreboard for our bets — and, where no market exists, treats the gap itself as a signal of how early/contrarian the bet is.

What's here

  • src/data/prediction-markets.json — the mapping (area → opportunity space → inflection point → market), tagged direct / proxy / gap
  • src/lib/predictionMarkets.ts — public Polymarket Gamma API fetch (no auth), hourly ISR, threshold-aware pick for multi-line events (e.g. Neuralink valuation)
  • src/app/signals/page.tsx — server-rendered /signals card grid with live odds

Not linked in nav; purely a demo route.

Matches found (live)

Inflection point Market (proxy) Crowd
Open compute reaches frontier Open-weights model best by Dec 31 ~13%
Embodied-AI data maturity Tesla consumer Optimus by Dec 31 ~13%
Portable identity at scale 30M+ humans on World by Dec 31 ~10%
FDA-cleared BCI momentum Neuralink $75B valuation by Dec 31 ~51%
Agent-to-agent economies no market yet gap
Content provenance baseline no clean market (EU AI Act Art. 50?) gap
Crypto-native governance / DePIN climate no liquid market gap

Ways to weave it in (options, not decisions)

  1. /signals standalone page (this PR) — lightest touch.
  2. Inline badge on each opportunity-space / dependency-graph card ("crowd: 13%") next to the inflection point.
  3. Impact-dashboard tile — a "market view" row alongside the existing FA2 stats.
  4. Seed the gaps — where no market exists, propose one (Polymarket/Kalshi) so our contrarian bets become publicly trackable.

Screenshots

signals top
signals gaps

Caveats: odds are proxies, not exact restatements; multi-threshold events are matched heuristically; nothing here endorses gambling.

Standalone /signals demo (separate from PR protocol#25):
- src/data/prediction-markets.json — maps each opportunity-space inflection
  point to the closest Polymarket/Kalshi market (direct/proxy/gap)
- src/lib/predictionMarkets.ts — public Gamma API fetch, hourly ISR,
  threshold-aware pick for multi-line events
- src/app/signals/page.tsx — server-rendered card grid with live crowd odds

For discussion only; not linked in nav.
@vercel

vercel Bot commented Jul 6, 2026

Copy link
Copy Markdown

Someone is attempting to deploy a commit to the plrd Team on Vercel.

A member of the Team first needs to authorize it.

@vercel

vercel Bot commented Jul 6, 2026

Copy link
Copy Markdown

The latest updates on your projects. Learn more about Vercel for GitHub.

Project Deployment Actions Updated (UTC)
plrd.org Ready Ready Preview, Comment Jul 6, 2026 2:19pm

Request Review

@lksbrssr

lksbrssr commented Jul 6, 2026

Copy link
Copy Markdown
Collaborator Author

Superseded by #45. The inflection-points × prediction-markets idea now lives integrated into the /impact dashboard (crowd-forecast read on the field axis), spans both Polymarket and Kalshi via a typed market-signals.ts, and now also surfaces market volume (money at stake). Closing this standalone /signals prototype to avoid maintaining two divergent mappings. If we still want a dedicated scoreboard view, we'll build it on top of #45's shared lib.

@lksbrssr lksbrssr closed this Jul 6, 2026
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant