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PHI
Startup Intelligence
Markets
  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
  • Ask Market
  • Signature Index
  • Trends
Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
  • Watchlist
  • Alerts
  • Search
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17,080 products · 83,012 snapshots
SCM

SCM

Quiet signal

Open models that turn text + a question into probabilities

Launched 27d ago
Signal
20
Velocity
0

What this means

20%Vote pace is below typical for AI Agents.
Running at 20% of comparable launches.
15Founder Conviction Index: 15 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
2.1×Founder historically performs 2.1× the median launch we track.
Best prior launch: ej, attention 64.

Prediction

Top-5 finish probability
2%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.2×
244 AI Agents launches

About

Open-weight models that turn text + a question into a probability for every answer: choice, yes/no, or score. Self-host them: no API, no bill per call, no data leaving. Weights, sources, licences and a benchmark-overlap audit are published. Github Repo : https://github.com/5ak3t/scm

AI Summary

SCM provides open-weight models that convert text and questions into probabilistic answers, including choices, yes/no, or scores. It allows self-hosting without API costs or data leakage, with all weights, sources, licenses, and benchmark audits publicly available on GitHub.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured

Signal sources

2 of 6 active
  • Launch tracking7 readings since we picked it up
  • AI analysisAI Agents
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoringbelow the signal threshold for this pass

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.

Founders

Saket Bhushan
@5ak3t
rep 29
Saket Bhushan
@5ak3t · hunter

Topics

Developer ToolsArtificial IntelligenceGitHubOpen Source