Verdict Calibration
Is the bar real, or just strict?
The validation rubric rarely returns a "Build" verdict. This page makes the threshold a measured choice, not a guess: the full score distribution, the exact criterion that blocks each near-miss, and a graph-grounded thesis confidence that credits ideas with real evidence behind them.
Score distribution
A real bar, not a hype machine: most reports land in Validate, and Build is reserved for ≥80 with no weak criterion.
What blocks Build
Among near-misses, the criterion most often scoring below 7/10:
Closest near-misses
One criterion from Build.
Reports scoring Validate-or-better, ranked by how little stands between them and a Build verdict.
AI workflow reliability monitor for small teams
Weakest: Feasibility (6.2/10)
Private AI prompt workspace for sensitive teams
Weakest: Feasibility (6.2/10)
AI operations signal monitor: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models
Weakest: Feasibility (6.2/10)
AI operations signal monitor: If Claude Fable stops helping you, you'll never know
Weakest: Feasibility (6.2/10)
AI operations signal monitor: MiMo Code is now released and open-source
Weakest: Feasibility (6.2/10)
Applied research signal monitor: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
Weakest: Feasibility (6.2/10)
Applied science signal monitor: Summer solstice brings Portland nearly 15 hours of daylight
Weakest: Feasibility (6.2/10)
Auto signal monitor: Every new car sold in the European Union must include a driver monitoring camera
Weakest: Feasibility (6.2/10)
Auto signal monitor: Mercedes‑Benz starts large‑scale production of electric axial flux motor
Weakest: Feasibility (6.2/10)
Thesis confidence
Where real evidence lifts the score.
A graph-grounded signal: the raw validation score plus bounded credit for declared complaint evidence, a trend seed, and cross-vertical keyword demand. Monotonic and capped at 100 — evidence can only help.
Auto signal monitor: Every new car sold in the European Union must include a driver monitoring camera
+3 trend seed · +5 cross-vertical keyword demand · +1.0 accelerating substrate · +3 imminent mandates
Technology operations signal monitor: StreetComplete: Fixing OpenStreetMap, one tiny quest at a time
+3 trend seed · +4 cross-vertical keyword demand · +1.9 accelerating substrate · +1.5 imminent mandates
AI workflow reliability monitor for small teams
+4 declared complaint evidence · +2 cross-vertical keyword demand · +1.9 accelerating substrate · +1.5 imminent mandates
Beauty signal monitor: pluralibacter gergoviae shampoo contamination
+3 trend seed · +3 cross-vertical keyword demand · +1.0 accelerating substrate · +3 imminent mandates
Consumer trends signal monitor: A better way to tie gym shorts (or any drawstring) [video]
+3 trend seed · +4 cross-vertical keyword demand · +1.0 accelerating substrate · +1.5 imminent mandates
Auto signal monitor: Mercedes‑Benz starts large‑scale production of electric axial flux motor
+5 cross-vertical keyword demand · +1.0 accelerating substrate · +3 imminent mandates
Trade and supply-chain operations signal monitor: China sentences official to death for taking $325M in bribes
+3 trend seed · +2 cross-vertical keyword demand · +0.4 accelerating substrate · +3 imminent mandates
Trade and supply-chain operations signal monitor: Argentina surges in global coverage
+3 trend seed · +2 cross-vertical keyword demand · +3 imminent mandates
Trade and supply-chain operations signal monitor: Chat Control passed first round in EU Parliament
+3 trend seed · +2 cross-vertical keyword demand · +3 imminent mandates
Food signal monitor: mountain mike's pizza
+3 trend seed · +3 cross-vertical keyword demand · +1.0 accelerating substrate · +3 imminent mandates
Applied research signal monitor: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
+3 trend seed · +2 cross-vertical keyword demand · +1.0 accelerating substrate · +1.5 imminent mandates
Consumer health and safety signal monitor: CRISPR tech selectively shreds cancer cells, including "undruggable" cancers
+2 cross-vertical keyword demand · +2.4 accelerating substrate · +3 imminent mandates