calibration score
—
no closed outcomes yet · never faked
zg-stocks
decision cockpit
The Verify Gate · research, not recommendations
Hypothesis in,
proof out.
A local research cockpit that refuses to believe an AI until it has receipts. Every AI-surfaced stock idea is a hypothesis — checked against the primary SEC filing before it earns a single line of the journal. Nothing trades. Ever.
01 The money shot
An AI speaks with total confidence.
Confident isn't true.
So the claim doesn't get believed — it gets dragged to the primary source. Watch a fabrication die on camera, then watch a real signal get rejected for a real reason. The gate runs continuously; this is what it does.
Verify Gate · live
source · sec edgar primary filings
1Claim
2Check
3Verdict
The AI says —
—
checked against the primary filing
The filing says
—
—
—
02 Immune memory
It remembers every lie it's caught.
The gate keeps a standing catalog of fabrication signatures — the way an immune system remembers a pathogen. A match only ever accelerates suspicion, never trust. Fast path to "look harder or kill it." No fast path to "believe it."
03 The loop
Four steps. No shortcuts.
01
A claim arrives
An AI surfaces a ticker with a confident, specific thesis. It lands as a hypothesis — believed by no one yet.
→02
Check the source
Every load-bearing number is pulled from the actual SEC filing — not the AI's word. The claim is shown beside the proof, never instead of it.
→03
Render a verdict
Confirmed, pending, or killed — on the claim's truth, not on the stock. Fabrications die here.
→04
Seal it
Survivors are written to a tamper-evident, hash-sealed journal — timestamp, source, and the falsifier that would kill the thesis later.
04 Discipline
Even a real signal dies
when the facts don't hold.
Catching lies is half of it. The harder half is refusing a convenient yes — a signal that's genuinely real, but fails on the fundamentals.
PSNY
real insider cluster · verified
no · going-concern risk
claim
An AI flags a three-insider open-market buy cluster — the kind of signal you don't ignore.
verified
The gate pulls the actual Form 4s and confirms all three purchases at the source — the cleanest cluster shape it had seen.
killed
Then the fundamentals check finds an active going-concern warning after a heavy quarterly loss. Real signal, still a no. Logged as a lead, never a buy.
"A good story is not a filter — it's a rationalization surface."
05 The honest scoreboard
In a genre full of fake backtests,
showing nothing is the flex.
It never invents a track record. The calibration score reads a dash until a real decision has a real outcome. The proof comes now; the grade comes later.
trades executed
0
paper-only · no broker · by hard rule
verdict engine
EDGAR
every number to its primary filing
the day-one win
$0
moved — and that was the point
"It never says buy. It helps you decide — and remembers what you decided."
Signals decay.
Proof compounds.
Not financial advice · a research demo