Dossiers · 942 published · 942 with a kill line · 8 archetypes · 40 themes

Thesis. Kill line. Catalyst. Per ticker.

Each dossier compresses thirty days of news, four quarters of earnings transcripts, and narrative-cluster classification into one read: thesis, kill line, archetype, conviction, catalyst calendar. Generated by a frontier model, dated, and graded against the line it published.

Watch lists

Hot — momentum board → Hot stocks consumer retail stocks 4 crypto exchange and stablecoin stocks 7 freight and logistics stocks 5 medtech stocks 7 analog semiconductor stocks 4 AI compute stocks 9

Conviction mix

Supreme 14 · 1%
High 28 · 3%
Medium 298 · 32%
Low 602 · 64%

Archetype mix

Compounder 139 · 15%
Cyclical recovery 122 · 13%
Theme leader 62 · 7%
Special situation 258 · 27%
Earnings inflection 228 · 24%
Retail squeeze 48 · 5%
Defensive 85 · 9%

Freshness · last analysed

≤ 7 days 915 · 97%
≤ 30 days 27 · 3%

conviction highmediumlownone

942 shown

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Held

Watchlist

200

Recently exited

Dormant

685

Common questions

What is a FrontierPicks dossier?

A per-ticker research note written by a frontier language model: the current thesis, the archetype the name is trading as, the next dated catalyst, and an explicit kill line — the price level or event that would prove the pick wrong. Every dossier is dated and rewritten as the facts change.

How many stocks does FrontierPicks cover?

942 US tickers have a dossier right now. All 942 published dossiers carry the full shape: a dated thesis and the exact level that ends it. Coverage is earned rather than fixed: a name gets a dossier when the model has something to say about it beyond the price trend. The 61 names the model holds, has just exited, or that sit in a theme it is currently calling accelerating are re-read every trading day — every one of them was read in the current session. The wider 881-name coverage universe cycles behind them: its median name was last read 0 sessions ago, and no dossier is more than 8 sessions old.

Is AI-generated stock research reliable?

It should be judged the way any research is judged — on whether its stated confidence holds up against outcomes. FrontierPicks is built to make that measurable: every pick publishes a kill line before the outcome is known and is graded mechanically against it, and the resulting calibration record is recomputable from the published data rather than asserted. It is research to evaluate, not advice; no performance claim is made.

How often are the dossiers updated?

On a rolling cycle, not uniformly. The 61 names the model holds, has just exited, or that sit in a theme it is currently calling accelerating are re-read every trading day — every one of them was read in the current session. The wider 881-name coverage universe cycles behind them: its median name was last read 0 sessions ago, and no dossier is more than 8 sessions old. The model re-reads a covered name against fresh price, filing and news data and rewrites the dossier when the facts move; each page shows its own last-updated date rather than a sitewide timestamp, so the cadence is checkable name by name.