Historical Learning Audit
ATLAS Learning
ATLAS separates the current paid official record from historical beta learning data. This page exists for audit integrity and model learning, not public paid-pick performance.
Historical Beta Disclosure
The beta recorder ran without deployment gates.
The paid-gated Morning Brief is a different system. The full historical beta archive remains visible for audit integrity, but it is excluded from paid-gated performance because those early records captured loose, low-edge, novelty, and incomplete signals before ATLAS enforced deployment quality.
ATLAS does not hide the old record. It uses those failures to tighten the gates that must clear before any paid recommendation is published.
Historical Graded
359
Historical Accuracy
12%
Historical Avg ROI
-63.5%
Legacy Demo Loop
2-1
Paid Deployment Gates
Gate 1
Confirmed side price
Gate 2
Positive expected value
Gate 3
Liquidity threshold
Gate 4
Near-term actionable timing
Gate 5
Payoff quality and avoidable risk
Legacy Demo Learning Loop
These examples demonstrate the learning loop only. They are not current paid official picks and are excluded from public paid performance. The official record lives on the Performance page and only counts rows promoted into atlas_official_picks.
Demo Graded
3
Wins
2
Losses
1
Accuracy
66.7%
Avg ROI
+7.8%
ATLAS-2026-000003
Will France beat Switzerland?
BUY FRANCE · EDGE 91
WIN
ROI +18.4%
ATLAS-2026-000004
Will Switzerland beat France?
BUY NO · EDGE 89
WIN
ROI +14.7%
ATLAS-2026-000005
Will Canada beat Qatar?
WATCH YES · EDGE 72
LOSS
ROI -9.6%
What ATLAS Learned
EDGE score started to mean something immediately
The first paid-gated loss came from EDGE 72, while the first two higher-confidence calls won at EDGE 89 and EDGE 91.
Action: Treat EDGE 70-79 as watchlist unless stronger evidence appears.
Positive ROI survived one loss
The seed loop produced +18.4%, +14.7%, and -9.6%, creating a positive average ROI despite the first miss.
Action: Prioritize EV and downside containment, not only hit rate.
The old broad recorder was too loose
The full beta recorder captured low-quality, low-edge, novelty, and loose signals. ATLAS keeps that record visible and uses it to tighten paid deployment gates.
Action: No forced BUY. Deploy only when side price, EV, liquidity, timing, and payoff quality all clear.
Seed Calibration by EDGE Tier
EDGE 90+
1-0 seed sample
100%
ROI +18.4%
EDGE 80-89
1-0 seed sample
100%
ROI +14.7%
EDGE 70-79
0-1 seed sample
0%
ROI -9.6%
Full Historical Beta Recorder
This is the complete broad recorder from early beta. It includes historical low-quality calls that are not representative of the current paid-gated Morning Brief. ATLAS does not hide them. It learns from them.
Historical Graded
359
Wins
43
Losses
316
Accuracy
12%
Avg ROI
-63.5%
Latest Historical Resolved Events
REC-20260710-2861449
Dota 2: REKONIX vs Team Spirit - Game 2 Winner
ATLAS Yes · Official Team Spirit · EDGE 72
Jul 10, 9:00 PM
LOSS
ROI -100%
REC-20260710-2858938
Coinbase (COIN) Up or Down on July 10?
ATLAS Yes · Official Up · EDGE 53
Jul 10, 8:00 PM
LOSS
ROI -100%
REC-20260710-2861624
Bitcoin Up or Down - July 10, 12:50PM-12:55PM ET
ATLAS Yes · Official Up · EDGE 55
Jul 10, 4:55 PM
LOSS
ROI -100%
REC-20260707-2738380
Will Elon Musk post 80-99 tweets from July 3 to July 10, 2026?
ATLAS Yes · Official No · EDGE 66
Jul 10, 4:00 PM
LOSS
ROI -100%
REC-20260705-2784703
Will the price of Bitcoin be above $62,000 on July 10?
ATLAS Yes · Official Yes · EDGE 61
Jul 10, 4:00 PM
WIN
ROI +29%
REC-20260707-2784638
Will the price of Bitcoin be between $62,000 and $64,000 on July 10?
ATLAS Yes · Official No · EDGE 57
Jul 10, 4:00 PM
LOSS
ROI -100%
REC-20260709-2853995
Counter-Strike: Yawara Esports vs Keyd (BO3) - Thunderpick World Championship South American Series #2 Group B
ATLAS Yes · Official Keyd · EDGE 68
Jul 9, 10:10 PM
LOSS
ROI -100%
REC-20260706-2804853
Will France win on 2026-07-09?
ATLAS Yes · Official Yes · EDGE 68
Jul 9, 8:00 PM
WIN
ROI +58.7%
REC-20260708-2805543
France vs. Morocco: Will the Match Go to a Penalty Shootout?
ATLAS Yes · Official No · EDGE 64
Jul 9, 8:00 PM
LOSS
ROI -100%
REC-20260705-2804877
Exact Score: France 0 - 1 Morocco?
ATLAS Yes · Official No · EDGE 59
Jul 9, 8:00 PM
LOSS
ROI -100%