Lithuania Medical Doctors

The tests show no consistent, material advantage over the no-change baseline.

Model: Agentic Investor TSFM (foundation model)

Accuracy vs naive

+6%Matches the no-change baseline over 7 tests (7 tests, 4 won)

Direction

65%No clear edge over a coin flip (13 of 20 calls right in 7 tests)

Turning points

n/aToo few tests (3 turns, 8 needed) (3 turns in 7 tests, 4 without a turn)

Error vs baseline

6% lowerError ratio 0.94; 1.00 is a tie.

Tests won

4 / 7Complete rolling backtests; ties count as no win.

Test period

2001-12-01 to 2021-12-013 observations ahead per test.

80% band coverage

95%Observed outcomes inside the band across all stored test windows.

• Band coverage uses all stored test windows, including model-selection windows when present; it does not determine the confidence label.
• The 80% band held more than expected outcomes; interpret its width with care.
• Evaluated 2026-11-15 against the cached history through 2021-12-01.
• This is an evaluation of the serving model; it does not establish a winner across four model classes.