SOURCE: FASTF1 AUTHENTIC TELEMETRY
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DRIVER: VER (#1)
STRATEGIC DECISION ENGINE RECOMMENDATION
94% CONFIDENCE
STAY OUT
EXTEND CURRENT STINT — CLEAN AIR DELTA OPTIMAL
RECOMMENDED PIT WINDOW
LAPS 24 – 28
TARGET COMPOUND
HARD (H)
MODEL CONFIDENCE
94% CONFIDENCE
ESTIMATED TIME SAVED
+8.4s NET GAIN
OPERATIONAL RATIONALE & INVALIDATION
OBJECTIVE EVALUATOR
Primary Reasons:
- Clean air gap ahead exceeds 4.5 seconds
- Tyre degradation rate stable at 0.038s/lap
- No traffic penalty predicted upon pit exit
Invalidation Conditions:
- VSC period ending before car reaches pit entry
- Track temperature drop causing graining shift
DRIVER RADIO TRANSCRIPT & INTENT ANALYSIS
NLP ENGINE
DRIVER VER (#1) — LAP 12:
"Tyres feel fine, pace is consistent and balanced."
DETECTED INTENTS: STRATEGY_STAY_OUT_REQUEST
RACE ORDER & OPPONENT THREAT MATRIX
LIVE TIMING
| POS | CAR | DRIVER | COMPOUND | AGE | DEG RATE | CLIFF PROB | GAP AHEAD | THREAT |
|---|---|---|---|---|---|---|---|---|
| 1 | #1 | M. Verstappen | MEDIUM | 12 Laps | 0.038s/lap | 15% | LEADER | NONE |
| 2 | #44 | L. Hamilton | SOFT | 14 Laps | 0.080s/lap | 78% | +2.4s | HIGH UNDERCUT |
| 3 | #16 | C. Leclerc | MEDIUM | 12 Laps | 0.042s/lap | 24% | +5.1s | MED UNDERCUT |
| 4 | #4 | L. Norris | HARD | 8 Laps | 0.026s/lap | 8% | +8.7s | OVERCUT RISK |
ENVIRONMENTAL INTELLIGENCE
TRACK SENSORS
DRY TRACK
RAIN PROBABILITY:
0.0%
TRACK TEMP:
38.4 °C
AIR TEMP:
26.1 °C
TRACK EVOLUTION:
+0.012 s/lap (GRIP GAIN)
DEGRADEIQ ENGINE
DEGRADEIQ — TRUE TYRE WEAR ISOLATION (RAW VS CORRECTED)
PIECEWISE-LINEAR HINGE FIT
RAW PRACTICE TREND
-0.014 s/lap
Masked by fuel weight loss
DEGRADEIQ TRUE WEAR
+0.038 s/lap
Isolated mechanical wear slope
ISOLATION DELTA
+0.052 s/lap
Noise bias eliminated
NOISE ATTRIBUTION & STINT VALIDATION
STINT LEVEL PROOF
VARIANCE DECOMPOSITION:
Monza FP Stint (Driver #1)
Fuel Burn (-0.033s/kg)
True Compound Wear
Track Grip Evolution
OVERALL RACE VALIDATION MAE
0.38s
Baselined against Race Laps
OPTIMAL PIT WINDOW
LAPS 26 - 30
1.5s - 2.5s wear cliff threshold
MODEL ARCHITECTURE:
Piecewise-Linear Hinge (2 Segments)
EARLY STINT SLOPE (L1–L5):
Near-flat (0.002 s/lap)
WEAR RAMP KNOT:
Lap 5.0 (wear acceleration)
LIVE CAR TYRE TELEMETRY
SESSION REAL-TIME
CURRENT COMPOUND:
MEDIUM
TYRE AGE:
12 Laps
ESTIMATED DEGRADATION:
0.456s
DEGRADATION RATE:
+0.038 s/lap
CLIFF PROBABILITY:
15%
REMAINING TYRE LIFE:
18 Laps
LIVE CLEAN AIR PACE DECOMPOSITION
CLEAN AIR BASELINE
EXPECTED CLEAN PACE:
89.420s
CURRENT OBSERVED PACE:
89.650s
PACE DELTA:
+0.230s
FUEL LOAD:
68.4 kg
SELECTED: SILVERSTONE CIRCUIT — 18 CORNERS
CIRCUIT MAP: SILVERSTONE CIRCUIT — BRITISH GRAND PRIX
RACING LINE ANALYSIS
CORNERS: 18
LENGTH: 5.891 km
HIGH-SPEED SECTORS: 78%
SELECT ANY CORNER TO INSPECT
CORNER TELEMETRY INSPECTOR
TELEMETRY
CORNER 1: TURN 1 (ABBEY)
LINE CLASSIFICATION:
IDEAL RACING LINE
BRAKING POINT:
120.0m
ENTRY SPEED:
280 km/h
APEX SPEED:
95 km/h
EXIT SPEED:
160 km/h
LINE DEVIATION:
+0.04m (TIGHT APEX)
CORNER TIME DELTA:
-0.012s (OPTIMAL)
AI STRATEGY VS NAIVE BASELINE BENCHMARK SUITE
EVALUATION ENGINE
SCENARIOS EVALUATED
12
AI STRATEGY WINS
9
TOTAL TIME SAVED
+142.5s
AI WIN RATE
75.0%
| SCENARIO | KEY TRIGGER | BASELINE STRATEGY | AI RECOMMENDATION | TIME DELTA | RESULT |
|---|---|---|---|---|---|
| tyre_cliff | High wear acceleration (ramp slope) | Pit Lap 28 (Fixed window) | Pit Lap 18 (Early undercut cliff) | +24.8s | AI WIN |
| vsc_pit_opportunity | Virtual Safety Car delta deployed | Stay out (ignores VSC delta) | Box this lap (11s pit loss reduction) | +11.2s | AI WIN |
| opponent_undercut | Rival pitted into clean air gap | Stay out (unreactive) | Box lap after (cover undercut) | +6.4s | AI WIN |
| rain_arrival | Track wetness precipitation shift | Dry slick baseline | Switch to Intermediates (I) | +38.5s | AI WIN |
| normal_race | Clean linear wear stint | 1-stop Lap 24 Medium->Hard | 1-stop Lap 24 Medium->Hard | +0.0s | MATCH |