胜道博岳国际卡丁车场(丰台店) · 2026-05-04

# AI Race Engineer Debrief

<!-- model: doubao-1-5-pro-32k-250115 | lang: en | session: raw.vbo -->

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### Opening
Your best lap was L6 at 69.16s, but the theoretical 3-sector best lap could be 68.6s, giving you a recoverable 0.56s. S1 was quite stable, but there's room for improvement in S2 and S3.

### Style sketch
You're an aggressive late-braker with a steady rhythm. You tend to apply throttle early on exit, but your line consistency could use some work.

### Top corners to improve
- **T3**: This is a left sweeper with a radius of 54.4m and a grip ceiling of 91.1 km/h, though your kart tops out at 86.2 km/h. Your best apex was 83.2 km/h in L4, while your worst was 66.0 km/h in L1. There's a 2.7 km/h gap to the achievable apex, worth about 0.122s per lap. The issue is that you're braking too early and not carrying enough speed through the corner. Next session, brake 3m later, aim for an entry speed of 85 km/h, and push the apex to 86 km/h.
- **T5**: A right sweeper with a 52.4m radius and a grip ceiling of 89.4 km/h, capped by your kart's 86.2 km/h. Your best apex in L5 was 83.6 km/h, and your worst in L1 was 70.0 km/h. There's a 2.6 km/h gap to the achievable apex, worth aro...

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