AI Agent Handicapper: Post Race Reviews

[cpw]

I’m creating an AI Agent that handles the handicapping. It analyses results and current context to rank today’s field on what actually matters: recency‑weighted form, trainer intent (targets and single bookings), draw and weight bands, pace shape and sectionals, and course/trip/going suitability.​

What the AI Agent does​

• Form & improvement: Recency‑weighted trends showing who is improving now.
• Intent signals: Trainer targets, single bookings, and fitness reads.
• Course/trip/going fit: Proven suitability to conditions.
• Pace picture & sectionals: Likely travel and finishing strength given today’s set-up.
• Draw & weight bands: Historic edges for this track and race type.

Check out a couple of yesterday's here.

20:40 Hamilton – 12 Aug 2025 | Follow Us On X At HamiltonParkRC Handicap | Class 6 | 3yo+ | 1m 68y

LBBW v2 – Deep-Dive Race Analysis (3F Sectionals – Final Version) 20:40 Hamilton – 12 Aug 2025 | Follow Us On X At HamiltonParkRC Handicap | Class 6 | 3yo+ | 1m 68y Going: Good to Soft (good in places) | Draw Advantage: None Model: Recency‑Weighted Improvement; Bonuses (+0.2 Top Weight; +0.2 tw...

docs.google.com

20:10 Hamilton (12 Aug 2025)

LBBW v2 Deep-Dive – 20:10 Hamilton (12 Aug 2025) Book Your Christmas Party At Hamilton Park Handicap — Class 6 | 3YO+ 1m 4f 15y | Going: Good to soft (good in places) | Draw Advantage: None Winner: £3,664 | Declared: 12 LBBW Score Table — Horse | Score Horse Score Crystal Guard 3.3 Two...

docs.google.com

 

[MisterB]

BTW I gave the OP the thumbs up to post this after he asked for permission. It seems innocuous to me, bit if you folks feel that it's cloaked marketing or something bent, please let me know.

 

[luckyme]

CPW is a decent sort and his AI reports are a very good read indeed.

 

[walsworth]

Wasn’t CPW in Bonnie and Clyde?

 

[Ian_Davies]

cloaked marketing

Marketing?

Time will tell.

Cloaked?

Hardly - it's hiding in broad daylight.

But I don't actually have an issue with it as it's an interesting read in its own right.

 

[Ian_Davies]

Wasn’t CPW in Bonnie and Clyde?

It was "C.W. Moss," played by the excellent Michael J. Pollard, and he was a brilliant character in a great movie.

Warren Beatty was at his very best and, well, Hell would freeze over before I ever faulted anything Faye Dunaway ever did as she was utterly stunning.

Tbf, she was a good actress (or is it actor regardless of gender nowadays?) in her own right too - she certainly appeared in some cracking movies like The Thomas Crown Affair and Chinatown.

 

[Desert Orchid]

Maybe a tad more convincing if the analyses were proffered in advance of the races...

 

[Slim]

BREAKING: After years of grinding, I’ve finally cracked the code.

FS² + HW² + D² + LTW² = P² + AI²

Where:
FS = Form Study
HW = Hard Work
D = Discipline
LTW = Less Time Wanking
P = Profits
AI = Artificial Intelligence

This isn’t just maths… it’s betting’s Theory of Everything.

 

[Ian_Davies]

LTW = Less Time Wanking

No data model worth its salt fails to have this among its key co-efficients.