Named a 'TDN Rising Star, presented by Hagyard' for her 3 1/4-length debut win over Thursday's distance at Saratoga, Deep Learning proved she had plenty of class, finishing a close-up fifth in the GI Natalma Sept. 13 and running second to subsequent GI Breeders' Cup Juvenile Fillies Turf third Ground Support (Army Mule) in the GII Miss Grillo over course and distance Oct. 4.The popular 3-5 choice to go one better here, Deep Learning settled a nice third behind frontrunning Candy Moonshine (Twirling Candy) who cleared from the outside gate to the rail to lead into the first turn. Boxed in along the rail through fractions of :24.31 and :48.35, the favorite had plenty of run left and just waited under jockey Flavien Prat for room to run around the far turn. As the gap she needed opened with less than a quarter-mile to run, Deep Learning shot through and was a clear winner from there, finishing clear of Bella Knows to pick up her first stakes win.“I was traveling well,” Prat said. “She gave me a good run when it was time to get going and she kept on going. I loved the way she won at Saratoga and then we went to Canada and drew outside on the inner track, so it was not an ideal trip. I kind of crossed out that race and then she came back and had a good race and did again today. I don't think she'll mind going a bit further and I think she'll get better as a 3-year-old.”The 43rd stakes winner for Cairo Prince, Deep Learning was a $27,000 KEESEP RNA turned $325,000 OBS April graduate for Klaravich Stable out of a placed half-sister to MGSW Secret Gypsy (Sea of Secrets). Dovima, who last went through the ring for $50,000 to Dardis Bloodstock at KEENOV in 2023, has a yearling Girvin filly hammered down for $150,000 as a yearling at Keeneland last month. She reported an Uncle Mo colt this year and was served by Domestic Product for 2026.CHELSEY FLOWER S., $150,000, Aqueduct, 11-6, 2yo, f,1 1/16mT, 1:42.64, fm.1–DEEP LEARNING, 120, f, 2, by Cairo Prince 1st Dam: Dovima, by Union Rags 2nd Dam: Miss Utada, by Rahy 3rd Dam: Morini (GB), by Unfuwain($27,000 RNA Ylg '24 KEESEP; $325,000 2yo '25 OBSAPR).1ST BLACK TYPE WIN. O-Klaravich Stables, Inc.; B-Tony Dardis,Dell Ridge Farm, Ken Donworth & Desmond Ryan (KY); T-ChadBrown; J-Flavien Prat. $82,500. Lifetime Record: GSP,4-2-1-0, $184,722.2–Bella Knows, 120, f, 2, Kantharos–Bellamy Knows, by BellamyRoad. ($60,000 Ylg '24 KEESEP). 1ST BLACK TYPE. O-SofiaSoares and Robert Cotrone; B-Peter Sheppell and Royer FamilyStables (OH); T-Brad H. Cox. $30,000.3–Candy Moonshine, 120, f, 2, Twirling Candy–Sunset Starlet,by Malibu Moon. ($27,000 RNA Ylg '24 KEESEP; $80,000 2yo'25 OBSAPR). 1ST BLACK TYPE. O-RKTN Racing; B-ClearskyFarms (KY); T-Michael E. Gorham. $18,000.Margins: 2, NO, NK. Odds: 0.78, 11.81, 9.04.Also Ran: Tideoftime, Fille d'Oro (Ire), Fitz Right. Scratched: Devilish Grin, Getting Serious, Hidden Rose. Click for the Equibase.com chart or VIDEO, sponsored by FanDuel TV.The post Cairo Prince’s Deep Learning Wins Chelsey Flower appeared first on TDN | Thoroughbred Daily News | Horse Racing News, Results and Video | Thoroughbred Breeding and Auctions.