“Stores” of these objects are created in a common application of the HNSW algorithm used by providers such as Pinecone and Chroma. Stanford’s “global” algorithm for creating these objects competes with a Google algorithm that can use either the CBOW or skip-gram architecture for transforming words to these objects. These objects name a technique whose “soft” variant uses the hinge loss; that technique can use the (*) kernel trick to solve nonlinear problems. In the transformer architecture, tokenized data like text is turned into “embeddings” of these objects. A linear classification technique seeks to maximize the margin between classes with a hyperplane defined by “support” types of these objects. For 10 points, name these rank-one tensors that can be “multiplied” using the dot product. ■END■
| 2025 Penn Bowl - Stanford | 10/25/25 | Y | 4 | 100% | 75% | 0% | 57.50 |
| 2025 Penn Bowl - Northwestern | 10/25/25 | Y | 4 | 100% | 25% | 25% | 99.00 |
| 2025 Penn Bowl - Mainsite (UPenn) | 11/01/25 | Y | 6 | 100% | 17% | 33% | 96.33 |
| 2025 Penn Bowl - BU | 11/01/25 | Y | 4 | 100% | 25% | 25% | 87.00 |
| 2025 Penn Bowl - CWRU | 11/01/25 | Y | 3 | 67% | 33% | 67% | 84.00 |
| 2025 Penn Bowl - UNC | 11/01/25 | Y | 3 | 100% | 0% | 33% | 122.67 |
| 2025 Penn Bowl - WashU | 11/01/25 | Y | 2 | 100% | 0% | 0% | 107.00 |
| 2025 Penn Bowl - Ottawa | 11/01/25 | Y | 7 | 100% | 14% | 29% | 96.43 |
| 2025 Penn Bowl - UK | 11/01/25 | Y | 9 | 100% | 22% | 33% | 95.22 |
| 2025 Penn Bowl - Online | 11/08/25 | Y | 2 | 100% | 50% | 0% | 86.00 |
| 2025 Penn Bowl - Murray State | 11/08/25 | Y | 2 | 100% | 0% | 0% | 87.50 |
| Player | Team | Opponent | Buzz Position | Value |
|---|---|---|---|---|
| Joey Goldman | Washed Scrubs | question mark | 18 | 15 |
| Jason Qin | Columbia A | Maryland B | 42 | -5 |
| Eve Fleisig | To buzz is to be perceived | Alas poor Warwick, I knew him Edinburgh | 44 | -5 |
| Danny Peelen | Pittsburgh | Michigan B | 45 | 15 |
| Adil Soubki | Galactic Ombudsmen | Coughing Baby | 45 | -5 |
| Reed Sexton | Michigan C | Michigan A | 48 | -5 |
| Ryan Sun | Berkeley B | Free Win | 48 | 15 |
| Michał Gerasimiuk | Stanford A | The best time to buzz was twenty clues ago. The second best time to buzz is now | 48 | 15 |
| Aaryan Sumesh | Berkeley C | Stanford B | 48 | 15 |
| Coby Tran | UChicago B | UChicago A | 48 | 15 |
| Theodore Lam | Toronto Sunshine Bubbles | Aweille Kevin Fan osti continue comme ça | 50 | 10 |
| Omer Keskin | Penn and the Art of Tossup-Bonus cycle Maintenance | Quiztian Bale in Ratman Begins | 50 | 15 |
| Cade Reinberger | RIT | MIT A | 51 | 15 |
| Aatreyo Bhattacharyya | abg academy | rusty shackleford | 53 | 15 |
| Jerry Vinokurov | John Jay | Maryland C | 56 | 15 |
| Sky Li | Toronto G | McGill B | 60 | 15 |
| Owen Mimno | NYU A | JHU B | 71 | 10 |
| Charlie Ruff | McGill Fartlets | Carleton A | 75 | -5 |
| Walter Zhang | I've been running into you in my lead plumbocene what could have benzene | Brown | 76 | -5 |
| Mattias Ehatamm | Maryland A | Columbia B | 83 | 10 |
| Kevin Flanagan | Bristold | Chimp Brisket | 83 | -5 |
| Brenden Stremler | Yale | Brandeis | 86 | 10 |
| Ben Hellman | Swarthmore | Mount Sinai | 86 | -5 |
| Daniel Hothem | In Search of Lost Clues | Berkeley A | 86 | 10 |
| Randy Guo | Texas B | Oklahoma | 86 | 10 |
| Aditya Rajesh | Northwestern B | Illinois | 86 | -5 |
| Alma Gazzaniga | UNC B | UNC A | 86 | -5 |
| Peter Breggren | MIT B | Harvard | 88 | 10 |
| Michael Du | Waterloo you are crooked | Toronto E | 89 | 10 |
| Michael Wu | Coughing Baby | Galactic Ombudsmen | 89 | 10 |
| Jisoo Yoo | Texas A | Central Oklahoma | 89 | 10 |
| Vivek Sasse | Hail to the Sheaf | 1. Wawa 2. Blank Street 151. Black Sheep at Kings Cross rail | 106 | 10 |
| Jason Zhang | Toronto Operation PBSuccess | Ottawa 67s | 107 | 10 |
| Sam Moore | Knorr Stock Clue | The Bit and the Penndulum | 107 | 10 |
| Nitin Murthy | Purdue A | Indiana | 107 | 10 |
| Paul Lee | WashU Bouba | VJ Edgecombe School of Interior Design - Edwardsville | 107 | 10 |
| John John Groger | WashU Kiki | Truman State | 107 | 10 |
| Franklin Wu | Toronto Murder on the Rider Express | Guelph perfomative male competition | 114 | -5 |
| Aneesh Shrotriya | Purdue B | UChicago C | 118 | 10 |
| Matt Booth | Burnaburiash's Lapis Lazuli | why is it called a score clue if nobody scores points on it | 118 | 10 |
| George Matsumura | Wake Up Paddington A Washington Mystery | New Young Whigs of America | 119 | 10 |
| Aditya Patnaik | Ohio State A | Ohio State B | 121 | -5 |
| Zaid Asif | NYU B | JHU A | 122 | 10 |
| Zachary Bornstein | VT B | VT A | 122 | 10 |
| Todd Maslyk | Michigan A | Michigan C | 123 | 0 |
| Joshua Lam | Ohio State B | Ohio State A | 123 | 10 |
| Nathan Zhao | Maryland B | Columbia A | 123 | 10 |
| Daniel Ma | Mount Sinai | Swarthmore | 123 | 10 |
| Nicolaus Derikx | Carleton A | McGill Fartlets | 123 | 10 |
| Jacob Bicol | #OpenToBuzz | Queen's is monitoring the situation | 123 | 10 |
| Rayton Lin | Guelph perfomative male competition | Toronto Murder on the Rider Express | 123 | 10 |
| Justin Keung | Chimp Brisket | Bristold | 123 | 10 |
| Ethan Webb | Of Mice and Penn | Paul Quifford, or, It Was a Dark and Stormy Tournament | 123 | 0 |
| Charlie Lowman | Paul Quifford, or, It Was a Dark and Stormy Tournament | Of Mice and Penn | 123 | 10 |
| Danny Fisher | Alas poor Warwick, I knew him Edinburgh | To buzz is to be perceived | 123 | 10 |
| Philip Yao | Brown | I've been running into you in my lead plumbocene what could have benzene | 123 | 10 |
| Andrew Wang | Illinois | Northwestern B | 123 | 10 |
| Aditya Sharma | Wise Duke | Planck Sinatra | 123 | 10 |
| Nick Smemoe | UNC A | UNC B | 123 | 10 |