Abstracts
Applications to speak. These go through review and a decision.
| Tags | Speaker | Ratings | Files | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Semantic Caching in Practice | Decline Queue | Approved | — | Abstract | AI-026 | Caching on meaning rather than exact match, and the ways that goes wrong. Threshold tuning, the confidently-wrong cache hit, and how we detect when the cache is degrading answer quality. | Talk (30 min) | Intermediate | English | Infrastructure | RAG | JHJonas Halvorsen | SOSam Organiser | — | — | 4.50 (1 of 4) | — | 1.5 | |
| The Hidden Cost of Context Windows | Decline Queue | Approved | — | Abstract | AI-027 | Long context is not free and not always better. Measured cost and quality across context lengths on a real workload, plus the retrieval strategy that beat simply pasting everything in. | Talk (30 min) | Advanced | English | Evaluation | Agents | MCMira Castellanos | SOSam Organiser | — | — | — | — | 2.4 | |
| Open Weights in the Enterprise | Decline Queue | Approved | — | Abstract | AI-025 | Open-weight models inside a company with a compliance function. Licensing, hosting, evaluation against hosted alternatives, and the security questions that decided it for us. | Talk (30 min) | Beginner | English | Applied AI | Open Source | GAGrace AdeyemiKMKofi Mensah+1 | SOSam Organiser | — | — | 2.75 (1 of 4) | — | 2.7 |
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3 abstracts matching the current filters↑↓move⇧↑select rangespacetoggle⏎openescclear
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