Results & decisions
Moving an abstract to a queue records the decision. It does not tell the speaker — that happens when you notify them.
38 abstracts · 5 contested on this page · 11 still being reviewed
Select to decide
| Code | Title | Score | Spread | Status | |
|---|---|---|---|---|---|
| SESS-26 | Semantic Caching in Practice | 4.50(1 of 4) | One review | Decline queue | |
| SUB-55 | Full Journey Demo Talk (Round 2) | 4.50(1 of 4) | One review | Accepted | |
| SESS-22 | Scaling Human Review | 4.25(1 of 4) | One review | Accepted | |
| SESS-5 | Fine-tuning Is Not the Answer | 4.00(4 of 4) | 4.0–4.0 | Pending | |
| SUB-54 | Reviewer-First Journey Talk | 4.00(1 of 4) | One review | Accepted | |
| SUB-57 | Taming 40-Minute CI: Incremental Builds at Monorepo Scale | 4.00(1 of 2) | One review | Accepted | |
| SESS-1 | Shipping LLM Agents Without Losing Sleep | 3.31(4 of 4) | 2.8–4.0 | Pending | |
| SESS-6 | Observability for Nondeterministic Systems | 3.31(4 of 4) | 2.3–4.5Contested | Pending | |
| SESS-7 | Prompt Injection in the Wild | 3.25(3 of 4) | 2.5–4.3 | Pending | |
| SESS-14 | Multi-tenant Isolation for AI Workloads | 3.25(4 of 4) | 2.5–3.8 | Accept queue | |
| SESS-21 | Retrieval Quality Is a Data Problem | 3.25(1 of 4) | One review | Accepted | |
| SESS-12 | When to Say No to an Agent | 3.13(4 of 4) | 2.3–3.8 | Accept queue | |
| SESS-15 | Guardrails That Do Not Annoy Users | 3.13(4 of 4) | 2.8–3.5 | Accepted | |
| SESS-17 | From Notebook to Production in a Week | 3.13(4 of 4) | 2.5–3.8 | Accepted | |
| SESS-2 | Vector Databases at a Billion Rows | 3.06(4 of 4) | 2.3–4.0 | Pending | |
| SESS-3 | Evaluating RAG: Beyond Vibes | 3.00(4 of 4) | 1.0–5.0Contested | Pending | |
| SESS-24 | Designing for Model Deprecation | 3.00(1 of 4) | One review | Accepted | |
| SESS-8 | Streaming UIs for Slow Models | 2.88(4 of 4) | 1.8–4.3Contested | Pending | |
| SESS-11 | Building an Internal Model Gateway | 2.88(4 of 4) | 2.3–3.5 | Accept queue | |
| SESS-19 | The Case Against Chatbots | 2.88(4 of 4) | 2.8–3.3 | Accepted | |
| SESS-18 | Testing Nondeterministic Pipelines | 2.81(4 of 4) | 2.5–3.5 | Accepted | |
| SESS-20 | Small Models, Big Wins | 2.75(1 of 4) | One review | Accepted | |
| SESS-25 | Open Weights in the Enterprise | 2.75(1 of 4) | One review | Decline queue | |
| SESS-4 | The Cost Curve of Inference | 2.63(4 of 4) | 2.0–3.8 | Pending | |
| SESS-23 | What We Learned Serving 10B Tokens | 2.50(1 of 4) | One review | Accepted | |
| SESS-10 | Structured Output Without Tears | 2.44(4 of 4) | 1.8–3.8Contested | Accept queue | |
| SESS-13 | Caching Strategies for Token Spend | 2.31(4 of 4) | 1.3–3.3Contested | Accept queue | |
| SESS-16 | Latency Budgets End to End | 2.25(4 of 4) | 1.5–3.3 | Accepted | |
| SESS-9 | Edge Inference on a Budget | 2.13(4 of 4) | 1.5–3.3 | Pending | |
| SESS-27 | The Hidden Cost of Context Windows | Not reviewed | — | Decline queue | |
| SESS-28 | Batching, Queueing and Backpressure | Not reviewed | — | Declined | |
| SESS-29 | Migrating Off a Single Vendor | Not reviewed | — | Declined | |
| SESS-30 | Debugging Agent Loops | Not reviewed | — | Declined | |
| SESS-34 | Workshop: Building Your First Evaluator | Not reviewed | — | Withdrawn | |
| SESS-35 | Workshop: Production RAG in Half a Day | Not reviewed | — | Withdrawn | |
| SESS-38 | Panel: The Ethics of Autonomy | Not reviewed | — | Pending | |
| SESS-39 | Closing Remarks | Not reviewed | — | Pending | |
| SESS-40 | Opening Keynote: Why Now | Not reviewed | — | Pending |