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Stories from January 6, 2025 (UTC)
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1. Time-Series Anomaly Detection: A Decade Review (arxiv.org)
446 points by belter on Jan 6, 2025 | hide | past | pdf | 80 comments
2. Memory Layers at Scale (arxiv.org)
4 points by PaulHoule on Jan 6, 2025 | hide | past | pdf | discuss
3. Study of AIAgents-driven Company: at best 24% of the tasks could be completed (arxiv.org)
4 points by mentalgear on Jan 6, 2025 | hide | past | pdf | discuss
4. Frontier Models are Capable of In-context Scheming (arxiv.org)
4 points by jimmcslim on Jan 6, 2025 | hide | past | pdf | 1 comment
5. Long Context vs. RAG for LLMs: An Evaluation and Revisits (arxiv.org)
3 points by Jimmc414 on Jan 6, 2025 | hide | past | pdf | 4 comments
6. Superhuman performance of an LLM on the reasoning tasks of a physician (arxiv.org)
2 points by Jimmc414 on Jan 6, 2025 | hide | past | pdf | discuss
7. Topology Meets ML: An Introduction Using the Euler Characteristic Transform (arxiv.org)
2 points by Pseudomanifold on Jan 6, 2025 | hide | past | pdf | discuss
8. ICLR: In-Context Learning of Representations (arxiv.org)
2 points by pama on Jan 6, 2025 | hide | past | pdf | discuss
9. Benchmarking LLM Agents on Consequential Real World Tasks (arxiv.org)
2 points by iamflimflam1 on Jan 6, 2025 | hide | past | pdf | discuss
10. Don't Do RAG: When Cache-Augmented Generation Is All You Need for Knowledge Task (arxiv.org)
1 point by ksec on Jan 6, 2025 | hide | past | pdf | discuss
11. An analytic theory of creativity in convolutional diffusion models (arxiv.org)
1 point by RobinHirst11 on Jan 6, 2025 | hide | past | pdf | discuss