Amazon CEO Andy Jassy says AWS’s large committed cloud capacity is largely sold out through 2027, with part of 2028 already allocated, while the company continues to reserve headroom for On Demand, EC2 and Bedrock. Pr... Context & related coverage →
arxiv.org · 2026-10-29 · Ranked: evaluation match · research watch · fresh 0.69 · score 2.07
Data attribution methods for Language Models (LMs) are typically evaluated using downstream tasks like fact retrieval. However, existing evaluations vary multiple dataset properties simultaneously, making it impossibl... Context & related coverage →
arxiv.org · 2026-10-29 · Ranked: evaluation match · research watch · fresh 0.68 · score 2.03
Modern LLMs strain device memory through large model weights and attention states, particularly in resource-constrained scenarios. Existing systems separately provision memory for model weights and attention states, i... Context & related coverage →
arxiv.org · 2026-10-29 · Ranked: agent + harness match · research watch · fresh 0.69 · score 2.03
Do research agents have taste, the judgment of which experiments are worth running before their outcomes are known? We give six frontier models seven recent NLP papers. Each model, working as a research agent alone or... Context & related coverage →
arxiv.org · 2026-10-29 · Ranked: agent + eval match · research watch · fresh 0.69 · score 1.77
Complex questions in retrieval-augmented generation require evidence spread over several documents, and an answer is reliable only when the retriever finds all of it. Chain embedding retrievers collect such evidence s... Context & related coverage →
Today, we’re announcing that spend caps on Google Cloud Budgets are generally available. With this release, we’re delivering ways to protect your workloads from runaway costs without risking resource deletion. More im... Context & related coverage →
OpenAI uses layered monitoring to detect frontier model misalignment and unauthorized agent behavior so responders can intervene before incidents escalate. Context & related coverage →
Ropes & Gray is developing AI for transactional diligence with OpenAI. Lawyers review grouped documents, summaries, and reports before advising clients. Context & related coverage →
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