benchmarks

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4.0 Anthropic CEO Amodei calls for slower AI development and shared safety rules — 11 src2.2 Agility Robotics unveils Digit 5 humanoid for warehouses and factories — 2 src2.0 Apple ships rebuilt Siri with Google Gemini, but not in the EU — 2 src1.8 Siri AI in macOS 27 Golden Gate: FAQ, Germany availability, privacy questions — 2 src1.4 Sam Altman says OpenAI will not go public in 2026, citing AI safety concerns — 5 src1.1 OpenAI contractors review real ChatGPT conversations to rate responses, report says — 2 src1.1 Anthropic data retention policy prompts firms to limit Claude use for sensitive work — 1 src1.1 Study examines issue bias in LLMs used as writing assistants before Swedish 2026 election — 1 src1.1 Study Audits Misalignment in Multi-Modal World Models — 1 src1.1 Retrieval-Grounded Reasoning Approach Proposed for Universal Multimodal Embeddings — 1 src4.0 Anthropic CEO Amodei calls for slower AI development and shared safety rules — 11 src2.2 Agility Robotics unveils Digit 5 humanoid for warehouses and factories — 2 src2.0 Apple ships rebuilt Siri with Google Gemini, but not in the EU — 2 src1.8 Siri AI in macOS 27 Golden Gate: FAQ, Germany availability, privacy questions — 2 src1.4 Sam Altman says OpenAI will not go public in 2026, citing AI safety concerns — 5 src1.1 OpenAI contractors review real ChatGPT conversations to rate responses, report says — 2 src1.1 Anthropic data retention policy prompts firms to limit Claude use for sensitive work — 1 src1.1 Study examines issue bias in LLMs used as writing assistants before Swedish 2026 election — 1 src1.1 Study Audits Misalignment in Multi-Modal World Models — 1 src1.1 Retrieval-Grounded Reasoning Approach Proposed for Universal Multimodal Embeddings — 1 src

topic2 events

papersSEP 12 04:00 UTC

Survey Proposes Five Dimensions for Defining AI Agents

A new arXiv survey addresses the lack of a standard definition for the term "agent" in AI research, which the authors say hinders evaluation, comparison, and reproducibility. The paper organizes agenticness along five dimensions and compiles related criteria, metrics, and benchmarks.

agents/research/evaluation/benchmarks

papersSEP 10 04:00 UTC

Benchmarks and Evaluation Protocols Skew Results in Provenance-Based Intrusion Detection

A study examines how the choice of benchmark and evaluation protocol affects reported performance of provenance-based intrusion detection systems, showing that conclusions about detector effectiveness can shift substantially depending on these decisions. The authors caution that favorable results may reflect testing setup rather than true detection capability, and outline practices for more rigorous evaluation.

security/benchmarks/evaluation/intrusion-detection