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5.0 Anthropic CEO Amodei calls for slower AI development and shared safety rules — 11 src2.7 Agility Robotics unveils Digit 5 humanoid for warehouses and factories — 2 src2.5 Apple ships rebuilt Siri with Google Gemini, but not in the EU — 2 src2.2 Siri AI in macOS 27 Golden Gate: FAQ, Germany availability, privacy questions — 2 src1.8 Sam Altman says OpenAI will not go public in 2026, citing AI safety concerns — 5 src1.4 OpenAI contractors review real ChatGPT conversations to rate responses, report says — 2 src1.4 Anthropic data retention policy prompts firms to limit Claude use for sensitive work — 1 src1.4 VoiceCodeBench arXiv paper proposes benchmark for exact structured-token recovery in speech recognition — 1 src1.4 Arabic-Russian Parallel Corpus and LLM Benchmark for Scientific Text — 1 src1.4 Study Analyzes Self-Reported Limitations in NLP Research — 1 src5.0 Anthropic CEO Amodei calls for slower AI development and shared safety rules — 11 src2.7 Agility Robotics unveils Digit 5 humanoid for warehouses and factories — 2 src2.5 Apple ships rebuilt Siri with Google Gemini, but not in the EU — 2 src2.2 Siri AI in macOS 27 Golden Gate: FAQ, Germany availability, privacy questions — 2 src1.8 Sam Altman says OpenAI will not go public in 2026, citing AI safety concerns — 5 src1.4 OpenAI contractors review real ChatGPT conversations to rate responses, report says — 2 src1.4 Anthropic data retention policy prompts firms to limit Claude use for sensitive work — 1 src1.4 VoiceCodeBench arXiv paper proposes benchmark for exact structured-token recovery in speech recognition — 1 src1.4 Arabic-Russian Parallel Corpus and LLM Benchmark for Scientific Text — 1 src1.4 Study Analyzes Self-Reported Limitations in NLP Research — 1 src
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AI transparency

topic4 events
papersTODAY 04:00 UTC

Paper Proposes Auditable Method for Verifying Deletion of Stored Facts in AI Models

The paper installs a support-vector gate inside a frozen Gemma 3 model and records which stored keys and values correspond to each exchange, allowing a deletion request to be traced to specific memory entries. It argues that an assistant can stop repeating a fact without actually removing it, so the work separates genuine deletion from mere output suppression. The authors present this as a step toward deletion requests that can be audited rather than taken on trust.

machine-unlearning/safety/memory/gemma
papersTODAY 04:00 UTC

THEMIS Workflow Records Requirement-to-Repair Traces for LLM Program Repair

A new arXiv paper introduces THEMIS, a staged workflow for repairing code in repositories using large language models. The system publishes observable traces that document how issue requirements are turned into edits, along with evidence collected after those edits. The authors argue such inspectable records are needed alongside correct patches for repository-level repair.

llm/code-repair/agents/research
papersSEP 12 15:15 UTC

Chain-of-thought reasoning: from Google research to closing AI transparency

Chain-of-thought prompting, formalized by Google researchers in 2022, pushed models to work through problems step by step and changed how AI systems tackle reasoning tasks. The technique is now built natively into OpenAI's models, but the visibility it once offered into a model's internal steps is narrowing. That shift raises concerns about how developers and regulators can audit increasingly capable systems.

chain-of-thought/interpretability/safety/openai