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AWS: Model‑agnostic PII detection with LLMs

Amazon Web Services describes a model‑agnostic approach that uses large language models to detect personally identifiable information (PII) without relying on a specific model architecture, aiming to improve cloud data security and compliance.

Amazon Web Services (AWS) · · Details

NVIDIA: robotaxis are physical AI's breakthrough

NVIDIA says the global robotaxi market could reach $400 billion by 2035 with over 6 million commercial vehicles. Scaling fleets requires massive compute; NVIDIA offers an open platform—from DGX training systems to simulation and in-vehicle computing—and says major commercial robotaxi programs use its stack.

NVIDIA Blog · · Details

Skild AI Hits $100M Revenue Run Rate

Robotics-software startup Skild AI reached a $100 million recurring revenue run rate 10 months after starting commercial use, indicating rapid growth and efficient commercialization.

Bloomberg · · Details

Cognition Unveils SWE-2 Coding Model

Cognition launched SWE-2, a coding model scoring 50.0 on FrontierCode 1.1 Main—within one point of Fable 5.1 while 64% cheaper; it was post-trained from the 2.8T-parameter Kimi K3 and uses single-run RL across reasoning levels to improve cost-performance.

Hacker News · · Details

AI agents flood public services with requests

Researcher Chris Schmitz finds AI assistants have driven large increases in public-service submissions across 11 jurisdictions: 84 cases show spikes after ChatGPT, including UK housing complaints rising from 2,600 to ~7,000 and CFPB complaints growing 5x. The trend — dubbed “agentic flooding” — may persist and forces reconsideration of social-service design and policy.

TechCrunch · · Details

AI Is Breaking This Thing We Call Trust

A Hacker News discussion uses the automobile replacing horses analogy to argue AI undermines assumptions about colleagues' understanding of their work, eroding workplace trust during the transition.

Hacker News · · Details

Amazon pilots ads in ChatGPT

Amazon and OpenAI are piloting conversational ads in ChatGPT in the U.S.; inventory is available via Amazon DSP as a managed service with CPC and CPM options, while OpenAI controls delivery. Delta Vacations is among pilot brands. The partnership gives Amazon a bridge into ChatGPT’s ad channel as it scales (Amazon’s ad business neared $70B last year).

Hacker News · · Details