SecurityTopic

Data Poisoning

Every story we’ve tagged Data Poisoning.

Launches

Cloudflare Details Unified Data Platform Where Billing Workloads Account for 53% of Queries

Cloudflare has introduced Town Lake, a unified data platform that provides a single SQL interface to query across various data systems, with billing workloads accounting for 53% of all platform queries. The platform is built on a lakehouse architecture and features an AI-powered analytics agent called Skipper. Town Lake aims to simplify data discovery and analysis across Cloudflare's global network.

#AI Search #Data Poisoning #Model Serving #Product Launch

InfoQ AI, ML & Data Engineering11 min read14h ago

Safety & Policy

AI’s Volatile Power Use Quietly Tests Grid Limits

The growing power needs of data centers driven by AI are putting pressure on the grid, potentially leading to instability. This issue highlights the need for better management and infrastructure to support the increasing demand. Researchers and operators are exploring solutions to mitigate these challenges.

#AI Pricing #AI Regulation #AI Safety #Data Poisoning

IEEE Spectrum (AI)6 min read17h ago

Research

Using DSPy to evaluate and improve Datasette Agent's SQL system prompts

Simon Willison used DSPy to evaluate and improve Datasette Agent's SQL system prompts, finding potential improvements such as including column names in schema listings. This research aims to enhance the performance of Datasette Agent's read-only SQL question answerer.

#AI Safety #Data Poisoning #Evaluations #LLM Frameworks

Simon Willison4 min read1d ago

Launches

Inside the infrastructure strategies propelling AI leaders

Databricks highlights the importance of AI-ready infrastructure for businesses to accelerate AI adoption and reduce costs. The company offers a solution that enables faster innovation, streamlined data management, and scalable infrastructure.

#AI Pricing #Data Poisoning #Enterprise AI #Model Serving

Databricks Blog4 min read1d ago

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