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InfoQ - AI/ML/Data

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  • Meta Extends Confidential Computing to AI Glasses with Private Processing

    Meta has extended Private Processing to AI glasses, using confidential VMs, trusted execution environments, remote attestation, anonymous credentials, OHTTP routing, and TEE-based storage to process AI workloads and persistent user context in the cloud. By Leela Kumili

    InfoQ - AI/ML/Data3 min read
  • Production Patterns for Agents, Evals, and LLM Costs: QCon AI New York 2026

    Once AI is in production, code arrives faster than it can be reviewed, token costs rise, evals have to be good enough to act on, and agents need permissions and guardrails. QCon AI New York 2026 (December 15-16) has confirmed sessions from engineers sharing how they handle these constraints.

    InfoQ - AI/ML/Data4 min read
  • Presentation: You Can't Trust Your AI Bill. And Neither Can I

    Erik Peterson discusses why AI spend is eclipsing cloud bills, triggering a major software engineering cost crisis. He explains tokenmaxxing, unit economics, forced developer promotions, and why fully autonomous AI will write, deploy, and govern code by 2028. By Erik Peterson

    InfoQ - AI/ML/Data33 min read
  • Github Migrates Copilot Runtime to Rust with AI-Assisted Rewrite

    GitHub migrated more than 800,000 lines of Copilot runtime code from TypeScript and Node.js to Rust in about 14.5 weeks using AI-assisted development. The incremental migration used N-API interoperability, automated testing, human review, and 128 pull requests while continuing to ship releases.

    InfoQ - AI/ML/Data3 min read
  • Presentation: Multi-Agent Patterns from Spotify’s AI Powered Advertising Platform

    Pratik Rasam discusses how Spotify Ads Manager runs production-grade multi-agent systems at scale using Google ADK Java. He shares key architectural patterns, domain ownership models, deterministic guardrails, and tracing-based evaluation strategies, detailing hard-learned lessons on drawing agent…

    InfoQ - AI/ML/Data32 min read
  • Cloudflare Open Sources Decision Models for AI Agents

    During its recent “Birthday Week”, Cloudflare announced Clef, a set of open-weight AI models designed to choose between predefined options rather than generate text. Cloudflare released 9B- and 27B-parameter models, along with a platform for adapting them to specific decision-making tasks.

    InfoQ - AI/ML/Data4 min read
  • AI in Production: What Breaks, What Works, and Who Approves It?

    On October 14, InfoQ hosts a free 60-minute panel with five practitioners on running AI in production. They'll discuss agent autonomy and human approval, how to verify AI-generated changes, sensitive-data exposure, and production RAG. Registrants can submit questions and will receive the recording.

    InfoQ - AI/ML/Data4 min read
  • Article: Building a Session-Ordered Kafka Pipeline in Go

    The article describes a custom implementation that provides a session-level ordering on top of Apache Kafka partitions, supporting strict message ordering across 1000s of independent channels.

    InfoQ - AI/ML/Data12 min read
  • Cloudflare Uses an AI Harness to Probe and Harden Its WAF

    Cloudflare placed frontier AI models inside a controlled testing harness to probe its Web Application Firewall (WAF), using blocked attacks as starting points for models to generate and refine new variations. By Matt Foster

    InfoQ - AI/ML/Data3 min read

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