iFeeling Daily
Daily curated AI insights you can't miss.
Benchmarking Frontier ASR on Code-Switched Speech
ElevenLabs Scribe V2, Gemini 3 Flash, and AssemblyAI Universal 3-Pro are top performers for ASR on code-switched speech, with small penalties vs. monolingual baselines.
Interpretability Research at Anthropic: Understanding LLM Internals
The Interpretability team's mission is to discover and understand how large language models work internally, as a foundation for AI safety.
The Minimill of AI: A Local Task Routing System
A laptop handles 78% of AI work locally using a skill-distilled routing agent, achieving a 25% throughput gain and 94% queue age reduction.
Optimize Iceberg and Spark workloads with gcs-analytics-core
gcs-analytics-core is a new open-source Java library that optimizes Iceberg and Spark workloads on GCS, achieving up to 71% scan time improvement in TPC-DS benchmarks.
Building an AI-ready security program for the public sector
Google Public Sector's Field CISO offers a five-domain roadmap for government CISOs to build an AI-ready security program, with immediate quick wins and strategic goals over 6–12 months.
What Would AI Email Cost? A Look at the Numbers
A state-of-the-art AI email agent costs $22–$130/month raw. With margin and discount, list price would be ~$500/year, about 2× Google Enterprise.
Claude Managed Agents adds self-hosted sandboxes and MCP tunnels
Claude Managed Agents now supports self-hosted sandboxes (public beta) and MCP tunnels (research preview) for secure, private agent execution.
Harness, Scaffold, and AI Agent Terms Worth Getting Right
The article grounds key AI agent terms—model, scaffold, harness, agent—that are often mixed up, providing a practical mental model for builders and researchers.
Urban Outfitters Moves Sterling OMS to AlloyDB for PostgreSQL
Urban Outfitters migrated its Sterling OMS from Oracle to AlloyDB, achieving lower TCO and better performance.