iFeeling Daily
Daily curated AI insights you can't miss.
Patch the Planet: OpenAI and Trail of Bits’ Initiative to Secure Open Source
Patch the Planet combines frontier AI models like GPT-5.5-Cyber with dedicated security engineers to find, validate, and patch vulnerabilities in open-source software. It addresses the maintainer burden by filtering false positives and developing patches, turning AI's speed into tangible security improvements for projects like cURL, Python, and the Linux kernel.
The AI Frontier: from FLOPs to Megawatts — Anjney Midha, AMP
Anjney Midha argues the AI race is shifting from buying more GPUs to building a compute grid that makes FLOPs flow like megawatts, modeled on independent system operators rather than hyperscaler monopolies.
Improving Ray Serve LLM on GKE: 5x Throughput, 8x Latency
If you've ever struggled with the performance tax of using Ray Serve for LLM inference on Kubernetes, this article details three concrete architectural fixes—HAProxy integration, direct token streaming, and a v2 vLLM executor—that deliver up to 5x higher throughput and 8x lower latency on GKE, closing the gap with native vLLM without sacrificing developer experience.
Choice, Compliance, and Collaboration: Europe’s Path to Open Digital Sovereignty
Google argues that Europe's Tech Sovereignty Package risks market isolation by imposing rigid geographic criteria for sovereign cloud certification, while offering a path forward through 'Made with Europe' partnerships, open-source contributions, and technical controls like Cloud External Key Manager.
Google Cloud Network Insights: Active monitoring for cross-cloud visibility
Google Cloud has launched Cloud Network Insights in partnership with Broadcom AppNeta, a native observability tool that uses active synthetic probing to monitor network performance and digital experience across multi-cloud and hybrid environments. It integrates directly with Cloud Monitoring and Gemini Cloud Assist, helping teams pinpoint bottlenecks rapidly.
Chinese Threat Actor UNC6508 Targets Medical REDCap Servers for Espionage
A sophisticated PRC-linked espionage campaign compromised medical research REDCap servers for over a year, using a custom malware called INFINITERED to harvest credentials and then abusing enterprise email compliance rules for silent data exfiltration. A detailed breakdown of the attack chain, malware mechanics, and defensive takeaways for any organization running shared research platforms.
Why Self-Driving Labs Are the Real Bottleneck in AI for Science
Joseph Krause makes a compelling case that the bottleneck in materials science isn't ideas — it's experiments. His self-driving lab has produced 1,200 alloys in six months, nearly 10x the pace of the best prior DARPA program, and the key insight is that the moat is the lab and the data, not the model.
Build and Deploy a Remote MCP Server to GKE in 30 Minutes
This guide walks through deploying a remote MCP server on GKE Autopilot using Streamable HTTP, FastMCP, and the Kubernetes Gateway API with SSL. It's a practical pattern for teams needing centralized, scalable context servers for AI agents.
From Hugging Face Hub to Robot Hardware with Strands Agents and LeRobot
Strands Robots unifies the LeRobot stack into a single agent loop, letting you record, simulate, train, and deploy on hardware with no format conversion. The dataset format stays the same from MuJoCo to physical SO-101, making sim-to-real seamless.