iFeeling Daily
Daily curated AI insights you can't miss.
Every Future Product Will Be a Living System: Ronak Malde on Continual Learning
Ronak Malde, CEO of Trajectory.ai, argues that static AI models are insufficient for enterprise use cases like legal or finance—every future product must be a living system that learns continuously. He details how they achieve this with concurrent training jobs, Self-Distillation Policy Optimization, and open-sourced infrastructure.
PP-OCRv6: Lightweight, Multilingual OCR from 1.5M to 34.5M Parameters
PP-OCRv6 is a practical, tiered OCR model family from 1.5M to 34.5M parameters that improves detection and recognition accuracy over its predecessor while supporting 50 languages in a single architecture. It's worth reading if you need a lightweight, deployable OCR pipeline that integrates with Paddle Inference, Transformers, or ONNX Runtime backends.
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.
Claude Code artifacts turn terminal sessions into live, shareable pages
Claude Code now captures session output—incident timelines, PR walkthroughs, dependency audits—as live, shareable web pages that update in place as your session progresses. No more screen-sharing agent output; teammates open the same link and see the same evolving context.
New credit usage analytics and spend controls for ChatGPT Enterprise
OpenAI introduces credit usage analytics and updated spend controls for ChatGPT Enterprise, giving admins a unified view of ChatGPT and Codex consumption plus flexible limits at the workspace, group, and individual level. The Cost API also enables deeper integration with existing financial systems.
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.
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.
Google’s Brazos: Rack-Mounted Liquid Cooling for Air-Cooled Data Centers
Google's Brazos is a rack-mounted, closed-loop liquid-to-air cooling system that lets you deploy high-density liquid-cooled equipment in existing air-cooled data centers without facility-wide retrofits. It supports 60 kW per rack, uses DI water or PG25, and will be open-sourced through the Open Compute Project — a practical path for operators to cool next-gen AI chips.