iFeeling Daily
Daily curated AI insights you can't miss.
Accelerating Text-to-Video Generation with Calibrated Sparse Attention
CalibAtt is a training-free method that accelerates video diffusion via sparse attention, achieving 1.58× speedup on Wan 2.1 and Mochi 1 with quality preserved.
Grabette: Open System for Recording Robot Manipulation Data by Hand
Grabette is an open, low-cost handheld system for recording robot manipulation data by hand, turning demonstrations into standard LeRobot datasets without requiring a robot.
Google 研发高效 AI 芯片 Frozen v2，计划 2028 年让 Gemini 效率提升 6-10 倍
Google 正在秘密研发代号 Frozen v2 的新一代 AI 推理芯片，目标 2028 年发布，效率相比现有方案提升 6 到 10 倍。这对于关注 AI 基础设施成本和摆脱 Nvidia 依赖的工程师来说，是需要提前关注的关键动向。
NVIDIA Cosmos 3 Edge: A Compact World Model for On-Device Physical AI
NVIDIA’s Cosmos 3 Edge is a compact 4-billion-parameter world model designed to run on memory-constrained edge devices, unifying vision understanding, reasoning, and robot action generation into a single on-device model.
Bridge SQL and Python with BigQuery using %%bqsql Magic
This article shows how to seamlessly chain SQL and Python in a single notebook using BigQuery DataFrames' %%bqsql magic, eliminating the need to manually move data between environments. It's a practical guide for building hybrid pipelines that leverage SQL for heavy transformations and Python for visualization, all without leaving your notebook.
CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning
CLaRa introduces continuous latent reasoning for retrieval-augmented generation, unifying compression and generation with end-to-end optimization. It achieves state-of-the-art performance at 16x compression, offering a more efficient alternative to standard RAG by aligning retrieval relevance with answer quality.
AlloyDB AI: Solving CJK Full-Text Search with In-Database Gemini Segmentation
AlloyDB AI uses Gemini models to segment Chinese/Japanese/Korean text directly in the database, solving the whitespace problem for full-text search. Combined with RUM indexes and ScaNN vector search, it provides hybrid search without external pipelines or data movement.
Audit and Govern Gemini Enterprise at Scale with BigQuery
This article explains how to build a scalable observability pipeline by routing Gemini Enterprise telemetry into BigQuery, enabling IT, data, and security teams to audit grounding queries, profile adoption by department, and combine conversational logs with HR datasets to calculate real employee hours saved.
Securing Exposed Cloud Functions: Attack Scenarios and Hardening Guidance
Mandiant's analysis of exposed Cloud Run services reveals common vulnerabilities like LFI and command injection, and provides practical hardening steps including Cloud Armor WAF rules, least-privilege IAM, and project segregation to prevent full environment compromise.