engblogs

Explains how Agentforce leverages AI-driven intent extraction from free-form conversations and a unified Data 360 Personalization pipeline to deliver real-time, context-aware, scalable recommendations through a hybrid machine learning architecture.

A technical case study on how Zenken uses ChatGPT Enterprise to empower a lean sales team through AI-powered outreach, knowledge management, and scalable workflow automation.

Security-focused guide to implementing Amazon Bedrock cross-Region inference (geographic and global) with IAM/SCP controls, encryption, and data residency considerations for scalable, high-throughput generative AI.

A technical walkthrough of turning billions of product assets into instant shopping collections using multimodal AI.

2025 AI wrapped distills how reasoning-oriented models, massive context windows, and multimodal capabilities propelled production AI, achieved open-source parity, and shifted from training to inference within evolving infrastructure and agentic workflows.

Open Sourcing Dicer: Databricks’ auto-sharder is a dynamic, in-memory shard management control plane that continuously rebalance assignments to keep distributed services low-latency, highly available, and efficient across workloads.

Explores enabling gRPC as a native transport for the Model Context Protocol (MCP) to boost performance, security, and developer productivity, comparing it with transcoding gateways and outlining pluggable transport support via the MCP SDK.

A technical overview of Veo 3.1's approach to video production, emphasizing improved consistency, creativity, and control through modular features.

A technical analysis of Iran's January 2026 Internet shutdown, tracing IPv6 address-space collapse, HTTP/3 and QUIC traffic declines, and disruptions across major providers via Cloudflare Radar data.

An in-depth look at Google Public Sector’s finding that nearly 90% of federal agencies are using AI, the security and skills barriers to adoption, and how Gemini for Government and OneGov initiatives aim to accelerate AI-driven transformation across the federal landscape.

Zero-GPU-experience journey to beat a CUDA NF4 dequantization benchmark in Mojo using AI-assisted design, packed 32-bit stores, and occupancy tuning to scale across GPUs.

Systematic evaluation of over-searching in search-augmented LLMs, revealing when external search improves accuracy versus abstention failures, introducing Tokens Per Correctness (TPC), examining multi-turn dynamics and noisy retrieval, and outlining mitigation strategies together with the OverSearchQA benchmark.