engblogs

Apache Spark 4.1's Real-Time Mode rearchitects Structured Streaming from microbatches to non-blocking, concurrent stages, delivering millisecond latency while maintaining high throughput and fault tolerance.

A practical blueprint for de-risking large-scale migrations from legacy VPNs to Cloudflare One by combining Cloudflare's Zero Trust platform with CDW's tiered, risk-aware SASE approach to modernize security without downtime.

Introducing SPEX and ProxySPEX, scalable, sparsity-aware methods for discovering and attributing influential interactions across features, data, and internal model components in LLMs through efficient ablations.

Azure Databricks Serverless Workspaces GA enables near-instant analytics on Azure with no infrastructure setup, serverless compute in a Databricks-managed network, and governance via Unity Catalog.

P-EAGLE accelerates LLM inference by performing parallel speculative decoding in vLLM, generating all K draft tokens in a single forward pass to deliver up to 1.69x speedups over EAGLE-3 on NVIDIA Blackwell GPUs.

A multilingual extension of Reasoning Gym that procedurally generates verifiable reasoning problems across 14 languages, enabling crosslingual data generation and RL-ready evaluation for multilingual reasoning models.

A technical look at secure-by-default Android frameworks and AI-driven codemods that automatically propose, validate, and migrate security patches across millions of lines of code with minimal friction for developers.

Direct IAP integration on Cloud Run enables one-click authentication and optional public access with DRS, simplifying security and reducing operational overhead while preserving enterprise-grade protections.

mAceReason-Math: a high-quality multilingual math problem dataset (14 languages, >10k samples per language) curated for reinforcement learning with verifiable rewards (RLVR) to advance multilingual LLM training and benchmarking.

Announcing a global, peer-powered Chrome Enterprise Community that lets IT and security professionals access official resources, share best practices, and securely manage Chrome Enterprise across Windows, ChromeOS, macOS, and Linux.

Why Codex Security omits a SAST report and what that means for code security analysis and remediation workflows.

A deep learning model named PULSE-HF forecasts which heart-failure patients will experience a decline in left ventricular ejection fraction within the next year from ECG data, guiding follow-up and resource allocation.