engblogs

A technical guide on moving from reactive breach response to proactive prevention by integrating User Risk Scoring into adaptive, risk-based ZTNA policies within a SASE framework to automate dynamic access control.

Shifts access from endpoint identity to per-user identity at the network edge by introducing the Gateway Authorization Proxy, which uses signed JWT cookies, PAC hosting, and multiple identity providers to enable clientless, identity-driven policy enforcement for unmanaged devices and virtual desktops.

A practical blueprint for defeating deepfake-enabled insider threats by embedding workforce identity verification into a zero-trust architecture to stop remote IT workers, laptop farms, and AI-assisted impersonation.

Introduces mandatory authentication and Cloudflare's independent MFA to close the boot-to-login gap, enabling continuous posture enforcement from device startup to authenticated access in Cloudflare One.

Duolingo's new mini-units for intermediate learners shorten and focus content, enabling earlier grammar and vocabulary usage through Stories, DuoRadio, and Video Call for more realistic, bite-sized practice.

Google Cloud and DigitalRoute unveil cloud-native data pipelines on GKE to transform chaotic telecom data into AI-ready, high-quality data for autonomous networks, enabling real-time anomaly detection, root-cause analysis, and predictive maintenance.

Scaling the autonomous network with the Autonomous Data Steward and Core Network VoLTE Agent to break data silos, enable cross-domain reasoning, and operationalize AI at scale across RAN and core networks.

How GraphML-powered graph neural networks and real-time digital twins enable autonomous, self-managing telecom networks through Google Cloud and NetAI, showcased by MasOrange's PoC.

Explores how an AI-native core built on Google Kubernetes Engine enables telcos to modernize with cloud-centric and hybrid strategies, delivering CNFs at scale, ultra-low latency, and AI-driven orchestration across on-premises and cloud environments.

MIT researchers combine a tabular foundation model with Bayesian optimization to accelerate high-dimensional engineering design, delivering 10–100x speedups and a reusable, scalable optimization framework.

Explores how explicit reasoning and span-level reinforcement learning, including Chain-of-Thought methods, can improve hallucination span detection in large language and vision-language models.

GA of Azure Databricks Lakebase unifies operational Postgres with lakehouse analytics via a serverless, compute and storage separated architecture, enabling instant cloning, PITR, and unified governance to accelerate real-time apps and AI on Azure.