engblogs

summaries of the latest blog articles from your favorite tech companies.
MetaMeta

How Advanced Browsing Protection Works in Messenger

Technical overview of Messenger's Advanced Browsing Protection (ABP) showing how privacy is preserved while detecting malicious links in end-to-end encrypted chats, via PIR-based URL matching, OPRF, ORAM (Path ORAM), and OHTTP.

3/9/2026
CloudflareCloudflare

Complexity is a choice. SASE migrations shouldn’t take years.

A concise blueprint showing that complexity in SASE migrations is a choice, detailing how Cloudflare One enables rapid, programmable zero-trust deployments from 18-month timelines to six weeks via identity-first on-ramps, consolidated policy engines, and cloud-native connectors, with a focus on safe AI.

3/9/2026
CloudflareCloudflare

Active defense: introducing a stateful vulnerability scanner for APIs

Cloudflare launches a stateful, AI-assisted API vulnerability scanner that actively hunts authorization flaws like BOLA at the edge, using OpenAPI-driven scan planning and DAST-style testing integrated with API Shield for proactive API security.

3/9/2026
CloudflareCloudflare

Fixing request smuggling vulnerabilities in Pingora OSS deployments

How Pingora 0.8.0 patches HTTP/1.x request smuggling vulnerabilities (CVE-2026-2833/2835/2836) with RFC-compliance hardening and upgrade guidance for standalone deployments.

3/9/2026
Google CloudGoogle Cloud

Game on with Spanner: How Playstation achieves global scale with 91% less storage, 50% lower costs

Case study of Sony's Entitlements migration to Google Cloud Spanner delivering global-scale, zero-downtime operations with a single source of truth, TrueTime-driven consistency, and major storage and cost reductions.

3/9/2026
DuolingoDuolingo

How I spent my 2-month paid sabbatical

Case study on planning and executing a two-month paid sabbatical to balance deep exploration with professional momentum, drawn from Peru and New Zealand adventures.

3/9/2026
DatabricksDatabricks

Transforming Healthcare Referrals with Fivetran, Agentic AI, and Databricks Genie

Unifies fragmented healthcare data with Fivetran, Databricks Genie, and Agentic AI to optimize referrals, enable HIPAA-compliant AI agents, and empower clinicians with natural-language insights and end-to-end data activation.

3/9/2026
MIT AIMIT AI

Improving AI models’ ability to explain their predictions

A method to convert pretrained computer vision models into explainable systems by extracting task-specific concepts from the model with a sparse autoencoder and a multimodal LLM, enabling concept bottleneck predictions that improve accuracy and produce clearer human-readable explanations.

3/9/2026
Google CloudGoogle Cloud

Cost-Effective AI with Ollama, GKE GPU Sharing, and vCluster

Shows how to achieve cost-effective AI workloads by combining GKE Autopilot GPU time-sharing, vCluster-based multi-tenant isolation, and Ollama deployment across isolated virtual clusters.

3/6/2026
Modular AIModular AI

Modular: Modverse #53: Community Builds, Research Milestones, and a Growing Ecosystem

Modular, community-driven update on research milestones and a growing Modverse ecosystem, highlighting easy MAX installs for local GenAI deployment and access to 500+ optimized models.

3/6/2026
PinterestPinterest

Unified Context-Intent Embeddings for Scalable Text-to-SQL

A unified embedding framework that combines context and user intent to enable scalable Text-to-SQL conversion.

3/6/2026
Apple MLApple ML

Multi-Frequency Fusion for Robust Video Face Forgery Detection

A lightweight two-branch fusion of handcrafted cues—Wavelet-Denoised Feature with phase-only SPSL or Local Binary Patterns—built on an Xception baseline, boosts robustness in video face forgery detection with higher AUC and a smaller model footprint.

3/6/2026