CloudflareFixing 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.
Google CloudGame 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.
DuolingoHow 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.
DatabricksTransforming 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.
MIT AIImproving 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.
Google CloudCost-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.
Modular AIModular: 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.
PinterestUnified 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.
Apple MLMulti-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.
Apple MLFlow Matching with Semidiscrete Couplings
A semidiscrete optimal transport (SD-OT) approach to flow matching that replaces costly batch OT with a learned dual potential via SGD, enabling efficient SD-FM for training time-dependent velocity fields.
DatabricksLogSentinel: How Databricks uses Databricks for LLM-Powered PII Detection and Governance
LogSentinel is a Databricks-powered, LLM-driven data classification and governance workflow that tracks schema evolution and labeling drift to automatically label PII, trigger remediation tickets, and feed improvements back into the Databricks Data Classification product via MLflow and a Mixture-of-Experts approach.
OpenAIHow Descript enables multilingual video dubbing at scale
Explores how Descript enables scalable multilingual video dubbing, detailing the architecture, tooling, and end-to-end workflows required to deliver synchronized multilingual voiceovers.