engblogs

Using machine learning and single-cell lineage tracing to build predictive models that decode how ecDNA drives tumor evolution and therapy resistance.

Explores Sprites' role as disposable cloud agents, why MCP is controversial, and why the shift to CLI-driven tools and discoverable APIs is shaping safer, scalable agent workflows.

A concise framework for structuring instruction hierarchies to improve guidance, safety, and performance in frontier LLMs.

Explores innovative, technology-enhanced approaches to learning math and science with ChatGPT, enabling personalized and interactive understanding.

Concise briefing on Google's Cloud Threat Horizons report that threat actors are accelerating cloud exploits—shifting focus to third-party software vulnerabilities, abusing Kubernetes and CI/CD pipelines, and highlighting the need for automated defenses and forensic readiness in an AI-enabled era.

Step-by-step guide to fine-tuning a Llama-based LLM with Oumi on EC2, storing artifacts in S3, and deploying via Amazon Bedrock Custom Model Import for scalable, secure production inference.

Technical analysis of rising first-party fraud across account creation, free trials, and refunds, with data-backed insights and Radar-based AI defenses for mitigation.

A technical look at Lambda's GTC 2026 showcase, detailing rack-scale, liquid-cooled AI data centers and the Superintelligence Cloud built for large-scale foundation model training and production inference.

Gemini for Government's Agent Designer on GenAI.mil lets DoD personnel build customized AI agents with a no-/low-code platform to automate unclassified administrative tasks, boost productivity, and apply real-world use cases across the department.

Integrating Mastercard’s RiskRecon attack surface intelligence with Cloudflare enables continuous discovery and remediation of internet-facing shadow domains and unprotected hosts, transforming risk insights into actionable protection via Security Insights and automated controls.

A technical walkthrough of building a proactive Security Overview dashboard that converts noisy threat data into prioritized, context-rich actionable insights through Security Action Items, real-time checkers, and contextual visibility across the stack.

Edge-first security forensics with Cloudflare Log Explorer unifies 14 datasets to reveal 360-degree telemetry and detect multi-vector attacks across HTTP, DNS, network, and Zero Trust events in real time.