engblogs

A data-driven analysis of the 2025-26 Duolingo Language Challenge reveals how politicians and academics use gamified language learning to drive cross-sector engagement, collaboration, and cultural understanding.

A two-step VLM-guided planning method that uses SimVLM to describe and simulate a scene and GenVLM to generate PDDL files, translating visual inputs into formal planning for robust, long-horizon tasks.

How Vega-Lite, Unity Catalog Functions, and the Model Context Protocol empower a Supervisor Agent to generate portable, governance-friendly visualizations that render across platforms like Microsoft Teams in multi-agent workflows.

Explores Joseph Paradiso’s cross-disciplinary work in wireless wearable sensing at the MIT Media Lab, showing how multimodal, real-time sensing bridges arts, medicine, and ecology to augment human expression, athletic insight, wildlife monitoring, and environmental understanding.

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.