engblogs

Deploy a production-grade, personalized event assistant at scale using Amazon Bedrock AgentCore and Knowledge Bases, leveraging memory, identity security, and serverless runtimes to deliver context-aware guidance for thousands of conference attendees.

A.R.I.S. uses a YOLOx-based deep-learning classifier to identify metals, plastics, and circuit boards in real-time, delivering a low-cost portable e-waste sorter that boosts material recovery with high precision and sortation purity.

A concise technical overview of approaches to detect, deter, and disrupt malicious AI usage in 2026.

An AI-driven multimodal framework that disentangles shared versus modality-specific information across cell measurements to reveal a holistic view of the cell state and its implications for disease.

Dissects UNC2814's GRIDTIDE backdoor, which covertly used Google Sheets as a C2 channel to spy on telecoms and governments worldwide, and outlines GTIG/Mandiant disruption, IOC releases, and defense lessons.

Practical, end-to-end guidance for shipping AI agents from concept to production, covering architecture, memory and context engineering, testing and evaluation, deployment, and interoperability protocols like MCP and A2A.

Adaptive data governance enables EU financial institutions to absorb shifting regulations, align AI accountability and data controls, and turn compliance into a durable, platform-driven competitive advantage.

An exploration of securing maritime cyber-physical systems through AI-driven threat modeling, physics-based vessel forecasting, and cross-sector policy collaboration.

An analysis of the text-speech understanding gap in LLMs, presenting SALAD (Sample-efficient Alignment with Learning through Active selection and cross-modal Distillation) as a data-efficient cross-modal distillation approach to improve alignment between speech and text in 3B/7B LLMs, with implications for multimodal decoding and streaming TTS as seen in Visatronic and SpeakStream.

Explores how to productionize AI-powered data pipelines with Databricks Lakeflow and Agent Bricks, integrating AI functions into ETL, orchestration, and scalable analytics.

depyf demystifies the PyTorch 2.x compiler by decompiling bytecode back into source code and exposing in-memory objects to on-disk sources for line-by-line debugging with a lightweight two-context-manager workflow.

An examination of Arvind KC's appointment as Chief People Officer and its implications for HR technology adoption, people analytics, and data-driven talent strategy.