AI production

3 items

ARTICLEDEV.to AI·15d ago

AWS Summit Hamburg 2026: The Year Agentic AI Went from Hype to Production

The AWS Summit Hamburg 2026 signaled a significant shift in AI, with agentic AI moving from hype to production across major companies. Event talks focused on real-world results and existing infrastructure rather than just future roadmaps. A core change is the autonomous agent orchestration, where the model decides which capabilities to invoke, simplifying development.

orchestration AI adoption Agentic AI AWS Summit

ARTICLEDEV.to AI·7d ago

How a Scanned PDF Broke My Invoice Agent in Production

An AI invoice extraction agent failed in production, misinterpreting amounts and dates from scanned PDFs. The agent exhibited high confidence despite degraded input, revealing a critical robustness issue in a real-world setting.

model robustness invoice automation OCR Data Quality

RESEARCHTogether AI Blog·5/4/2026

Foundational research powering efficient inference at scale

The content discusses the shift in AI from research to production, highlighting the challenge for AI teams in efficiently, reliably, and scalably running models.

Scalability model deployment AI inference AI production