Those who master the orchestration of agentic systems will define the next generation of data architecture. ACM encourages its members to take a direct hand in shaping the future of the association.

What may emerge are distinct liability modes, where certain models operate with stricter guardrails to qualify for lower ...

This includes having proper validation checks in place that fail the pipelines before data is dropped into the tables that the dashboards consume for any reporting needs. This essentially shifts the ...

I recently observed a pilot experiment where a multi-agent swarm was tasked with decomposing a monolithic legacy database into a refined star-schema architecture. In under a minute, the system hadn’t ...

The applications and systems that software developers use on a daily basis are evolving as AI quickly becomes integrated into workflows. At the same time, the number of AI-native apps optimized for ...

As large language models (LLMs) gain momentum worldwide, there’s a growing need for reliable ways to measure their performance. Benchmarks that evaluate LLM outputs allow developers to track ...

Such fears occasionally push major stock indexes down. A Bank of America survey from November revealed concerns about companies “overinvesting,” with 45% of investors saying they view an AI bubble as ...

Traditional machine learning emphasized predictive accuracy. Generative systems required attention to hallucination mitigation and grounding. Agentic systems shift the challenge again. They do not ...

Container instances. Calling docker run on an OCI image results in the allocation of system resources to create a ...

Mike Kappes, co-founder and CSO of NEXT Semiconductor Technologies, called these investments a “fractional backup” to Taiwanese production. He said TSMC’s current capability in Taiwan is the result of ...

Examining the difficulties in training LLMs to handle contemporary creative writing styles. Julia Cameron, a renowned ...

(More broadly, the military use of AI needs to be a granular question. We might find, for example, that AI helps with ...