As the product owner and the proud brain-father of the internally built Generative AI (GenAI) Gateway, I am inundated with undue enthusiasms and unrealistic expectations for large language models(LLM) from all directions at the same and all times. I found
Semantic layer for AI/ML
In business intelligence (BI) and data analytics, the semantic layer has been a game changer in driving BI and data analytics with intuitive and commonly defined metrics. The same opportunity exists for a semantic layer in the parallel universe of AI/ML.
Rapid Code Appification Framework
(Last updated: 09/27/2022 | PERSONAL OPINION) When I worked as an intern in GE R&D center more than two decades ago, my boss was a Paris 6 (Pierre and Marie Curie University) trained mathematician specialized in infinite-dimensional partial differential equations.
Machine Decisioning
I hereby solemnly declare the field of Machine Decisioning (MD) to counter our industry’s single-minded fixation on Machine “Learning” (ML). We have been exploiting one trick (neural net) for long, time to explore: the new, the old, the unhyped… To
Automation
Sketch… | Personal Opinion This piece is a sketch of ideas to be completed later (or never : ). Automation is the sibling of digitization. With the recent great resignation and labor shortages, it’s opportune for us to reflect on
Governance 2.0
(Sketch… | PERSONAL OPINION) This piece is a sketch of ideas to be completed later (or never : ) . From both regulatory pressures (GDPR, HIPPA, CCPA, LGPD…) and the ever-increasing sizes of different elephants in the room (lake, warehouses,
Cloud Native DnA for the Digital Enterprise
(Last updated: 10/17/2021 | PERSONAL OPINION) Since I left SAS Institute, an analytical software vendor, I have worked in two analytics heavy shops, both in process of digitizing their services and viewing data, analytics and AI/ML (DnA) as the core
Interchangeable DnA
Last updated 4/12/2020 | Personal Opinion Wouldn’t it be nice if I could swap my DNA with Einstein’s back at school and Jeff Bezos’s now at work? No, I’m not talking about that DNA, I’m talking about Data and Analytics,
APIs: History, Ways and Means
Last updated 3/22/2020 | Personal Opinion You know a technology is popular when US government writes it in a bill. APIs are such technology mandated in the 21st Century Cures Act, which aims to reduce healthcare cost by exchanging and
CX
CX Mindmap Survey