enterprise

Scaling MLOps for the enterprise with multi-tenant systems

Within the context of MLOps, the advantages of using a multi-tenant system are manifold. Machine learning engineers, data scientists, analysts, modelers, and other practitioners contributing to MLOps processes often have to perform similar...

Why Trust and Safety in Enterprise AI Is (Relatively) Easy Thanks for reading! How a couple of YouTube course? Liked the writer? Connect with Cassie Kozyrkov

Why traditional AI has the reliability advantage over generative AIIn Part 1 of this series, I said something that I’d thought I’d never say: once we’re coping with typical enterprise-scale AI systems, trust and...

From Data Lakes to Data Mesh: A Guide to the Latest Enterprise Data Architecture 1. A Temporary History of Data Lakes 2. The Data Lake Monster 3....

Problem 3 — Fence-throwingDehghani calls the third and final mode of failure , which I prefer to think as leading to unproductiveOur hyper-specialised big data lake engineers working in the info lake are organisationally-siloed...

Why Trust and Safety in Enterprise AI Is (Relatively) Easy Thanks for reading! How a few YouTube course? Liked the creator? Connect with Cassie Kozyrkov

Why traditional AI has the reliability advantage over generative AIIn Part 1 of this series, I said something that I’d thought I’d never say: after we’re coping with typical enterprise-scale AI systems, trust and...

Applying LLMs to Enterprise Data: Concepts, Concerns, and Hot-Takes 4 Concepts Three Concerns Two Hot-Takes Footnotes

Ask GPT-4 to prove there are infinite prime numbers — while rhyming — and it delivers. But ask it how your team performed vs plan last quarter, and it can fail miserably. This illustrates...

From Data Warehouses and Lakes to Data Mesh: A Guide to Enterprise Data Architecture 1. Data is the Lifeblood of Digital 2. Operational (and Transactional) Data 3....

Understand how data works at large firmsLike Forrest Gump discovered, life ain’t that straightforward.Through trial and failure — I learnt first-hand that there are such a lot of skills that determine your impact as...

Generative AI within the Enterprise: Not Just Fancy Copywriting! Enter the GPT Frenzy White Collar use cases for Generative AI Funding Landscape Some findings? Conclusions Appendix/Notes/Disclaimers

High funding, high competition, limited potential.High competition and high potential. Limited potential, less competition. High potential, less competition.(Customer) support augmentation and co-pilot tools are amongst probably the most funded categories, relative to their...

Allgunyz supplies enterprise ‘AliGPT’ to Daou Technology

Allganise (CEO Lee Chang-soo), which focuses on natural language cognitive search, announced on the twenty eighth that it can introduce enterprise artificial intelligence (AI) chatbot 'AliGPT' to the all-in-one business platform 'Dow Office' operated...

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