Remove Healthcare Remove Programming Remove Tuning
article thumbnail

Unbundling the Graph in GraphRAG

O'Reilly

Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost. People who work in regulated environments (think: public sector, finance, healthcare, etc.) The haphazard results may be entertaining, although not quite based in fact. at Facebook—both from 2020.

article thumbnail

Software engineering for machine learning: a case study

The Morning Paper

Respondents were well spread across data and applied science (42%), software engineering (32%), program management (17%), research (7%) and other (1%). ML-centric software also sees frequent revisions initiated by model changes, parameter tuning, and data updates, the combination of which can have a significant impact on system performance.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Generative AI in the Enterprise

O'Reilly

And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. AI users say that AI programming (66%) and data analysis (59%) are the most needed skills. Many AI adopters are still in the early stages.

article thumbnail

DevOps Enterprise Summit, Europe 2021: Leadership and OKRs

Tasktop

Dr. Chris Strear shared a remarkable story about applying the theory of constraints in healthcare. Citing the Navy’s “leadership factory”, he encouraged attendees to focus on tuning a system for building leaders, to give them the responsibility and ownership to hone their skills and come back “stronger” from missions.

DevOps 91
article thumbnail

What Is Hyperautomation?

O'Reilly

We’ll see it in healthcare. Selenium , the first tool for automated browser testing (2004), could be programmed to find fields on a web page, click on them or insert text, click “submit,” scrape the resulting web page, and collect results. Is special-purpose training to fine-tune a model’s behavior an option?

Games 141
article thumbnail

Organise your engineering teams around the work by reteaming

Abhishek Tiwari

Over specialisation is considered good in industries such as healthcare and aviation but in software engineering over specialisation can be a blocker. Unlike healthcare and aviation where practices don't change over the decades, software technology is changing every day. Secondly, fine-tune team composition based on work.

article thumbnail

Will AWS Have Anything New To Say About Sustainability at re:Invent 2024?

Adrian Cockcroft

Erin Petrey, Sustainability Program Manager, Amazon Web Services SUS103-R | How climate tech startups build on AWS to address climate change [REPEAT] The world is racing to get to net-zero carbon emissions by 2050 to mitigate global warming. Raman Pujani, Solutions Architect, AWS NOTE: This is an interesting new topic.

AWS 98