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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.
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.
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.
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.
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?
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.
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.
As a temporary workaround we can do something like this: SELECT count() FROM rc WHERE (created_utc > ( ( SELECT max(created_utc) FROM rc ) - ((60 * 60) * 24))) AND (subreddit = 'programming') ??count()?? And the results are (here I’m grouping words for each year): For “programming” subreddit: ??year???words????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????
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