Technology
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AI’s role in the future of work
The key insights from this article are that the future of work will involve a heavy dose of AI, and companies need to cultivate an AI-ready workforce. AI can be viewed as an ally that augments human potential. Companies should leverage AI to identify emerging skills gaps, build talent transformation programs, and personalize employee engagement.… Continue reading
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The role of AI in digital transformation.
The key insights from this article are that artificial intelligence (AI) is playing a significant role in enterprise digital transformation by revolutionizing operations, improving customer experiences, and unlocking growth opportunities. AI-powered automation can streamline processes and improve efficiency, while data-driven insights enable informed decision-making. AI also enables personalized customer experiences and enhances security and risk… Continue reading
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Large language models struggle with generating clean code
The article discusses a study on the reliability and robustness of code generated by large language models (LLMs) for Java coding questions. The study evaluated four code-capable LLMs, including GPT-3.5 and GPT-4 from OpenAI, and found that they exhibited high rates of API misuse. The study also highlighted the importance of assessing code reliability beyond… Continue reading
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Using Generative AI and Automation for improvement
The key insights from this article are that OpenAI has released fine-tuning for the ChatGPT 3.5 Turbo model, which allows for customization to specific tasks and improves durability and reliability of the output. Fine-tuning also enables the shortening of prompts, saving time and cutting costs. The article provides a step-by-step guide on how to fine-tune… Continue reading
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Insights into ChatGPT’s Versatility
The key insights from these article sections are: – OpenAI has made changes to large language models (LLMs) like GPT3 to make them more responsive to human interaction, allowing them to be used as powerful, general-purpose information-processing tools. – These changes enable AI models like GPT3.5 and GPT4 to be used in a programming manner,… Continue reading
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Maximizing Generative AI Potential
“The answer is to extend and customize a model to make it smart about your own business. While hosted models like ChatGPT have gotten most of the attention, there is a long and growing list of LLMs that enterprises can download, customize, and use behind the firewall — including open-source models like StarCoder from Hugging… Continue reading
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Mastering Tools like Make and Zapier
This should really mention that tools like Make and Zapier are critical to making all this work. “That jargon translates to giving businesses the ability to free themselves from a monolithic architecture to create tech stacks, applications, and services that are specifically designed to their needs. It vastly reduces costs, speeds up development, and is… Continue reading
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The Power of Composable Architecture
“Composable architecture I would be the first to admit that ‘composable architecture’ does not sound as exciting as XR but it is arguably much more important. Indeed, without composable architecture many of the most exciting XR opportunities can not be realised. If you’re unfamiliar with the term it is, in a nutshell, combining API-first microservices… Continue reading
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AI revolution will reshape job market, economy
The key insights from this article are that the rise of artificial intelligence (AI) will have a significant impact on the job market and the global economy. It is estimated that over 300 million jobs worldwide could be disrupted by AI, and at least 12 million Americans will change to another field of work by… Continue reading
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The impact of AI on the workforce.
The key insights from this article are: 1. The share of global English-language job postings mentioning GPT or ChatGPT has increased 21 times since November 2022. 2. The share of AI skilled LinkedIn members has increased 9 times from January 2016 to June 2023 across the 25 countries analyzed. 3. The skills required for many… Continue reading
About Me
Digital transformation, including agile and devops, across many industries, most recently in higher education. Designed and built the Emory faculty information system. Working in continuing education to improve and expand career-focused learning, esp. in workforce development. Expanding the role of innovation and entrepreneurship. Designed, built, and launched the Emory Center for Innovation.
Favorite sites
- Daring Fireball
Favorite podcasts
- Manager Tools