Home » Uncategorized

DSC Weekly 22 March 2023 – GPT-4: Chatbots and Data Prep Ain’t What They Used To Be

  • Scott Thompson 

Announcements

  • The importance of effective strategic partnerships is at an all-time high. For technology companies to stay competitive and accelerate customer-focused innovation faster today, they must have a clear vision for growing their partner ecosystems. And to deliver success they need superlative collaboration both with their partners and amongst the diverse teams required within any single organization. Join us for the Partner Marketing Visionaries ™ Summit, a two-day virtual event that will explore key areas within strategic partnerships. Together, partner marketing leaders from across the globe will share insights, learnings and tactics you can use to point the way towards new levels of partner marketing success in your own practice.
  • Securing endpoints is an increasingly complex undertaking as workforces grow more disparate and user devices become more diverse. It’s time to rethink your endpoint security strategies and technology to keep up with unprecedented change. Tune into the Evolution of Endpoint Security summit to hear leading experts discuss advanced and emerging endpoint security technology as well as helpful best practices for managing the chaotic endpoint environment many companies will contend with in 2023.

Chatbot chat AI concept, artificial intelligence Businessman usi

GPT-4: Chatbots and Data Prep Ain’t What They Used To Be

With the recent launch of OpenAI’s GPT-4, Google Bard and Anthropic’s Claude, reporters on the AI beat this week got to compare and contrast three prominent large language model (LLM) chatbot approaches. Their initial conclusion seems to be that all three have comparable issues, but that Bard and Claude are struggling the most. GPT-4 at this point seems to give users more of what they’re looking for.

While reporters have seemed to focus on the ability of GPT-4 to pass exams like the LSAT, others are exploring more practical use cases. Consider the savvy users (whether individuals or companies) who’ve had years now to acquaint themselves with LLMs in general. 

Former Data Science Central community editor Kurt Cagle, for instance, has homed in on ChatGPT’s utility in knowledge graph data prep, such as for creating RDF triples in Turtle, or generating tables of specific periodic table elements according to a particular schema. Or prepping the markdown input for a diagramming tool such as Mermaid to accelerate the illustration generation process.

I’m amazed by the steady productivity and sheer competence of founder Sal Khan and how he’s led the evolution of the nonprofit Khan Academy over the past 15 years. When Microsoft first announced GPT-4, Khan was announcing the incorporation of GPT-4 into its interactive tutoring environment. You can find my take on what Khan’s been doing and how Khan Academy Built Guardrails Around GPT-4. The main question: Are they enough?

I’ve had mixed feelings about generative AI and continue to believe that GPTx is only one hand clapping when it comes to many tasks. But it’s encouraging to see how well thoughtful humans are adapting and finding creative uses for these tools.


Alan Morrison
Contributor

Contact The DSC Team if you are interested in contributing.


DSC Featured Articles


Picture of the Week

DSC Weekly 22 March 2023 – GPT-4: Chatbots and Data Prep Ain’t What They Used To Be