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Will ChatGPT Take Over My Job?
Philipp Krenn
@xeraa
@xeraa
https://saucelabs.com/resources/report/developers-behaving-badly
@xeraa
What is (not) good about ChatGPT?
Or LLMs in general
@xeraa
So will it take over my job?
@xeraa
@xeraa
@xeraa
"When summarizing facts, ChatGPT
technology makes things up about 3% of
the time, according to research from a
new start-up. A Google system’s rate
was 27%."
https://www.nytimes.com/2023/11/06/technology/chatbots-hallucination-rates.html
@xeraa
Developer
@xeraa
AI Assistants / Copilots
@xeraa
@xeraa
From Manual Discovery...
@xeraa
...to Statistics & ML and...
@xeraa
...ChatGPT (or other LLMs)
@xeraa
In Your Language
@xeraa
With Function Calling
@xeraa
Custom LLM Endpoint
Cloud or On-Prem
@xeraa
Finally, AIOps?
@xeraa
AIOps == Actionable Insights
@xeraa
Using ChatGPT:
conservative vs exploratory
@xeraa
Who Answers It Better? An In-Depth Analysis of ChatGPT
and Stack Overflow Answers to Software Engineering
Questions
https://arxiv.org/abs/2308.02312
@xeraa
"Our examination revealed that 52% of ChatGPT's answers
contain inaccuracies and 77% are verbose. Nevertheless, users
still prefer ChatGPT's responses 39.34% of the time due to
their comprehensiveness and articulate language style."
@xeraa
Conclusion
@xeraa
Welcome to our new ChatGPT over-ops
@xeraa
Will ChatGPT Take Over My Job?
Philipp Krenn
@xeraa

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OSMC 2023 | Will ChatGPT Take Over My Job? by Philipp Krenn