The Future of Testing – A Roundtable Discussion on AI and Automation - PowerPoint PPT Presentation

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The Future of Testing – A Roundtable Discussion on AI and Automation

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Recent advances in artificial intelligence (AI), particularly in generative AI with the release of large language models (LLM) such as OpenAI’s GPT 3.5 and 4.0, Google’s Gemini, and Meta’s Llama in 2023, have had a profound effect on business procedures and practices in several industries, including software development, operation, and quality engineering (QE). – PowerPoint PPT presentation

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Title: The Future of Testing – A Roundtable Discussion on AI and Automation


1
The Future of Testing A Roundtable Discussion
on AI and Automation 
2
The Future of Testing A Roundtable Discussion
on AI and Automation
  • Recent advances in artificial intelligence (AI),
    particularly in generative AI with the release of
    large language models (LLM) such as OpenAIs GPT
    3.5 and 4.0, Googles Gemini, and Metas Llama in
    2023, have had a profound effect on business
    procedures and practices in several industries,
    including software development, operation, and
    quality engineering (QE). 
  • For example, QE engineers utilize ChatGPT and
    other AI-augmented tools to generate test plans,
    use cases, scripts, and data for manual and
    automated testing. At the same time, software
    programmers employ generative AI tools like
    GitHub Copilot to generate code. When integrated
    into QA processes, these technologies can
    significantly increase productivity, improve the
    caliber of work, and quicken software delivery. 
  • Key Findings from the Report 
  • Here are some key findings from the report. 
  • Test Automation is the foremost QE practice, with
    its adoption on the rise. It is deemed the most
    effective, yet lesser-used practices like
    behavior-driven and test-driven development are
    also highly valued for their efficacy. 
  • Test Automation brings high returns on investment
    (ROI), and teams with more experience gain higher
    ROI. Other benefits include higher software
    quality, the ability to test more often and more
    thoroughly, and improved test coverage. 

3
The Future of Testing A Roundtable Discussion
on AI and Automation
  • The top challenges in achieving quality goals are
    the lack of time and skilled resources. Skill
    shortages and frequent requirement changes remain
    the key obstacles in test automation adoption.
  • AI adoption remains low overall, with notably
    lower rates observed among more experienced
    professionals, suggesting a reluctance to embrace
    this technology within this group.
  • AI is used in various QE tasks, focusing on
    generative AI for generating test cases, data,
    and scripts. Despite low AI adoption rates, the
    use of AI for test cases, scripts, and data
    generation is steadily increasing.
  • For more insights, download the report.
  • Interesting right? 
  • Want to know more on this topic
    https//bit.ly/3VceZIW 

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