Tag: AI software development
Growth in Machine Learning Leading to Demand for Automated ML
By John P. Desmond, AI Trends Editor
Machine learning has been used successfully in many disciplines that increasingly depend on it. However, the success relies...
AI is Changing the Pattern for How Software is Developed
By AI Trends Staff
Software developers are using AI to help write and review code, detect bugs, test software and optimize development projects. This assistance...
AI Bouncing Off the Walls as Growing Models Max Out Hardware
By John P. Desmond, AI Trends Editor
Has AI hit the wall? Recent evidence suggests it might be the case.
At the recent NeurIPS event in...
Programmers of the Future Will Collect, Clean and Manipulate the Data...
By AI Trends Staff
Now machine learning is seen as the new way forward in software development. It is seen as potentially able to take...
Bias and Fairness: Striking a Balance
By AI Trends Staff
AI relies on large datasets to train machine learning models, and those datasets can be highly skewed in characteristics of race,...
AI on the Edge Evolving Rapidly with Specialized Chips
By AI Trends Staff
Edge computing brings computation and data storage closer to where it is needed, to improve response times and save bandwidth. Now...
OpenAI: Choosing Between Global Development of AI, and Fear of Losing...
By Konrad Budek and Arkadiusz Nowaczynski of deepsense.ai
Earlier this year, deepsense.ai highlighted AI morality and transparency as one of 2019’s dominant AI trends. Incidents...
AI Still Far Away from Mission-Critical Role, DoD’s Porter Says
Dr. Lisa Porter, Deputy Under Secretary of Defense for Research and Engineering, had a lot of good things to say about the promise of...
OECD Releases Guidelines for Development of Trustworthy AI, Joining the Pack
Australia is among 42 countries that in late May signed up to a new set of policy guidelines for the development of artificial intelligence...
The Machine Learning Life Cycle – 5 Challenges for DevOps
By Diego Oppenheimer
Machine learning is fundamentally different from traditional software development applications and requires its own, unique process: the ML development life cycle.
More and...