Transforming Information Into Knowledge
Transforming Information Into Knowledge
Observability and monitoring is the most cited challenge when moving ML models into production. The Institute for Ethical AI & Machine Learning conducted a survey on the state of production ML in the fourth quarter of 2024. The other key takeaway is that custom-built tools […]
Professional developers’ adoption of AI tools in the development process has risen rapidly, going from 44% in 2023 to 62% in 2024.
Among the whopping survey respondents who are using or planning to use LLMs, only 27% actually expect a commercial version to be used in production. Almost half (47%) of those with no plans to use a commercial LLM cited a desire not to share proprietary information with vendors. In comparison, only 17% said the reason is because commercial LLMs are too expensive to scale.
Infrastructure code needs the same best practices used with application code, but as Dawn Foster told TNS readers, buggy software is foiling dreams of infrastructure-as-code. A recent survey by Justin Garrison, a systems engineer at Walt Disney Animation Studios, sheds light on how often continuous delivery and unit testing […]