Brendan Tierney (@brendan-tierney.bsky.social)

The State of GenAI in 2025 - WWC25 Keynote - Alejandro Saucedo Support @_wearedevs and join the next conference: https://www.wearedevelopers.com/world-congress ! Talk description: The growth of GenAI & Machine Learning has brought new emerging challenges; in this talk we dive into the state of GenAI & ML in the ecosystem, where we provide an overview of trends, challenges, opportunities and tooling that the ecosystem is standardizing towards. As part of this session, we will provide a snapshot of the current state of the ecosystem, as uncovered by recent surveys, which highlights the gaps in tooling and skills [1]. We will then cover the best practices and tooling that are arising from production use-cases of LLMOps/MLOps at scale to tackle domain-specific challenges such as agentic-workflows, AI guardrails, efficiency requirements - between others. These include the OSS frameworks [2] that are supporting the end-to-end LLMOps / MLOps lifecycle across pipelining, optimization, productionisation, monitoring/observability and ML safety. [1] https://ethical.institute/state-of-ml... [2] https://bit.ly/ml-list Original video (unlisted): https://www.youtube.com/watch?v=nwlipTwGLAM https://youtu.be/v2LENQOG-Xg?feature=shared