I am a technology journalist with three decades of press experience. Primarily I work as a news analysis writer dedicated to a software application development ‘beat’. I have spent much of the last twenty years focusing on open source, analytics & data science, cloud computing, mobile devices & data management.
Estoril Open de Portugal The Oitavos Dunes Golf Course on April 5, 2008 in Cascais, Portugal. AI is a rabbit warren. In order to build the complex software architectures that underpin artificial intelligence and machine learning functions, we need a huge amount of different elements.
Ultimately says Pinting - inside the AI stack – organizations need continuity and sustainability but enough diversity for everything to flourish. To assess the impact of any geological or human-made event inside this complex system of tunnels, firms need to look at the whole ecosystem of AI to get a 360-degree view of the tech stack.
JFrog’s Guy Levi, VP and lead architect in CTO Office agrees with much of what Ponting has said, but he seeks to look further down the rabbit warren into the finer details of the AI mechanics at work here.“There are some similarities between AI software development and a rabbit warren. Everything starts with binary dependencies and the development frameworks, packages, base models and base containers inside any given software system.
“The open source community is like the sun, it provides the energy and talent to keep existing dependencies alive as well as developing new software. This means open source code is popular for AI developers and it often underpins the foundation of any AI model, so companies also need the tools to check and know the code they are using is safe to consume,” said Levi.
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