In this episode of Interlinks, I talk to Pratik Baral who is a Senior Machine Learning Engineer based in the Los Angeles metro area in California and has become somewhat of a regular guest on the Interlinks podcast due to his ongoing work at the cutting edge of AI applications in business. Pratik has accumulated a lot of knowledge and insight into the use cases for Generative AI technologies in real world applications and shares these with me in a wide ranging conversation.

Pratik had just returned to the US from an eight-week sojourn in his home country, Nepal, when we had this conversation and so we spent a couple of minutes at the start chatting about the social and economic environment in that country and it looks to hold its own in a region dominated by the two geopolitical giants of India and China.

We then went on to talk about some AI applications in diagnostics, the concept of making content "Chat-able", search agent displacement and the multi-modal input/output capabilities of the latest iterations of some of the GPT models, the pros and cons of LLM's inherent feature of hallucination, the current relative plateauing of LLM capabilities and the emergence of other AI architectures in the future.

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