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Christian Force

AI Alchemist

Chris Force is the Co-Founder and Head of AI at Assure IQ. He is recognized for his unique blend of deep technical expertise and a strong understanding of customer needs, complemented by excellent communication skills and an approachable personality. His professional background emphasizes a commitment to leveraging artificial intelligence to enhance business solutions.

He is based in Seattle, Washington, and has a notable presence on LinkedIn, where he connects with a wide network of professionals in the industry.12

Highlights

Aug 12 · linkedin

I'm loving the introduction of Structured Outputs (https://lnkd.in/eFaK22Uy) into OpenAI's API. We've been doing a lot of work with hybrid pipelines: some LLMs steps, and some human steps -- so a lot of our handoffs happen in JSON, not in plain text. We had to build our own schema validation layer early in development, so this addition saves a bunch of work and maintenance headache.

At the same time, we haven't updated any of our pipelines to use this feature -- not yet. Why not? In the past 6 months, the best-performing LLM for our use case has changed monthly, with the mantle passing back and forth between OpenAI, Anthropic, Mistral, and Llama as they release their latest models. I haven't seen any signs of this slowing, not yet.

OpenAI has been a leader at adding development-friendly features to their API -- and this is a very smart play for them. They've got the budget to layer quality-of-life improvements around their core LLM offering and draw more developers to their platform.

But we're still early enough in the cycle that any application built on top of them will want to be able to toggle frequently, to stay on the model that best supports its use case. While the breakneck pace of LLM releases continues, think carefully about your flexibility <> maintainability tradeoff!

Mar 6 · linkedin

Just tested out Claude 3 as an alternative to GPT 4 for my AI ecommerce writer, and it definitely made things interesting! Check out my experience and comparison between Claude 3 and GPT 4 in the link below. #AIwriting #ecommerce #Claude3 #GPT4

https://lnkd.in/eUp2BfDv

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Location

Hawthorne, New York, United States