Insight certainty 4/5 debate potential 2/5

Goshen: Enterprise customers heavily prioritize LLM portability across multi-cloud environments

Ori Goshen · Beyond ChatGPT: Ori Goshen’s Playbook for Building Neuro-Symbolic LLMs · Sep 20, 2023 · at 24:51

Ori Goshen, Co-CEO of AI21 Labs, shares insights on customer demand for vendor neutrality and multi-cloud deployment optionality.

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“I was surprised how much customers care about having the portability and capability of working with a single vendor that can run under different cloud, but not only cloud, other environments as well.”

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More from Ori Goshen

Assertion Not checkable as stated
Goshen: Scaling LLM size is already showing diminishing returns
“And we're already start seeing diminishing returns. I mean, you take the architecture, you increase the size of the models or, and you see that At these levels of scale where, you know, we are dealing with things, diminishing returns, we start seeing it.”
Ori Goshen Sep 20, 2023 ▶ 17:38 Beyond ChatGPT: Ori Goshen’s Playbook for Building Neuro-Symbolic LLMs
Prediction Not checkable as stated
Goshen: The future of artificial intelligence will be neuro-symbolic
“The future is going to be neuro symbolic.”
Ori Goshen Sep 20, 2023 ▶ 10:10 Beyond ChatGPT: Ori Goshen’s Playbook for Building Neuro-Symbolic LLMs
Prediction Not checkable as stated
Goshen: In two years, focus will shift from LLMs to multi-model AI systems
“In two years from now, I guess we won't be excited and we won't be speaking about large language models. We'll be speaking about AI systems that use maybe several language models and they orchestrate this solution problem solution in such a way that is more re…”
Ori Goshen Sep 20, 2023 ▶ 14:45 Beyond ChatGPT: Ori Goshen’s Playbook for Building Neuro-Symbolic LLMs
Prediction Not checkable as stated
Goshen: Enterprise AI will not be a winner-take-all market
“I don't think it's a winner take all kind of market. And I don't think it's a single approach that will be a winner here.”
Ori Goshen Sep 20, 2023 ▶ 30:14 Beyond ChatGPT: Ori Goshen’s Playbook for Building Neuro-Symbolic LLMs
Insight
Goshen: Deep learning is necessary but not sufficient for reliable AI
“Deep learning is, is amazing. And with that said, it's necessary, but not sufficient component.”
Ori Goshen Sep 20, 2023 ▶ 8:52 Beyond ChatGPT: Ori Goshen’s Playbook for Building Neuro-Symbolic LLMs
Assertion Not checkable as stated
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“95% of the use cases in the enterprise are actually pretty specific.”
Ori Goshen Sep 20, 2023 ▶ 26:43 Beyond ChatGPT: Ori Goshen’s Playbook for Building Neuro-Symbolic LLMs
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