What podcasts say about Zach Hudson
Every statement, with the speaker, the exact quote and the moment it was said.
What Zach Hudson has said on podcasts
14 statements · 11 positive · 3 negative
LLMs tend toward average, probable outputs rather than personally appropriate results.
“LLMs are not good at this. They regress to the mean and they find the most probable thing.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 0:00
Neurosymbolic models can improve trust when users need insight into model reasoning.
“That's where neurosymbolic models can really shine.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 0:11
Ontology currently outperforms some major search companies by 2.5 times.
“The performance of it is already 2.5x greater than some of the largest search companies in the world.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 0:19
Ontology updates its model with new information in real time.
“It's literally updating in real time.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 0:27
Ontology’s training cost is one-thousandth that of an average US frontier-model training run.
“It's 1/1,000th the cost of an average Frontier training run in the US this week.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 0:29
Ontology can search across multiple product categories and objects simultaneously.
“Ontology can do multi category, multi object searches.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 4:09
Ontology exposes the reasons behind search results instead of operating as a typical black box.
“I can look down into the model, it's not a black box like a typical LLM and see why these results came back.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 4:19
Ontology can personalize its search index based on an individual user’s preferences.
“it can start to update itself to where the search index reflects the things that you really enjoy in a very different way.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 8:17
Ontology is on track to process hundreds of millions of searches within the next year.
“We're on track for hundreds of millions of searches over the next year”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 8:55
Learning one ecommerce category improves Ontology’s understanding of subsequent categories.
“as it learns about one category, it makes the next category smarter.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 11:06
Neurosymbolic models are suited to applications requiring low hallucination and inspectable reasoning.
“when you need to remove hallucination and you need trust, you need to be able to see inside the model. That's where neurosymbolic models can really shine.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 12:28
Neurosymbolic models are more efficient than alternatives for certain ecommerce tasks.
“And neurosymbolic models are quite a lot more efficient at certain tasks. Like the E Commerce.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 13:09
Ecommerce AI products need built-in user-generated content for training and recommendations.
“If you don't build content into your product, if you don't build user generated content into your product, you have nothing to train on or give these recommendations.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 22:59
LLMs layered over ecommerce data frequently return hallucinated, irrelevant products.
“We put LLMs on top of e commerce data and it would hallucinate, hallucinate all the time and come back with products that were completely irrelevant.”
Open the episode · Neurosymbolic AI outperforms chatbots and product search | E2327Listen at 25:28
Statements are attributed to the speaker as said on the episode and reflect their view at the time, not PodLume's. They are not advice.