Edo Liberty: Solving ChatGPT Hallucinations With Vector Embeddings
Eye On A.I.30 Maalis 2023

Edo Liberty: Solving ChatGPT Hallucinations With Vector Embeddings

Welcome to the latest episode of our podcast featuring Edo Liberty, an AI expert and former creator of SageMaker at Amazon's AI labs. In this episode, Edo discusses how his team at Pinecone.io is tackling the problem of hallucinations in large language models like ChatGPT.

Edo's approach involves using vector embeddings to create a long-term memory database for large language models. By converting authoritative and trusted information into vectors, and loading them into the database, the system provides a reliable source of information for large language models to draw from, reducing the likelihood of inaccurate responses.

Throughout the episode, Edo explains the technical details of his approach and shares some of the potential applications for this technology, including AI systems that rely on language processing.

Edo also discusses the future of AI and how this technology could revolutionise the way we interact with computers and machines. With his insights and expertise in the field, this episode is a must-listen for anyone interested in the latest developments in AI and language processing.

We have a new sponsor this week: NetSuite by Oracle, a cloud-based enterprise resource planning software to help businesses of any size manage their financials, operations, and customer relationships in a single platform. They've just rolled out a terrific offer: you can defer payments for a full NetSuite implementation for six months. That's no payment and no interest for six months, and you can take advantage of this special financing offer today at netsuite.com/EYEONAI

Craig Smith Twitter: https://twitter.com/craigss
Eye on A.I. Twitter: https://twitter.com/EyeOn_AI

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(353)

Every Enterprise Is About to Have a 100,000 Agent Problem | Oren Michaels of Barndoor AI

Every Enterprise Is About to Have a 100,000 Agent Problem | Oren Michaels of Barndoor AI

AI agents can now connect to every tool your employees use. The problem is that connecting them and trusting them are two completely different things, and most enterprises have figured out the first w...

6 Kesä 59min

More Customers Chose the AI Agent Than Anyone Expected | Tom Chen, Aircall

More Customers Chose the AI Agent Than Anyone Expected | Tom Chen, Aircall

Every time you hit a phone tree or a chatbot with canned answers, you're experiencing the gap between what AI can already do and what most companies are still delivering. Craig Smith sits down with To...

4 Kesä 56min

Why the Future of AI Isn't Just Bigger Models. It's Models That Evolve | Risto Miikkulainen of Cognizant

Why the Future of AI Isn't Just Bigger Models. It's Models That Evolve | Risto Miikkulainen of Cognizant

Most AI systems follow a gradient, a mathematical slope that tells them exactly how to improve, step by step, toward a known goal. Neuroevolution doesn't follow any gradient. Instead, it runs hundreds...

2 Kesä 1h 4min

How AI Is Reinventing Elder Care | Chia-Lin Simmons of LogicMark

How AI Is Reinventing Elder Care | Chia-Lin Simmons of LogicMark

One in four people over 65 will experience a fall, and for most of them, the technology designed to help is a device that hasn't meaningfully changed since the 1980s. Chia-Lin Simmons, CEO of LogicMar...

1 Kesä 53min

The App of the Future Is Voice — Not a Screen. Mitel's CTO Luiz Domingos Explains Why.

The App of the Future Is Voice — Not a Screen. Mitel's CTO Luiz Domingos Explains Why.

Luiz Domingos has spent 25 years watching enterprise communications evolve, from IP telephony to cloud to AI, and his assessment of where things stand now is unusually concrete. Companies have moved p...

28 Touko 54min

Is ChatGPT Conscious? A Pioneer of AI Explains | Dr. Terry Sejnowski

Is ChatGPT Conscious? A Pioneer of AI Explains | Dr. Terry Sejnowski

A fly with 100,000 neurons can fly, find food, and reproduce. A $100 million supercomputer cannot. Dr. Terry Sejnowski used that observation to silence a room full of MIT AI researchers in the 1980s, ...

28 Touko 56min

Your Child's Data Profile Starts Before They're Born | Eamonn Maguire of Proton

Your Child's Data Profile Starts Before They're Born | Eamonn Maguire of Proton

Your child's data profile doesn't start when they get their first phone. It starts before they're born, the moment a parent emails a gynecologist or visits a fertility clinic website. That's the core ...

28 Touko 55min

Training AI Models Without a Billion-Dollar Data Center | Steffen Cruz of Macrocosmos

Training AI Models Without a Billion-Dollar Data Center | Steffen Cruz of Macrocosmos

Training a frontier AI model today requires hundreds of thousands of GPUs, months of compute time, and a budget that only a handful of companies on earth can afford. Steffen Cruz, co-founder and CTO o...

25 Touko 47min