Super Data Science: ML & AI Podcast with Jon Krohn

768: Is Claude 3 Better than GPT-4?

Mar 22, 2024

ML expert Jon Krohn tests Anthropic's Claude 3 model family, comparing it to GPT-4 and Gemini 1.0 Ultra. Highlights Opus model's power and potential, importance of trying models with own benchmarks. Discussion on language model testing, need for improved evaluation strategies.

12:55

Episode guests

Jon Krohn

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Episode notes

Podcast summary created with Snipd AI

Quick takeaways

Claude 3 Opus outperforms GPT-4 and Gemini 1.0 Ultra in certain scenarios.

Anecdotal testing shows potential AI safety concerns with models like Claude 3 recognizing test situations.

Deep dives

Anthropic's New Model Family: Cloud3

Anthropic recently introduced the Claude3 model family consisting of the Haiku, Sonnet, and Opus models. Haiku is the fastest and most cost-effective to run, Sonnet is a mid-tier model comparable to GPT 3.5, and Opus, the most powerful amongst Anthropic's models, outperforms benchmarks like GPT-4 and Gemini 1.0 Ultra in various tests.

Comparison Analysis of Claude 3 with GPT-4 and Gemini 1.0 Ultra

10min

Observation during testing of language models and the need for improved testing methods

3min

Claude 3, LLMs and testing ML performance: Jon Krohn tests out Anthropic’s new model family, Claude 3, which includes the Haiku, Sonnet and Opus models (written in order of their performance power, from least to greatest). Can it stand shoulder to shoulder with other models such as GPT-4 and Gemini 1.0 Ultra? And how important is it for machine learning practitioners to try out these models with their own benchmarks? Jon walks listeners through a test of his own in this Five-Minute Friday.

Additional materials: www.superdatascience.com/768

Interested in sponsoring a SuperDataScience Podcast episode? Visit passionfroot.me/superdatascience for sponsorship information.

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