article thumbnail

Top 10 Trends for Data in 2024

Tom Tunguz

LLMs Transform the Stack : Large language models transform data in many ways. If you’re curious about the evolution of the LLM stack or the requirements to build a product with LLMs, please see Theory’s series on the topic here called From Model to Machine.

article thumbnail

How Shopify Implements AI Across Sales and Product with Mike Tamir, Head of AI at Shopify, and Rudina Seseri, Managing Partner at Glasswing Ventures

SaaStr

Culture Structure You want a culture of checking results and having metrics to evaluate those results from the LLM or a more traditional model. You want a culture that focuses on your metrics and evaluating what’s important to you. Whatever the metric is, you have to translate that into a concrete metric.

AI Search 201
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Clouded Judgement 11.10.23 - OpenAI Updates + Datadog Gives the All-Clear?

Clouded Judgement

Raw silicon (chips like Nvidia bought in large quantities to build out infra to service upcoming demand). Model providers (OpenAI, Anthropic, etc as companies start building out AI). When they started using large language models from OpenAI, the gross margin on the same product went to -100%!

Cloud 183
article thumbnail

6 Questions Founders Should Ask Themselves to Drive Value from Generative AI with Base10 Partners

SaaStr

The number of patents filed in 2021 in Artificial Intelligence was 30x the number published six years earlier. We’re on the cusp of a golden age in AI, and the lesson learned from Cloud was that Cloud sped up the pace of development by a lot. Thinking back through Cloud and mobile, what can you learn from them?

article thumbnail

Cloud Data Lakes - The Future of Large Scale Data Analysis

Tom Tunguz

This modern architecture for data analysis, operational metrics, and machine learning enables companies to process data in new ways. The conference features talks from practitioners and open-source leaders from the ecosystem from Netflix, Microsoft, Expedia, AWS, and Preset.

article thumbnail

Cloud Data Lakes - The Keystone to the Decade of Data

Tom Tunguz

Cloud Data Lakes are the future of large scale data analysis , and the more than 5000 registrants to the first conference substantiate this massive wave. Mai-Lan Tomsen Bukovec, Global Vice President for AWS Storage will deliver one of the keynotes. This time, the conference will build on the foundation from last year’s event.

article thumbnail

Serverless with AWS Lambda: Reducing metrics reporting lag from hours to seconds at ReSci

ReSci

Author: Avi Sanadhya, ReSci Platform Engineering Team At Retention Science we deliver personalized marketing campaigns powered by machine learning to drive a deeper level of customer engagement. The post Serverless with AWS Lambda: Reducing metrics reporting lag from hours to seconds at ReSci appeared first on ReSci.

AWS 40