AI Builders Week 2 Highlights, Common Prompting Mistakes, AI Grounding, and Foundation Models

ODSC - Open Data Science
4 min readJan 30, 2025

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Next week’s AI Builders Summit theme is AI Builders!

There’s still time to catch today’s AI Agents sessions! You can also sign up for next week’s AI Builders talks and tutorials.

Topics include:

  • Multimodal fine-tuning
  • Implementing AI agents
  • LLM-powered applications
  • Open weights models

Catch today’s AI Agents sessions or sign up for next week’s sessions on AI Builders!

Key Takeaways From Week 2 of the AI Builders Summit — RAG

Week 2 of the AI Builders Summit focused on RAG and included sessions like database patterns, multimodal RAG, and fine-grained authorization. See the full recap here!

What is Grounding in AI and What are the Best Techniques?

AI grounding will ensure that your models will connect their data to your intended real-world context. What are some AI grounding techniques to get you there?

Building AI Applications with Foundation Models: Key Insights from Chip Huyen

Let’s take a deep dive into our recent podcast with Chip Huyen, discussing foundation models, AI engineering, and building real-world applications.

ODSC Highlights

Attend AI Builders and get Over $2000 in Credits to Use!

If you sign up for AI Builders, then you get tons of credits to use to build AI. This includes credits from Confluent, Vespa.ai, Microsoft Azure, Predibase, Union.ai, DataSaur, and Modal!

10 Years of ODSC East: A Journey Through AI, Community, and Innovation

ODSC East is celebrating its 10th anniversary! Here’s a look back on our history, highlighting sessions and our community.

Industry, Opinion, Career Advice

Generative AI and the Indispensable Role of Human Input & Prompt Engineering

This blog explores the limitations of current prompting techniques, highlights the irreplaceable value of human input, and envisions a future of collaborative synergy between humans and AI.

The ODSC East 2025 Preliminary Schedule is LIVE!

Explore the must-attend sessions and cutting-edge tracks designed to equip AI practitioners, data scientists, and engineers with the latest advancements in AI and machine learning.

Register ASAP for 50% off.

Data Science & AI News

Plotly Announces Dash Enterprise 5.6: Build Data Apps Smarter with Plotly AI

Dash Enterprise 5.6 introduces Plotly AI, enabling natural language data analysis and visualization with auto-generated Python code

ByteDance, DeepSeek Fuel Chinese AI Reasoning Push, Challenging OpenAI

ByteDance and Chinese AI startup DeepSeek are intensifying competition in AI reasoning with new model releases that aim to rival industry leader OpenAI.

Meta Platforms to Invest $65 Billion in AI Infrastructure Amid Growing Competition

Meta has unveiled plans to allocate up to $65 billion in 2025 to expand its AI infrastructure according to Mark Zuckerberg.

Perplexity AI Introduces Assistant for Multi-App Integration and Task Automation

AI startup Perplexity AI has unveiled a new feature within its Android app: an AI-powered assistant designed to perform multi-app tasks and streamline daily activities.

China’s DeepSeek Triggers Global AI Stock Sell-Off

Investors across global markets rushed to exit AI-linked stocks on Monday after the debut of DeepSeek, a Chinese AI startup.

OpenAI Launches ChatGPT Gov Amid DeepSeek Disruption in AI Landscape

With DeepSeek’s release, OpenAI has unveiled a new product, ChatGPT Gov, designed specifically for government agencies.

New Podcast Episode — Mitigating AI Risk in Practice with Guardrails AI with Shreya Rajpal

In this conversation, Shreya reflects on her journey from AI research to startups and self-driving cars, emphasizing the growing importance of AI safety. We discuss the open-source Guardrails AI and how you can use it to safeguard your AI apps.

Spotify | Apple | SoundCloud

Video of the Week: RAG Pipelines Letting You Down? Fitch Group’s Solution for Financial Documents

In this insightful talk, Pablo Vega-Behar, Head of AI Implementation at Fitch Group, unveils advanced strategies for handling high-similarity, frequently updated document sets in financial services.

Upcoming Webinars, Meetups, and Ai+ Live Training Sessions

ODSC & ArentFox Schiff Meetup in Washington, DC

Wednesday, February 12th, 6:00 PM — 8:00 PM ET

​Join ODSC and ArentFox Schiff’s Michael Fainberg, Dan Jasnow, and Matthew Berlin for a deep dive into the intersection of AI and intellectual property law. ​This in-person meetup offers a unique opportunity to engage directly with leading experts and peers in a dynamic setting.

Crunching Your Data In-Place With Open-Source LLMs

Wednesday, February 19th, 12:00 PM ET

In this webinar, we will demonstrate how to use the latest and greatest in LLMs directly on data with Bacalhau — an open-source distributed workload orchestrator that can push LLMs to where your data lies, rather than moving your data to 3rd-party AI services.

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ODSC - Open Data Science
ODSC - Open Data Science

Written by ODSC - Open Data Science

Our passion is bringing thousands of the best and brightest data scientists together under one roof for an incredible learning and networking experience.

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