PhD-Level AI Agents, Exponential Moving Averages, Optimizing RAG Pipelines in Finance, and Debugging AI with LangSmith

ODSC - Open Data Science
4 min readFeb 13, 2025

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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 by ASAP for 40% off!

Exponential Moving Averages at Scale: Building Smart Time-Decay Systems

In this post, we’ll explore how exponential moving averages can be retooled to create intelligent time-decay systems.

PhD-Level AI Agents: The Next Frontier and its Impact

This article explores the current state of PhD-level AI agent development, its impact on the labor market, and what we should expect as these agents integrate further into society.

Key Takeaways From Week 4 of the AI Builders Summit — Building AI

We wrapped up the final week of the month-long AI Builders Summit! Last week, we covered big topics in building AI like self-hosting, building agents, and fun use-cases.

Optimizing RAG Pipelines in Financial Services: Advanced Strategies from Fitch Group

This blog explores strategies for RAG pipelines, including custom chunking techniques, hybrid retrieval methods, and robust development frameworks designed for seamless collaboration between data scientists and machine learning engineers.

Unlocking the Black Box: Using LangSmith to Understand and Debug Your AI Agents

LangSmith provides the ability to monitor, trace, and debug your AI agents, offering a clear view of their behavior and helping you resolve issues effectively.

ODSC Highlights

Announcing the First Speakers & Updates for the ODSC East 2025 Gen AiX Summit

Featuring two days of talks and panels from world-class industry and AI experts, the Gen AiX Summit as part of ODSC East 2025 will explore best practices for harnessing the power and potential of Generative AI. Check out our first-announced speakers and updates here!

ODSC East 2025: A Sneak Peek at the Schedule

Can’t wait to see what’s in store for ODSC East 2025? Let’s dive into the schedule and key events that will shape this year’s conference.

Date Change: ODSC & ArentFox Schiff Meetup in Washington, DC

New date: Wednesday, February 26th, 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.

Industry, Opinion, Career Advice

Can AI Improve Supply Chain Transparency?

Supply chain transparency enables organizations to see, track, and share information about every step in a product’s journey, and AI is changing how companies achieve this level of visibility and efficiency.

Master AI with Hands-on Training at ODSC East

From cutting-edge tools like GPT-4, LLAMA 3, and LangChain to essential frameworks like TensorFlow and pandas, you’ll gain hands-on experience with the technologies shaping the future of AI.

Register now for 40% off.

Data Science & AI News

Hacker Group Warns AI Security Needs an Overhaul

A leading hacker collective is calling for a complete rework of AI security practices, arguing that current strategies are failing to address critical vulnerabilities.

UK and US Decline to Sign Global AI Agreement at Paris Summit

The United Kingdom and the United States have opted not to sign an international AI agreement at a global summit in Paris.

Anthropic’s Economic Index Reveals How AI is Shaping the Workplace

Anthropic’s Economic Index sheds light on AI’s role as a collaborator rather than an autonomous tool, providing unprecedented insight into real-world AI adoption.

U.S. Lawmakers Propose Criminalizing Use of Chinese AI Model DeepSeek

A newly proposed bill in the U.S. Senate aims to make it illegal for Americans to download or use DeepSeek, providing a large fine as well.

Elon Musk’s AI Plan for Government Efficiency Sparks Transparency Concerns

Elon Musk and the newly established DOGE are pushing to integrate AI to reduce waste and fraud in federal operations.

Google Expands Gemini 2.0 AI Models With New Releases and Enhanced Capabilities

Google has officially expanded its Gemini 2.0 lineup, making several AI models available to developers and users worldwide.

Google Reverses Stance on AI for Military and Surveillance Use

Google has quietly revised its AI Principles, removing a longstanding pledge not to develop AI for weapons and surveillance applications.

New Podcast Episode — Beyond Transformers: The Next Wave of AI Architectures and LLM Engineering with Maxime Labonne

In this episode, we sit down with Maxime Labonne of Liquid AI to explore the evolving landscape of LLM engineering, Liquid AI, next-generation foundation models, automated benchmarking, model optimization, and the shift beyond Transformer architectures.

Spotify | Apple | SoundCloud

Video of the Week: Lessons Learned Applying Large Language Models in Healthcare

How are large language models revolutionizing healthcare and life sciences? In this insightful talk, David Talby, PhD, CTO at John Snow Labs, shares real-world lessons from applying AI to medical NLP, compliance, and data-driven decision-making.

Upcoming Webinars, Meetups, and Ai+ Live Training Sessions

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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