Steven AI Talk

Experimental Economics_ Game Theory, Trust, and Decision Making

Game Theory_ Strategic Decisions, Equilibria, and Experimental Data

Beyond Homo Economicus_ Social Preferences and Game Theory

Risk, Time Preferences, and Experimental Methodology

Experimental Economics_ Design, Validity, and Types

Behavioral Economics_ Heuristics, Prospect Theory, and the Endowment Effect

Experimental and Behavioral Economics_ An Introduction

AI generated podcast Ref: NASA-Examining Proposed Uses of LLMs to Produce or Assess Assurance Arguments

hallucination and rag - debate version podcast

hallucination and rag - executive version podcast

hallucination and rag - summary version podcast

AI generated podcast: International AI Safety Report

AI generated podcast: Transfusion A Multi Modal Generative Model

AI generated conversation discussing EU compass, new initiative to boost competitiveness and innovation of EU.

### AI Safety - "AirBench 2024: The Future of Responsible AI 🚦🤖" **"How Safe is AI? Deep Dive into AirBench 2024 🚦🤖"** --- #### **Video Description**: 🌍 **Welcome to the future of AI safety!** In this episode, we take an in-depth look at **AirBench 2024**, a groundbreaking benchmark that evaluates AI models based on real-world **risk categories**, laws, and corporate policies. Discover: - How...

### AI generated podcast: 🎥 Unlocking the Power of Kolmogorov-Arnold Networks (CANs) 🌟 | Neural Networks Deep Dive ### Video Description: 🌟 **Welcome to our latest deep dive!** 🌟 In this episode, we explore the fascinating world of **Kolmogorov-Arnold Networks (CANs)**—a groundbreaking neural network architecture. From their unique use of splines to their efficiency, interpretability, and spec...

Join us for a deep dive into Executive Order 14110, signed by President Biden, aimed at ensuring the safe, secure, and ethical development of AI in the United States. We explore the eight guiding principles from Safety and Security to Global Leadership, and discuss the challenges and potential of AI, from critical infrastructure to job impacts and data privacy. Learn how this executive order plans...

In this episode, we explore the EU's progressive stance on AI regulation, emphasizing human-centric principles that balance innovation with ethical safeguards. From data protection to high-risk AI classification and strict rules on transparency, the EU’s framework is designed to make AI development safer and more accountable. We discuss AI sandboxes, general-purpose AI regulations, and how the EU...

In this deep dive, we explore a recent Harvard Business School study on the impact of GitHub Co-Pilot, an AI tool, on software developers' work. Learn how AI tools can boost productivity, encourage autonomy, foster exploration, and even enhance earning potential by promoting higher-paying skill sets. We'll discuss how AI can empower less-experienced developers, create a more inclusive tech industr...

In today’s episode, we dive into the ongoing debate around Retrieval-Augmented Generation (RAG) versus long context language models. As some believe bigger models with extensive memory will render RAG obsolete, we explore new research that argues for the continued importance of smart retrieval methods, like Order-Preserving RAG (OP-RAG). Discover how information retrieval, the 'Goldilocks zone,' a...

In this episode, we dive deep into the concept of Retrieval-Augmented Generation (RAG) and how it empowers large language models (LLMs) to go beyond basic Q&A. Discover how LLMs can access and use real-time information to analyze financial data, assist in medical diagnoses, and aid legal professionals. We'll break down the four levels of RAG queries and the techniques researchers use to improv...

Ref: arXiv:2401.11817v1 [cs. CL] 22 Jan 2024 Hallucination is Inevitable: An Innate Limitation of Large Language Models 🚨 **Can AI Ever Stop Making Stuff Up? Exploring the Limits of Large Language Models!** 🚨 Hey, Deep Divers! 🌊 Today, we’re tackling one of the most pressing questions in AI: Can large language models (LLMs) like ChatGPT *ever* truly stop hallucinating? 🤔 This groundbreaking pa...

Ref: arXiv:2410.13961v1 [cs. CL] 17 Oct 2024 From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization --- 🚀 **How Reliable Are AI Summaries? Exploring the Strange World of AI Hallucinations!** 🤖📄 Welcome back, Deep Divers! 🌊 In this episode, we’re tackling an intriguing (and slightly unnerving) issue in AI: how language models like ChatGPT sometimes *make things up* while sum...

Ref: https://doi.org/10.1038/s41586-024-08025-4 --- 🔍 **Can You Tell If Text is Written by AI? Let’s Dive Into AI Watermarking!** 🔍 Hey, Deep Divers! 🌊 Today, we’re tackling a hot topic—how to tell if text was written by a human or an AI, and it's not as easy as it sounds! With AI like ChatGPT getting eerily good at mimicking human creativity, distinguishing between human and machine-generated...

https://githubnext.com/projects/github-spark "Hey everyone! 👋 Welcome back! Today, we’re diving into something that might just *change* how we think about apps. 🚀 GitHub Spark—imagine creating software as easily as writing a to-do list! 📋 No coding skills needed—just ideas and creativity. 🧠✨ From personalized learning aids 📝 to custom news feeds 📲 or even that game your six-year-old came up...