Steven AI Talk

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...

https://openai.com/index/introducing-chatgpt-search/ 🎙️✨ "Ever dreamed of asking the internet *anything* and getting a perfect answer instantly? No scrolling, no long articles—just the facts you need, right away. Well, guess what? We’re closer than ever! 🚀 ChatGPT just got a massive upgrade, and in today’s episode, we’re diving deep into what’s new, how it works, and what it means for all of us....

Ref: https://ai.wharton.upenn.edu/focus-areas/human-technology-interaction/2024-ai-adoption-report/ **📊Generative AI - Beyond the Hype in Business Transformation (2024 Insights)** Dive deep into the 2024 "Navigating Gen AI's Early Years" report from AI at Wharton and GBK Collective, as we unravel the real impact of generative AI in business. Far from just another tech buzzword, generative AI is s...

🎙️AI Generated Podcast on Windows Agent Arena 🛠️Generated by AI ⏰ Premieres Oct 26, 2024 | 16:45 CET 💻Microsoft Research has developed Windows Agent Arena, an open-source benchmark for evaluating and developing AI agents that can operate on Windows computers. This benchmark provides researchers with a standardized environment to test agents' ability to understand, reason, and act on a computer,...