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Steven AI Talk(English)

Steven

Steven AI Talk

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00:17:33

AI Agent Simulation of Human Behavior

Steven AI Talk(English) ·

2025/10/26

This presentation transcript from a Stanford Global Alumni Webinar details the emerging frontier of AI agent simulation designed to replicate and predict complex human behavior. The speaker argues that traditional decision-making often relies on incomplete data, leading to bad outcomes, and proposes that creating generative AI agents that act as digital twins of people can serve as a "what-if machine" to test strategies before deployment. The overview explains the architecture required for

00:06:47

One Kronos Rewriting Wall Street

Steven AI Talk(English) ·

2025/10/26

The source provides excerpts from a video transcript featuring the founders of One Kronos, Kelly Little Page and Steven Johnson, a relatively new stock exchange that now handles a significant percentage of all daily US equity trades due to its innovative approach. The discussion focuses on the company's origin, detailing how the founders, who met in middle school, combined insights from auction theory and experience in quant finance to address inefficiencies in traditional capital markets, which

00:06:49

ARC Prize: Defining and Measuring General Intelligence

Steven AI Talk(English) ·

2025/10/26

The transcript features a fireside chat with Francois Chollet and Mike Knoop discussing the ARC Prize benchmark, particularly the new V3 version, which aims to drive progress toward Artificial General Intelligence (AGI). The speakers clarify that solving ARC V3 is not a sufficient condition for achieving AGI, but rather measures "micro-AGI" properties like interactive learning, goal discovery, and temporal planning, albeit on a very small scale. They assert that current Large Language

00:14:27

ARC Prize: Defining and Measuring General Intelligence

Steven AI Talk(English) ·

2025/10/26

00:08:54

Agent AI: IT Anomaly Detection and Resolution

Steven AI Talk(English) ·

2025/10/26

The video from IBM Technology explores how agentic AI can significantly improve anomaly detection and resolution in IT systems. It highlights the challenges of traditional methods, where human engineers face sleep inertia and must manually sift through massive volumes of telemetry data, often leading to hallucinations if raw data is fed directly into large language models (LLMs). The video emphasizes the importance of context curation using topology-aware correlation to strategically provide only

00:05:05

Vision Language Models When AI Learns to See

Steven AI Talk(English) ·

2025/10/25

The provided source introduces Vision Language Models (VLMs), explaining how they overcome the limitations of traditional Large Language Models (LLMs) by enabling the processing of both text and images. VLMs are multimodal, allowing them to interpret visual data such as photographs, graphs, and handwritten notes, converting them into a format that LLMs can understand. The process involves a vision encoder transforming images into feature vectors, which are then mapped into image tokens by a

00:07:42

AI_s_Next_Unicorns__The_Problems_Worth_Solving

Steven AI Talk(English) ·

2025/10/25

The sources showcase several innovative AI startups, each addressing unique challenges and opportunities in the rapidly evolving technology landscape. Korea AI focuses on managing the immense volume of AI-generated creative content, offering tools to navigate the "traffic" of a million daily images and personalized content. OpenHome aims to revolutionize smart speakers by enabling natural, intuitive conversations with AI and fostering a robust developer ecosystem for customized voice

00:05:46

The Infisical Story

Steven AI Talk(English) ·

2025/10/25

The source provides a transcript from a YouTube video featuring the co-founders of Infisical, an open-source secrets management platform designed to help developers handle sensitive credentials like API keys and database tokens. The discussion traces the company's origin story, highlighting how the founders met at Cornell and pivoted from a previous idea after facing common challenges with managing configuration files. A key strategic decision was open-sourcing the product, which rapidly

00:06:32

AI s Next Evolution From Knowing to Wisdom

Steven AI Talk(English) ·

2025/10/24

The provided text introduces Knowledge Augmented Generation (KAG), a sophisticated approach to AI systems that integrates structured knowledge graphs with large language models (LLMs) to produce more accurate and insightful responses than traditional Retrieval Augmented Generation (RAG) systems. The speaker, Chin Keong Lam of Patho AI, explains that KAG moves beyond simple data retrieval by understanding and synthesizing information based on a wisdom-driven framework, where wisdom actively guides

00:07:09

Diode AI Hardware Design

Steven AI Talk(English) ·

2025/10/24

The transcript features an interview with the founders of Diode, a company that utilizes Artificial Intelligence (AI) to automate printed circuit board (PCB) design, following their recent Series A funding round led by A16Z. The founders discuss their origin story, explaining how their shared experiences with slow and error-prone traditional electrical engineering tooling inspired them to apply software development principles and AI to hardware design. Initially focused on error verification, they

00:07:05

AI for Network Change Cisco s Digital Twin

Steven AI Talk(English) ·

2025/10/23

Ola Mabadeje from Cisco's Outshift group presents a product-focused overview of an AI-driven solution aimed at reducing failures in network change management. The core of this solution lies in a multi-agent system that interacts with a network knowledge graph and a digital twin of the production network. This system, designed with a natural language interface, allows network operations teams to manage changes by automating impact assessments, test plan generation, and test execution. By

00:06:28

Salient AI Loan Servicing

Steven AI Talk(English) ·

2025/10/23

The source provides an overview of the fintech startup Salient, detailing its recent **$60 million Series A funding** led by A16Z and its primary function as an **AI loan servicing platform** for consumer lenders, including major banks and non-bank entities. The company's origin traces back to the founder's time at Tesla, where the high cost of loan matching sparked the idea to **automate processes using AI**, initially leveraging closed-source models like GPT-3.5 and later **scaling

00:08:01

AI_s_Last_Mile_Problem

Steven AI Talk(English) ·

2025/10/22

The source provides an overview of fuzz testing in the context of Generative AI (GenAI), specifically addressing the "last-mile problem" of ensuring AI reliability in production. It highlights the brittleness of GenAI systems where minor input variations can lead to drastically different outputs, rendering traditional evaluation methods insufficient due to limited coverage and difficulty in quantitatively measuring quality. The discussion then introduces "hazing," a technique for

00:06:47

Exa: Building a Search Engine for AI

Steven AI Talk(English) ·

2025/10/22

The source provides a transcript of an interview with Will Brick, the CEO and co-founder of Exa.ai, discussing his company's mission to build a search engine specifically designed for Artificial Intelligence (AI) systems rather than humans. Exa recently secured an $85 million Series B funding round and positions itself as search infrastructure for enterprises and startups, contrasting its business model and technology with traditional search engines like Google and Bing. Key differences

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Steven AI Talk(English)

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