Small Language Models for Application Security - Beyond ChatGPT
Explore how small, open-source language models like LLaMa and Alpaca can revolutionize application security workflows, enabling earlier and more efficient security integration in software development.
AI Hallucinations and Manipulation - How to Use AI Coding Tools Securely - DevSecCon
Explore AI coding tools' security implications, challenging their ability to produce secure software and learning strategies for safe implementation in development workflows.
Understanding ChatGPT: From Machine Learning to Language Models
Explore machine learning, neural networks, and GPT technology. Gain insights into the evolution and inner workings of ChatGPT, from basic concepts to advanced applications.
Elevate Your Teaching Productivity with GenAI
Discover innovative strategies to enhance teaching efficiency using generative AI tools, empowering educators to streamline tasks and focus on impactful instruction.
Understanding and Steering Generative AI Systems
Explore techniques for analyzing and directing AI systems' behavior, focusing on tools to identify patterns, improve accuracy, and enhance truthfulness in language and vision models.
Powering Llama 3 - A Peek into Meta's Massive Infrastructure for Generative AI
Dive into Meta's advanced infrastructure powering Llama 3, exploring the technological backbone and innovative systems behind their next-generation generative AI development.
AppWorld: Reliable Evaluation of Interactive Agents in a World of Apps and People
Explore AppWorld's innovative framework for evaluating AI agents' performance in everyday digital tasks across popular apps, highlighting challenges and future directions for reliable AI systems.
The Unreasonable Effectiveness of Mathematics in Large Scale Deep Learning - From Theory to Practice
Explore the mathematical foundations of large-scale deep learning, focusing on infinite-width neural networks and their practical applications in tuning enormous models like GPT-3.
What's New and Improved in Wolfram Language Version 14
Explore Wolfram Language 14's enhancements in AI, graphics, engineering, math, and more. Learn about LLM integration, data visualization, PDE models, and improved computational capabilities.
What's New and Improved in Wolfram Language and Mathematica Version 14.1
Explore Wolfram Language 14.1's new features, including Chat Notebooks, LLM functionality, and AI tools. Discover updates in calculus, geometry, astronomy, and more.
Deep Dive into ChatGPT: Architecture and Comparison with Bard and LLaMa
Explore ChatGPT's architecture, implementation, and evolution. Compare with Bard and LLaMa. Learn to build tinyGPT. Gain insights into transformers, attention mechanisms, and the GPT family of models.
From Zero to SOTA: Fine-Tuning BERT Using Hugging Face for World-Class Training Performance
Discover how to fine-tune BERT using Hugging Face and Graphcore's IPU for state-of-the-art NLP performance. Learn to accelerate AI development, optimize models, and leverage cloud platforms for efficient machine learning workflows.
How to Get Value Out of ChatGPT and Stable Diffusion Models with Proprietary Data
Explore applications of language models and generative AI in corporate settings, boosting productivity and customer experience while preserving proprietary data.
AI Automation in the Digital World - Current Progress and Challenges
Explore the current state and limitations of AI agents in automating digital tasks. Examine challenges in tool use, reasoning, and knowledge, and discover potential solutions for achieving true AI autonomy.
Building an End-to-End Web Application with Microsoft's Semantic Kernel
Develop a web app using Microsoft's Semantic Kernel to integrate LLMs, enhancing their capabilities with structured responses and external data sources.
Automating Knowledge Work with Generative AI
Explore generative AI's impact on knowledge work, learn to apply models for business solutions, and gain hands-on experience in automation techniques.
How to Re-Code LLMs Layer by Layer with Tensor Network Substitutions
Explore strategies for recoding Large Language Models using tensor network substitutions to enhance explainability, compression, and performance on smaller devices.
LangChain Suite for Advanced Drug Discovery Generative AI Workflows
Explore advanced drug discovery using LangChain's AI tools. Compare GPT models, optimize workflows, and leverage generative AI for pharmaceutical innovation.
GenAI Multimodal, RAG, RAPTOR, Agent, and Finetuning - Live Coding Demonstration
Explore cutting-edge GenAI techniques through live demos of RAG, RAPTOR, Agent, and Finetuning. Witness multimodal capabilities and gain hands-on experience with advanced AI models and tools.
Emerging Tech Governance: Opportunities and Challenges of AI in Medicine
Explore ethical challenges and governance gaps in emerging technologies like AI in medicine, genetic engineering, and consumer neurotechnology.
Unpacking Three Types of Feature Stores - MLOps Podcast
Explore feature stores, vector stores, and embeddings in ML and LLMs. Learn about personalization in prompts, MLOps challenges, and innovations from Featureform's CEO Simba Khadder.