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Strategies for LLM Evals (GuideLLM, lm-eval-harness, OpenAI Evals Workshop) — Taylor Jordan Smith

Strategies for LLM Evals (GuideLLM, lm-eval-harness, OpenAI Evals Workshop) — Taylor Jordan Smith

AI Engineer July 27, 2025
Accuracy scores and leaderboard metrics look impressive—but production-grade AI requires evals that reflect real-world performance, reliability, and user happiness. Traditional …
 
Why you should care about AI interpretability - Mark Bissell, Goodfire AI

Why you should care about AI interpretability - Mark Bissell, Goodfire AI

AI Engineer July 27, 2025
The goal of mechanistic interpretability is to reverse engineer neural networks. Having direct, programmable access to the internal neurons of …
 
Your Coding Agent Just Got Cloned And Your Brain Isn't Ready - Rustin Banks, Google Jules

Your Coding Agent Just Got Cloned And Your Brain Isn't Ready - Rustin Banks, Google Jules

AI Engineer July 27, 2025
 
Information Retrieval from the Ground Up - Philipp Krenn, Elastic

Information Retrieval from the Ground Up - Philipp Krenn, Elastic

AI Engineer July 27, 2025
Vector search is only a feature. Search engines and information retrieval have retaken their position as the foundation of RAG. …
 
Introduction to LLM serving with SGLang - Philip Kiely and Yineng Zhang, Baseten

Introduction to LLM serving with SGLang - Philip Kiely and Yineng Zhang, Baseten

AI Engineer July 26, 2025
Do you want to learn how to serve models like DeepSeek and Qwen with SOTA speeds on launch day? SGLang …
 
Robotics: why now? - Quan Vuong and Jost Tobias Springberg, Physical Intelligence

Robotics: why now? - Quan Vuong and Jost Tobias Springberg, Physical Intelligence

AI Engineer July 26, 2025
Sharing recent progress from Physical Intelligence and why it is an exciting time to push the frontier in general purpose …
 
Waymo's EMMA: Teaching Cars to Think - Jyh Jing Hwang, Waymo

Waymo's EMMA: Teaching Cars to Think - Jyh Jing Hwang, Waymo

AI Engineer July 26, 2025
This session explores Waymo's latest research on the End-to-End Multimodal Model for Autonomous Driving (EMMA) and advanced sensor simulation techniques. …
 
A2A & MCP Workshop: Automating Business Processes with LLMs — Damien Murphy, Bench

A2A & MCP Workshop: Automating Business Processes with LLMs — Damien Murphy, Bench

AI Engineer July 26, 2025
Ever wished your webhooks could think for themselves? Join us to discover how A2A agents can transform passive webhook endpoints …
 
Piloting agents in GitHub Copilot - Christopher Harrison, Microsoft

Piloting agents in GitHub Copilot - Christopher Harrison, Microsoft

AI Engineer July 26, 2025
The agent capabilities added to GitHub Copilot have enhanced its ability to act as a peer programmer. Copilot can now …
 
Ship Production Software in Minutes, Not Months — Eno Reyes, Factory

Ship Production Software in Minutes, Not Months — Eno Reyes, Factory

AI Engineer July 25, 2025
Planning, coding, testing, monitoring—the endless cycle that spans 10+ tools that fragment our focus and slows delivery to a crawl. …
 
Beyond the Prototype: Using AI to Write High-Quality Code - Josh Albrecht, Imbue

Beyond the Prototype: Using AI to Write High-Quality Code - Josh Albrecht, Imbue

AI Engineer July 25, 2025
In this case study-based keynote, Josh Albrecht, CTO of Imbue, examines the critical engineering challenges in building AI coding systems …
 
Software Development Agents: What Works and What Doesn't - Robert Brennan, OpenHands

Software Development Agents: What Works and What Doesn't - Robert Brennan, OpenHands

AI Engineer July 25, 2025
The adoption of AI into software development has been bumpy. While autocomplete tools like Copilot have gone mainstream, autonomous agents …
 
Devin 2.0 and the Future of SWE - Scott Wu, Cognition

Devin 2.0 and the Future of SWE - Scott Wu, Cognition

AI Engineer July 25, 2025
A talk on the future of software engineering with Scott Wu of Cognition AI, the makers of Devin. About Scott …