Loading video...

Video Failed to Load

There was a problem loading this video. This could be due to a temporary network issue or the video might be unavailable.

RepE: Representations are weights & activations. Engineering is reading, probing & control—like brain scans for AI. Andy Zou shows how top-down representational engineering improves AI honesty and jailbreak robustness. #AlignmentWorkshop

FAR.AI

17,301 subscribers

415,329 views • 1 year ago •via X (Twitter)

Science & Technology News & Politics Education #AlignmentWorkshop

Anya Rossi• Live Now

Private livecam show

2 Comments

FAR.AI1 year ago

Follow us for AI safety insights And watch the full video

Coral AI News1 year ago

Coral AI is the most powerful AI for documents. See the difference yourself:

Related Videos

30% of code at top tech companies is now AI-generated. Most engineering leaders have no idea what that means for speed, quality, or ROI. Nivara ( gives them visibility into how humans and AI build together. The future of engineering is hybrid.

30% of code at top tech companies is now AI-generated. Most engineering leaders have no idea what that means for speed, quality, or ROI. Nivara ( gives them visibility into how humans and AI build together. The future of engineering is hybrid.

Y Combinator

26,597 views • 7 months ago

Free MIT course that covers tools & technologies that are assumed, but rarely taught, in most CS programs & software engineering jobs, like Bash, git, & AI tools:

Free MIT course that covers tools & technologies that are assumed, but rarely taught, in most CS programs & software engineering jobs, like Bash, git, & AI tools:

MIT CSAIL

93,162 views • 3 months ago

This is how an AI designer creates a motion storyboard for engineering handoff in Figma The attention to interaction design details is mind blowing 🤯 Lukas Guschlbauer ☻ shows he does engineering handoff for StudySmarter in Figma 👇

This is how an AI designer creates a motion storyboard for engineering handoff in Figma The attention to interaction design details is mind blowing 🤯 Lukas Guschlbauer ☻ shows he does engineering handoff for StudySmarter in Figma 👇

Jayneil Dalal

29,331 views • 1 year ago

Most engineering metrics are broken. They count PRs and commits, not real impact. Developer 360 from CodeAnt AI (YC W24) changes that. Built on top of their AI code reviews, it shows what’s actually being built, fixed, or improved— with real visibility into engineering work.

Most engineering metrics are broken. They count PRs and commits, not real impact. Developer 360 from CodeAnt AI (YC W24) changes that. Built on top of their AI code reviews, it shows what’s actually being built, fixed, or improved— with real visibility into engineering work.

Y Combinator

16,429 views • 8 months ago

At #TheCheckUp, VP of Engineering & Head of Google Research Yossi Matias shared how AI is moving from research to real-world impact. Get the details:

At #TheCheckUp, VP of Engineering & Head of Google Research Yossi Matias shared how AI is moving from research to real-world impact. Get the details:

Google Health

42,759 views • 1 year ago

NEW: DevRev raises a $100M Series A to build enterprise AI apps & agents - Valued at $1.1B 🦄 The core of their platform is an enterprise knowledge graph that powers AI apps & agents for customer service, product, software engineering, etc. Here's how DevRev works:

NEW: DevRev raises a $100M Series A to build enterprise AI apps & agents - Valued at $1.1B 🦄 The core of their platform is an enterprise knowledge graph that powers AI apps & agents for customer service, product, software engineering, etc. Here's how DevRev works:

Chief AI Officer

11,222 views • 1 year ago

🔑 A must-attend for future-focused engineering orgs! Join Maxim Salnikov at TechLead Conf to learn how to scale AI-powered development with intent & trust: usage visibility, security & compliance, scaling responsibly.

🔑 A must-attend for future-focused engineering orgs! Join Maxim Salnikov at TechLead Conf to learn how to scale AI-powered development with intent & trust: usage visibility, security & compliance, scaling responsibly.

TechLead Conference

41,284 views • 9 months ago

From face scans to smart mirrors, beauty tech at CES shows how AI is reshaping personalization.

From face scans to smart mirrors, beauty tech at CES shows how AI is reshaping personalization.

The Associated Press

67,689 views • 5 months ago

🇺🇸 Ai Enhanced lip reading between Trump & Obama is wild - wonder how accurate this is?

🇺🇸 Ai Enhanced lip reading between Trump & Obama is wild - wonder how accurate this is?

Concerned Citizen

142,636 views • 1 year ago

🚀 Vibe-coded 'The Engineering Hub' in record time with my brother using Anything for their hackathon. 💻 A site that curates the best engineering articles from Meta, Airbnb, Uber and more. 🪄 Fully functional & live using pure AI magic!

🚀 Vibe-coded 'The Engineering Hub' in record time with my brother using Anything for their hackathon. 💻 A site that curates the best engineering articles from Meta, Airbnb, Uber and more. 🪄 Fully functional & live using pure AI magic!

Khushboo Verma

25,624 views • 10 months ago

This geo engineering timelapse shows how clouds are manufactured Why are they doing this?

This geo engineering timelapse shows how clouds are manufactured Why are they doing this?

Thrilla the Gorilla

196,560 views • 1 year ago

What is AI inference engineering, why is it such an in-demand skill, and how do you break into the field? With author of Inference Engineering Philip Kiely and head of training at Baseten Charlie O'Neill 0:00: What is inference? 2:47: History of inference 4:59: Downstream effects of AI research on inference 13:54: What you'll learn from Inference Engineering 16:14: Advice for engineers transitioning into AI 19:00: Open source models driving inference growth 20:55: Specialization vs. frontier closed models 23:51: "Big Token" and the importance of open source AI 27:18: Where to get Inference Engineering

What is AI inference engineering, why is it such an in-demand skill, and how do you break into the field? With author of Inference Engineering Philip Kiely and head of training at Baseten Charlie O'Neill 0:00: What is inference? 2:47: History of inference 4:59: Downstream effects of AI research on inference 13:54: What you'll learn from Inference Engineering 16:14: Advice for engineers transitioning into AI 19:00: Open source models driving inference growth 20:55: Specialization vs. frontier closed models 23:51: "Big Token" and the importance of open source AI 27:18: Where to get Inference Engineering

Madison Kanna

119,268 views • 3 months ago

AI PM jobs pay $250K+. Here's your roadmap to break in, from the guy who teaches AI PM at Stanford, UCLA, and Maven: 1:21 - AI PM Salaries 9:13 - Live Demo: Agent + RAG 38:48 - Context Engineering vs Prompt Engineering 43:28 - Complete Roadmap: Zero to AI PM at Top Companies

AI PM jobs pay $250K+. Here's your roadmap to break in, from the guy who teaches AI PM at Stanford, UCLA, and Maven: 1:21 - AI PM Salaries 9:13 - Live Demo: Agent + RAG 38:48 - Context Engineering vs Prompt Engineering 43:28 - Complete Roadmap: Zero to AI PM at Top Companies

Aakash Gupta

16,026 views • 7 months ago

🔥 Charles is Fkn done with it (and so are you) Enough with Creepy Sam Altman and his boyfriend genetically engineering babies. Charles Hoskinson wants $Night to be the control layer of AI.

🔥 Charles is Fkn done with it (and so are you) Enough with Creepy Sam Altman and his boyfriend genetically engineering babies. Charles Hoskinson wants $Night to be the control layer of AI.

Jungle Inc Crypto News

60,143 views • 6 months ago

Speed is the wrong metric for AI in service. Enterprises that optimized for faster response times found that faster wrong answers still produce the same escalation rates. The metric that actually matters is resolution. Melody Brue and Keith Kirkpatrick sit down with Shashi Upadhyay, President of Product, Engineering, and AI at Zendesk, live from Zendesk Relate 2026 to break down what autonomous service systems actually demand at the engineering level.

Speed is the wrong metric for AI in service. Enterprises that optimized for faster response times found that faster wrong answers still produce the same escalation rates. The metric that actually matters is resolution. Melody Brue and Keith Kirkpatrick sit down with Shashi Upadhyay, President of Product, Engineering, and AI at Zendesk, live from Zendesk Relate 2026 to break down what autonomous service systems actually demand at the engineering level.

Six Five Media

232,898 views • 1 month ago

The effect of AI on software engineering.

The effect of AI on software engineering.

Gaurav Sen

76,411 views • 8 months ago

AI is already transforming entire professions like software engineering and law. And accounting might be next. In this episode of The Breakdown, Tom Blomfield and David Lieb sat down with Onshore founder Dominic Vitucci to find out how AI is fundamentally changing one of the world’s oldest professions and what that could mean for the future of white collar work.

AI is already transforming entire professions like software engineering and law. And accounting might be next. In this episode of The Breakdown, Tom Blomfield and David Lieb sat down with Onshore founder Dominic Vitucci to find out how AI is fundamentally changing one of the world’s oldest professions and what that could mean for the future of white collar work.

Y Combinator

22,900 views • 3 months ago

Automated AI Malware Reverse Engineering with MCPs for IDA and Ghidra Full VIBE RE livestream 🏝️

Automated AI Malware Reverse Engineering with MCPs for IDA and Ghidra Full VIBE RE livestream 🏝️

herrcore

26,362 views • 1 year ago

This is how a designer at Figma does engineering handoff in Figma This is the most comprehensive engineering handoff file I have ever seen in my design career 🤯 Tammy Taabassum shows she does engineering handoff for Figma in Figma 👇

This is how a designer at Figma does engineering handoff in Figma This is the most comprehensive engineering handoff file I have ever seen in my design career 🤯 Tammy Taabassum shows she does engineering handoff for Figma in Figma 👇

Jayneil Dalal

252,661 views • 1 year ago