The Promise and Peril of Open Source AI with Elizabeth Seger and Jeffrey Ladish

The Promise and Peril of Open Source AI with Elizabeth Seger and Jeffrey Ladish

As AI development races forward, a fierce debate has emerged over open source AI models. So what does it mean to open-source AI? Are we opening Pandora’s box of catastrophic risks? Or is open-sourcing AI the only way we can democratize its benefits and dilute the power of big tech?

Correction: When discussing the large language model Bloom, Elizabeth said it functions in 26 different languages. Bloom is actually able to generate text in 46 natural languages and 13 programming languages - and more are in the works.

RECOMMENDED MEDIA

Open-Sourcing Highly Capable Foundation Models

This report, co-authored by Elizabeth Seger, attempts to clarify open-source terminology and to offer a thorough analysis of risks and benefits from open-sourcing AI

BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B

This paper, co-authored by Jeffrey Ladish, demonstrates that it’s possible to effectively undo the safety fine-tuning from Llama 2-Chat 13B with less than $200 while retaining its general capabilities

Centre for the Governance of AI

Supports governments, technology companies, and other key institutions by producing relevant research and guidance around how to respond to the challenges posed by AI

AI: Futures and Responsibility (AI:FAR)

Aims to shape the long-term impacts of AI in ways that are safe and beneficial for humanity

Palisade Research

Studies the offensive capabilities of AI systems today to better understand the risk of losing control to AI systems forever

RECOMMENDED YUA EPISODES

A First Step Toward AI Regulation with Tom Wheeler

No One is Immune to AI Harms with Dr. Joy Buolamwini

Mustafa Suleyman Says We Need to Contain AI. How Do We Do It?

The AI Dilemma

Your Undivided Attention is produced by the Center for Humane Technology. Follow us on Twitter: @HumaneTech_


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Episoder(168)

The Most Hopeful (And Concerning) Moment Yet in AI

The Most Hopeful (And Concerning) Moment Yet in AI

It’s been a whirlwind week in AI news. Weeks after a series of hacking incidents by rogue agents at OpenAI and Anthropic, we’ve seen a cascade of top AI researchers blow the whistle on what they call ...

17 Sep 20min

Flock is Just the Beginning: Inside the Era of AI-Powered Policing

Flock is Just the Beginning: Inside the Era of AI-Powered Policing

In a 2018 TED Talk, Yuval Harari argued that democracy prevailed over fascism and communism in the 20th century not because of any inherent advantage, but because the technology of that age favored op...

10 Sep 59min

We Measure What AI Can Do. We Should Measure What It Does to Us.

We Measure What AI Can Do. We Should Measure What It Does to Us.

In AI, what gets measured gets optimized. Right now, we're spending all our efforts to measure how capable and powerful models are, narrowly optimizing for those metrics while ignoring downstream cons...

27 Aug 47min

Enough Debate about the AI Jobpocalypse. We Need To Plan for the Messy Middle.

Enough Debate about the AI Jobpocalypse. We Need To Plan for the Messy Middle.

It feels like we’re stuck in an endless debate about what AI is going to mean for jobs and the economy. The prediction you hear from the people closest to the technology — both its critics and its boo...

13 Aug 57min

Can AI Be Built in Service of Life? A Conversation with Krista Tippett

Can AI Be Built in Service of Life? A Conversation with Krista Tippett

This week, we're bringing you a conversation that Tristan Harris had with Krista Tippett. Krista is the Peabody Award-winning host of the On Being podcast, where she explores spiritual inquiry, scienc...

16 Jul 53min

“Magnifica Humanitas:” Pope Leo’s Clarion Call on AI

“Magnifica Humanitas:” Pope Leo’s Clarion Call on AI

Since stepping into the Papacy, Pope Leo XIV has been a forceful voice pushing back against the anti-human path we’re on with AI. In May, he released “Magnifica Humanitas,” a sprawling encyclical warn...

2 Jul 30min

We Need AI Treaties. This is How We Get Them

We Need AI Treaties. This is How We Get Them

In the middle of the twentieth century, the existential threat posed by nuclear weapons seemed inevitable. The number of countries with nukes was climbing rapidly, and the idea of stopping the nuclear...

18 Jun 51min

What Do We Mean by Humane Tech?

What Do We Mean by Humane Tech?

We often think of the challenges created by technology as separate and disconnected, so trying to solve them feels like playing the world's hardest game of Whac-A-Mole.  What if, instead, we tackled t...

4 Jun 52min

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