Algorithmic Cancer: Why AI Development Is Not What You Think with Connor Leahy

Algorithmic Cancer: Why AI Development Is Not What You Think with Connor Leahy

Recently, the risks about Artificial Intelligence and the need for 'alignment' have been flooding our cultural discourse – with Artificial Super Intelligence acting as both the most promising goal and most pressing threat. But amid the moral debate, there's been surprisingly little attention paid to a basic question: do we even have the technical capability to guide where any of this is headed? And if not, should we slow the pace of innovation until we better understand how these complex systems actually work?

In this episode, Nate is joined by Artificial Intelligence developer and researcher, Connor Leahy, to discuss the rapid advancements in AI, the potential risks associated with its development, and the challenges of controlling these technologies as they evolve. Connor also explains the phenomenon of what he calls 'algorithmic cancer' – AI generated content that crowds out true human creations, propelled by algorithms that can't tell the difference. Together, they unpack the implications of AI acceleration, from widespread job disruption and energy-intensive computing to the concentration of wealth and power to tech companies.

What kinds of policy and regulatory approaches could help slow down AI's acceleration in order to create safer development pathways? Is there a world where AI becomes a tool to aid human work and creativity, rather than replacing it? And how do these AI risks connect to the deeper cultural conversation about technology's impacts on mental health, meaning, and societal well-being?

(Conversation recorded on May 21st, 2025)

About Connor Leahy:

Connor Leahy is the founder and CEO of Conjecture, which works on aligning artificial intelligence systems by building infrastructure that allows for the creation of scalable, auditable, and controllable AI.

Previously, he co-founded EleutherAI, which was one of the earliest and most successful open-source Large Language Model communities, as well as a home for early discussions on the risks of those same advanced AI systems. Prior to that, Connor worked as an AI researcher and engineer for Aleph Alpha GmbH.

Show Notes and More

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Vandana Shiva: "Agroecology and The Great Simplification"

Vandana Shiva: "Agroecology and The Great Simplification"

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Russia - Be Careful What We Wish For | Frankly #17

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In the midst of the COP27 in Egypt and one of the warmest Wisconsin Novembers on record, this week's Frankly is a reflection on the boundaries with which humans use to think about the threat of climate change. The past 26 Climate Conferences have attempted to use the same framing to solve an issue that is both systemic in nature and larger than any one nation or economy. How can we begin to solve such an existential challenge without understanding the scope of the problem and who it will affect most? How do YOU think about climate and the future? For Show Notes visit: https://www.thegreatsimplification.com/frankly-original/16-7-boundaries-of-climate-concern To Watch on Youtube: https://www.youtube.com/watch?v=FwwKV3Izm5A

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9 Nov 20221h 15min

7 Realities - No Matter Who Wins

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With the upcoming election, citizens of the USA once again align our beliefs and dreams with our 'favored'' political party, while often showing disdain and ridicule for the opposition. There is an unspoken hope that if all 3 branches of government are unified (with the right flavor!), the issues that we care about will finally be addressed. In this segment of Frankly, Nate reflects on the growing systemic realities that we'll have to face in the coming decade regardless of who wins this November. These realities can only be solved/responded to with a functioning system of governance. How will we work together as a society to overcome these challenges, rather than pitting ourselves against each other and shouting blame? For Show Notes and Transcript visit: https://www.thegreatsimplification.com/frankly-original/15-7-realities-no-matter-who-wins To Watch on Youtube: https://www.youtube.com/watch?v=spnxD4P1gRA

4 Nov 20229min

Betsy Taylor: "Finding Hope in Nature-Based Solutions"

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7 Shades of Jekyll and Hyde | Frankly #14

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