Podcast Summary

Podcast: The Tech Policy Press Podcast
Episode: In Age of Disruption, a Defense of Incrementalism
Date: March 1, 2026
Host: Justin Hendricks
Guests: Evan Salinger (Professor of Philosophy, RIT), Albert Fox Kahn (Founder, Surveillance Technology Oversight Project)
Time Stamps Referenced in Format (MM:SS)

Episode Overview

This episode examines the argument set forth by Evan Salinger and Albert Fox Kahn in their book Move Slow and Upgrade: The Power of Incremental Innovation. Challenging the prevailing Silicon Valley ethos of rapid, disruptive change, the authors advocate for "incrementalism"—the philosophy that gradual, evidence-based improvements often yield better, more sustainable outcomes for society than technological moonshots. They reflect on how institutions and individuals can better recognize and pursue this “upgrader’s mindset,” offering both a critique of blind faith in disruptive innovation and practical guidance for shifting our approach to technology and progress.

Key Discussion Points and Insights

1. The Rationale for Incrementalism

• Over-fixation on Disruption:
  Society, especially in tech, is obsessed with radical, fast-paced change at the expense of risk assessment and evidence-based progress.
  • “Gradual innovation, they say, is like incrementally improving water quality through decades of regulation. By contrast, disruptive innovation is like trying to clean up a lake by adding a new invasive species.” (00:12)
• Collaboration Origins:
  Both authors have collaborated on op-eds and share concerns about the outsized influence of Silicon Valley’s “move fast, break things” mindset.
  • "We want to...deepen our thoughts and think of some positive ways forward." —Evan Salinger (02:23)
  • "Our focus is to give people the tools to not just understand their frustration with the usual game plan... but to also realize that there are better alternatives." —Albert Fox Kahn (03:15)

2. Why Challenge Silicon Valley’s Mantra?

• Intended Audience & Goals:
  The book aims to inform people beyond the startup world—business owners, policymakers, and civil society—on how to spot the warning signs of reckless disruption.

  • "We wanted to write a book that looked retroactively into case studies...to identify warning signs so that going forward people could make some better decisions, which is hard." —Evan Salinger (05:31)

• Lessons from Rapid Adoption of AI:
  Risks are mounting as institutions deploy AI systems quickly, often without regard for known failure patterns.

  • “It’s the same types of failures we’ve seen earlier, just coming at a faster pace and at a bigger scale.” —Albert Fox Kahn (08:03)

3. Incremental Innovation Is Not Anti-Change

• Refuting the ‘Anti-Innovation’ Critique:
  The book does not reject change; it seeks to balance risk, recognize the value in small and steady improvements, and reclaim the narrative from hype merchants.
  • “We’re not saying don’t ever do [moonshot innovation]. What we’re arguing is they’ve been overvalued, tremendously overvalued...Where the risks become, if you point them out, you’re considered out of touch.” —Evan Salinger (13:10)
  • "People keep telling us they’re shouting ‘eureka.’ At the end of the day, they're just really shouting a sales pitch." —Albert Fox Kahn (11:11)

4. Case Studies: AI as Cautionary Tale

• LLMs and Societal Advice:
  LLMs (Large Language Models) are being marketed as all-purpose advice engines, despite serious shortcomings.
  • “They lack metacognition. They don’t know what they don’t know.” —Evan Salinger (14:23)
  • "People basically spent all this money developing these LLMs and then went through this exercise of being, well, what do we do that's actually useful?" —Albert Fox Kahn (17:22)
• MRNA Vaccine as Positive Example:
  Genuine moonshots derive from long-term, groundwork-based incremental improvements, not just sudden disruption.
  • "You had people tinkering on improving this vaccine over decades...Then you did actually have a bit of a moonshot idea." —Albert Fox Kahn (17:22)

5. Education under Disruption

• Student Anxiety in the Age of AI:
  The blanket message that everyone and every business must be "AI-first" fuels immense anxiety and short-term, superficial adoption.
  • “They are so afraid of the disruption. And if you were to say to them, but what about the long term impact of this?...They don’t have the luxury that’s a recipe for disaster.” —Evan Salinger (20:54)
  • "I think the AI FOMO is starting to fade as people start to realize just how short these apps are coming up when it comes to actually solving a lot of the problems." —Albert Fox Kahn (24:25)

Notable Quotes & Memorable Moments

| Timestamp | Speaker | Quote | |-----------|---------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | 00:12 | Justin Hendricks | "Gradual innovation... incrementally improving water quality... Disruptive innovation is like trying to clean up a lake by adding a new invasive species." | | 03:15 | Albert Fox Kahn | "...give people the tools to not just understand that they're not alone in feeling frustrated... but to also realize that there are all these warning signs..." | | 11:11 | Albert Fox Kahn | “We’re trying to push back on that false binary... There is an alternative. It doesn’t have to be one unproven app after another... Sales pitch instead of real change.” | | 14:23 | Evan Salinger | “They lack metacognition. They don’t know what they don’t know.” | | 17:22 | Albert Fox Kahn | “With innovations with moonshots, you tend to start with a solution, then you reverse engineer what problem you’re trying to solve.” | | 20:54 | Evan Salinger | “They are so afraid of the disruption... They don’t have the luxury that’s a recipe for disaster.” | | 24:25 | Albert Fox Kahn | “I think the AI FOMO is starting to fade as people start to realize just how short these apps are coming up...” | | 27:34 | Albert Fox Kahn | “We detail how Ring sold people this myth for, for years that if we simply ringed our houses with cameras that it would bring us safety. And what we've seen instead is it brings us surveillance…” | | 31:43 | Albert Fox Kahn | “…It’s just constantly bombarding you with trauma, constantly putting you in this fight or flight mode, constantly making you more fearful of the place you live.” | | 34:55 | Evan Salinger | “Are you actually providing a solution to a problem or are you offering solutionism in search of a problem?” | | 39:40 | Albert Fox Kahn | "This is just a call for us to reaffirm some basic common sense..." |

Illustrative Examples & Extended Insights

The Ring Doorbell Problem and Surveillance Solutionism (27:34-32:25)

• Surveillance Technology:
  Ring promoted cameras as panaceas for safety, but evidence shows they primarily generate more surveillance and community anxiety, with questionable gains in actual security.
  • “Ring sold people this myth...what we've seen instead is it brings us surveillance and not always surveillance under our control.” —Albert Fox Kahn (27:34)
• Human Behavior and Social Media Dynamics:
  The incentivizing of vigilance and community reporting via platforms like Ring increases social anxiety and erodes careful, due-process approaches to community safety.
  • “You have to have a bunch of addons... it’s about being hyper vigilant, that’s about reporting suspicion and so on... inflaming the very sensibilities that make people nervous in the first place.” —Evan Salinger (30:16)

Cybersecurity as an Undervalued Model of Incrementalism (32:40-34:46)

• Additive, Cautious Progress:
  Unlike most tech product cycles, cybersecurity improves via steady, evidence-driven change; it is less hyped and more resilient because it’s built on redundancy and harm containment.
  • “If you have any one point of failure, that’s going to be your downfall. So... not to look for the breakthrough change in terms of upside, but how to mitigate all the potential areas of downside.” —Albert Fox Kahn (32:40)

Checklist for the Upgrader (34:55-39:40)

• Warning Signs & Good Practice:
  • Be wary of adopting technology solutions without clearly defining the problem.
  • Seek input from actual stakeholders, not just idealized users.
  • Challenge magical thinking about seamless, rapid transformation.
  • Reintroduce discussions of humane, process-oriented values, not just efficiency.
  • Recognize “dehumanizing” effects of automated processes, as in AI-powered hiring.
• Quote:
  • "There's something inherently dehumanizing about it...some of these things should be off the table." —Evan Salinger (37:52)

Reasons for Hope in the Upgrader’s Mindset (41:32-44:48)

• Human Meaning & Authenticity:
  Pockets of resistance and yearnings for genuine dialogue are emerging, even among students inundated by automation.
  • “Some people are just caught up in that rat race, and some people are going, that's not the world I want to live in. I do want to live in a world where I can be heard and I can think.” —Evan Salinger (41:32)
• Historical Patterns:
  Historically, society often shifts course in response to accumulated negative consequences of excess—and the guests see such a shift on the horizon.
  • “Our country will often do the right thing, but only at the last possible moment....I think this is a moment where people are really hungering for a third way.” —Albert Fox Kahn (43:23)

Actionable Takeaways

• Ask whether new technology solves an actual problem rather than being innovation for its own sake.
• Pursue evidence-based, incremental upgrades over speculative moonshots.
• Engage critically with “AI-first” marketing—don't be driven solely by fear of missing out.
• Value human interaction and process; avoid dehumanizing shortcuts, especially in areas like hiring and education.

Summary Table of Main Segments

| Segment | Timestamps | Key Content | |-----------------------------------------|------------------|--------------------------------------------------------------------------------------------------| | Episode Introduction & Book Thesis | 00:12–01:41 | Authors, book themes, why incrementalism matters | | Authors’ Paths to the Topic | 01:27–03:15 | Personal backgrounds and rationale for the collaboration | | On Silicon Valley’s Mantra | 05:31–08:03 | Aimed at wider audiences, need to recognize recurring risk patterns | | Challenge to the Status Quo | 10:22–13:10 | Addressing critiques, incrementalism isn’t anti-reform | | AI as Case Study | 13:10–19:41 | LLMs as cautionary tale, contrasting with MRNA vaccine innovation | | Student & Job Market Anxiety | 20:05–26:47 | FOMO, “AI-first” panic, unsustainable short-term pressures | | Surveillance Tech Critique | 27:34–32:25 | Ring, Flock, and surveillance markets as failed “innovations” | | Cybersecurity as Positive Example | 32:25–34:46 | Cyber as a model for durable, careful incrementalism | | Checklist for Upgraders | 34:55–39:40 | Practical steps and warning signs for healthy innovation | | Can Upgrading Gain Traction? | 41:32–44:48 | Signs of hope, micro- and macro-level resistance, historical analogy |

Concluding Thoughts

The episode delivers a compelling call to balance technological optimism with realistic skepticism, encouraging everyone—including policymakers, educators, and everyday users—to invest in measured, evidence-based change. The authors’ “upgrader’s mindset” offers a practical and philosophical toolkit to meet the challenges—and opportunities—of our disruptive age.