Podcast Summary: "How to Study the Phenomenon of Tech Hype"

The Tech Policy Press Podcast | March 29, 2026
Host: Justin Hendricks
Guests: Yasha Barais, Andrea Beltunthes, Moshe Arendt

Overview

This episode dives into the rapidly growing field of "Hype Studies," with a focus on the mechanics, politics, and consequences of technological hype—especially in the era of AI and speculative capitalism. The panel (a political scientist, a sociologist, and an investigative journalist) discuss how hype is strategically produced and circulated, who benefits from it, its relationship with investment, war, and media, and what can be done to build public "hype literacy" and critical awareness.

Key Discussion Points & Insights

1. What Is Tech Hype and Why Study It?

[02:21–06:24]

• Hype isn’t just enthusiastic promotion or marketing noise; it is a powerful, pervasive societal phenomenon with substantial consequences for economics, politics, technology, and culture.
  • Yasha Barais: "You cannot hype alone.... This is why we have this platform where many people can take part. We're working together, journalists, designers, economists... to really understand how this slippery fish, hype, travels through society." (04:11)
• The field, dubbed "Hype Studies," began formally in 2024, filling a gap in academic and public discourse.

Notable Quote:

• "Hype is not only noise or a matter of excitement, but it's also a matter of power. Not everyone has the same capacity to create hype."
  —Andrea Beltunthes [04:45]

2. Anatomy of Hype: Actors, Power, and Dynamics

[06:24–08:27]

• Hype is a collective, not individual, phenomenon:
  • "Hypers" are both creators and beneficiaries of hype—CEOs, journalists (who amplify for clicks), research centers, politicians.
  • The audience (social media users, the general public) plays a role in amplifying hype through engagement.
• The process:
  • Strategic actors initiate hype (for profit or influence).
  • Other actors (media, politicians) amplify and spread it.
  • The cycle is fed by attention and investment.
• Journalists, knowingly or not, become part of this amplification, partaking in the "attention economy."

Notable Quote:

• "Hype as a mechanism or a tool that is used by those who have power for ideological control."
  —Moshe Arendt [07:34]

3. Hype, Capitalism, and Speculation

[08:27–12:17]

• Hype has always existed but is now intensified by speculative capitalism, where venture capital bets on future technologies:
  • The confluence of economic and technological speculation creates "double speculation."
  • AI serves as a prime example: "In 2025, almost half of the GDP of the US depended or was related to AI. And we know that AI is a technology that is incapable of delivering the profit that it promises..." (10:54)
• Hype drives not just investment, but also regulatory and political discourse, making technological change seem inevitable.

Notable Quote:

• "Hype creates this illusion that technology is something almost divine."
  —Andrea Beltunthes [11:54]

4. Hype and the Crisis of Democracy

[12:17–15:45]

• AI and tech hype today are political projects aiming to reorganize society, often filling a perceived void left by democratic institutions.
• Hype narratives (especially "doomerism" or narratives of existential risk) create urgency and investor FOMO (fear of missing out):
  • Moshe Arendt: "Speculative capitalism depends on hype in order to exist. It depends on investor fomo... The way you get there is to hype up your product as much as possible." (13:25)

Notable Quote:

• "If the economy doesn't grow anymore, you flee into the speculative. It's also some kind of escapism."
  —Yasha Barais [14:52]

5. Tech Hype and the War Machine

[15:45–20:23]

• AI deployment in recent conflicts (e.g., Middle East) is intertwined with financial incentives, public contracts, and military narratives.
  • AI and war are mutually reinforcing hypes—public money and venture capital flow toward military tech under the guise of innovation and urgency.
• Instability itself becomes an opportunity; as Barais notes, "there is an interest in instability on a geopolitical landscape." (19:53)

Notable Quote:

• "Engaging in wars, it's a way of channeling public money into these private companies and get a little bit of the return on investment."
  —Andrea Beltunthes [18:20]

6. The Media's Role—Amplifiers or Watchdogs?

[20:23–26:26]

• Journalism is entangled in the hype economy, often acting as a "stenographer" to power rather than a critical watchdog.
  • Moshe Arendt: "If we're serving the interests of capital or of empire, we're not doing our jobs. That's PR, that's not journalism." (22:28)
• Reporting and even critiquing hype can inadvertently fuel it, capturing attention and crowding out coverage of other urgent issues (e.g., migration, climate).

Notable Quote:

• "Critiquing can also be very quickly swallowed by hype, because also critique can then cater to this idea of the spectacle and entertainment."
  —Yasha Barais [25:24]

7. Science, Spectacle, and the Logic of Capital

[26:26–28:01]

• The boundaries between scientific knowledge and spectacle are blurry and have deep historical roots.
• Today's knowledge production is increasingly staged, with the "logics of advertising" centralized—especially for corporate science.

8. Keeping Hype Critique Relevant Amid Real Progress

[28:01–32:25]

• There is tension between real technological advances and the sometimes-justified skepticism toward hype.
• Critical questions include:
  • What real problems does AI solve?
  • At what cost, especially in terms of human labor and environmental harm?
  • Are we creating artificial problems that the technology then claims to solve?
• Moshe Arendt: "We forget about the human cost. We forget about the millions of people who are training these LLMs, who are being exploited, who are being paid 25 cents an hour.... Right now, data centers are destroying communities, water, ecosystems...." (31:20)

9. Governance, Power, and the Epistemic Battle

[32:25–35:12]

• Hype isn't just about technology—it disrupts political imagination and epistemic frameworks.
• The left (and other critical actors) need new tools, theories, and narratives to respond, as the "tech bros" both speculate and have the capital to enact their visions.

10. Building Hype Literacy and Challenging Tech Imperialism

[35:12–41:17]

• The aims of "hype studies" are to build a toolkit for journalists, policymakers, and citizens:
  • Materials are being translated into several languages for global reach.
  • Free online courses and "hype literacy" toolkits being developed and presented at international journalism festivals.
  • Dream: a "hype observatory" to detect and warn about hype cycles and their actors early.
• Tech hype is always tied to a hidden political program; buying into hype risks importing "technological imperialism."

Notable Quote:

• "Buying into hype... is also buying into the hidden technopolitical program behind it."
  —Andrea Beltunthes [39:15]
• "One fun way I think it can happen is to use hype to fight hype... Put ads on Facebook and say 'Mate is lying to you', just for fun."
  —Moshe Arendt [40:31]

11. What’s Next in Hype Studies

[41:17–44:34]

• Upcoming articles will address:
  • AI regulation and the creation of regulatory urgency
  • The gendered nature of hype
  • Catastrophic, doomsday hype narratives
  • AI colonialism, with a focus on microtasking and labor exploitation in the global south

Moshe Arendt’s forthcoming article preview:

• Explores how microtasking for AI in the global majority (Africa, India, Philippines) perpetuates new forms of colonialism, underlining "the colonial project never ended. It just got better PR." [44:13]

Memorable Quotes & Moments

• [04:45] Andrea: "Not everyone has the same capacity to create hype."
• [07:34] Moshe: "Hype as a mechanism or a tool used by those who have power for ideological control."
• [11:54] Andrea: "Hype creates this illusion that technology is something almost divine."
• [13:25] Moshe: "Speculative capitalism depends on hype in order to exist... The way you get there is to hype up your product as much as possible."
• [22:28] Moshe: "If we're serving the interests of capital or of empire, we're not doing our jobs. That's PR, that's not journalism."
• [25:24] Yasha: "Critiquing can also be swallowed by hype..."
• [39:15] Andrea: "Buying into hype... is also buying into the hidden technopolitical program behind it."
• [40:31] Moshe: "Use hype to fight hype... put ads on Facebook and say 'Mate is lying to you' just for fun."
• [44:13] Moshe: "The colonial project never ended. It just got better PR."

Key Timestamps

• [02:21] — Introduction of panel and the birth of Hype Studies as an academic and public discipline.
• [04:45] — Who can create hype and who benefits (the concept of "hypers").
• [07:34] — Hype as a tool of ideological control and mechanism of accountability avoidance.
• [10:54] — The economic function and limits of AI hype.
• [13:25] — The "doomerism" narrative and its political functions.
• [18:20] — How war and military contracts feed off AI hype.
• [22:28] — Media's complicity in amplifying hype and the crisis of journalism.
• [25:24] — The dangers of even critical attention adding to the "hype spectacle."
• [31:20] — The human and ecological costs ignored in the hype cycle.
• [39:15] — Hype as a cover for technopolitical (and sometimes imperial) agendas.
• [40:31] — Creative strategies for countering hype—including humor and counter-narratives.
• [44:13] — Preview of work on AI colonialism and contemporary forms of digital exploitation.

Style & Tone

The episode maintains an academic yet bluntly critical tone. The guests speak candidly about the scale of the problem, their own complicity or frustrations as scholars or journalists, and the urgent need for new narratives and tools. The conversation is global in scope, highlighting the importance of translation, cross-community awareness, and the dangers of Anglo-American dominance in tech debate.

Takeaways

• Hype is a sophisticated, strategic, and highly consequential phenomenon, not mere noise.
• It is deeply interwoven with speculative capitalism, political projects, global power, and media spectacle.
• Building “hype literacy,” critical media, and transnational dialogue are vital tools to resist the negative consequences of tech hype.
• The cost of hype is not only misallocated capital, but also regulatory capture, labor exploitation, political manipulation, and persistent digital colonialism.
• The work of Hype Studies is just beginning, aiming to empower communities, policymakers, and journalists to see hype—and its hidden programs—for what it is.

For more on hype studies or upcoming articles referenced in this episode, visit techpolicy.press.