Developers in the Dark Forest - Sergès Goma - NDC Oslo 2026

Developers in the Dark Forest - Sergès Goma - NDC Oslo 2026

Title history
  • Developers in the Dark Forest - Sergès Goma - NDC Oslo 2026 — observed on 20261030-1154 UTC (YouTube)

by Sergès Goma · View the channel on PSI

Humanities, Social Sciences & Thought Computing & Cybersecurity UComputing and Information TechnologyURComputer security
🎙 Sergès Goma 👥 230K 📅 October 7, 2026 ⏱ 58 min 👁 2K 📄 expert opinion 🧭 2026-10-30
Available in: English (current) Français

Keywords

dark forestdead internetAIStack Overflowbehavioral surplusCambridge Analytica

Summary

In this talk, Sergès Goma explores the decline of public developer platforms and the retreat of developers into private spaces, framing this phenomenon through the ‘dark forest theory’ and the ‘dead internet theory.’ He begins with a personal anecdote about replacing human advice with AI, leading to a discussion of a study showing that medical professionals rate AI answers as more empathetic and useful than human ones. He then details the demise of Stack Overflow, attributing it to AI-driven answers and the platform’s licensing of its data to AI companies. Goma traces the historical commodification of the internet, from the first banner ad and cookies to the rise of behavioral surplus as described by Shoshana Zuboff, using Facebook and Cambridge Analytica as examples of how data is used to manipulate behavior. He highlights how AI now trains on user-generated content, creating a feedback loop that produces ‘AI slop’ and threatens to drown out human voices. Drawing an analogy with algae blooms that kill lakes, he warns of a ‘dead zone’ on the internet. He concludes by urging developers to find ways to connect authentically despite the hostile environment.

188 words

Critical Evaluation

Value of the Information & Strength of the Argument

The talk’s value lies in its synthesis of several theories and real-world examples to explain the current state of the developer internet. Goma effectively connects the personal experience of decreased human interaction with broader systemic changes, such as advertising-driven capitalism and AI-generated content. His argumentation is compelling, using a narrative style that makes complex ideas accessible. However, it lacks deep empirical evidence beyond a single cited study and relies heavily on anecdotal observations. The reasoning is logical and persuasive, but not all claims are rigorously backed with citations.

Scientific Rigor, Source Quality, Title Accuracy

The speaker references a few key sources, including a study on AskDocs, Shoshana Zuboff’s concept of behavioral surplus, and the Cambridge Analytica scandal, but he does not provide explicit citations or URLs during the talk. The conference description includes only links to NDC conferences, which are not directly related to the content. The title is highly relevant and accurately captures the central theme. While the talk is thought-provoking, the lack of precise sourcing lowers its scientific rigor, though it does not undermine the overall argument.

188 words

Title / Content Match

The title accurately reflects the content: the speaker discusses the dark forest theory applied to the internet and how developers have retreated to private spaces.

Quality & Reliability

6/10

The talk presents well-known concepts (dark forest theory, dead internet theory, behavioral surplus) and references a specific study on AI vs human medical answers, but does not provide precise citations or links to primary sources during the presentation. The speaker relies on personal anecdotes and analogies, making the talk engaging but not rigorously sourced.

Key Moments

Markers derived by PSI from the transcript: the creator did not define chapters.

Cited Sources

  • NDC Conferences — Official website of NDC conferences where this talk was recorded.
  • NDC Oslo — Official website of NDC Oslo 2026, the event where this presentation was given.

Concurring Sources

External References

Contribution & Novelties

The talk provides a fresh perspective by applying the dark forest theory from Liu Cixin’s novel to the developer internet, connecting it with the dead internet theory and the history of behavioral surplus. Goma’s personal narrative makes the abstract concepts tangible, and his analogy of algae blooms to describe the degradation of online spaces is memorable. He also highlights the role of AI in accelerating this process, which is a timely observation.

Pour aller plus loin :

  • Dark forest hypothesis — Explanation of the theory as applied to the universe and its adaptation to the internet.
  • Dead Internet theory — Overview of the conspiracy theory that online content is increasingly bot-generated.
  • Behavioral surplus — Shoshana Zuboff’s concept of behavioral surplus and its implications for data exploitation.
  • Cambridge Analytica — Details on the scandal that used behavioral data for political manipulation.

140 words

Radar Profile

The radar profile shows a talk that is information-rich and engaging, with moderate technical depth and reliability. The scores suggest that while the speaker covers a wide range of topics effectively, the lack of precise citations and the reliance on anecdotal evidence slightly lower the overall reliability.

Reliability 6/10