O ALGORITMO sabe mais sobre o SEU FILHO do que VOCÊ - Starti Cast #11

O ALGORITMO sabe mais sobre o SEU FILHO do que VOCÊ - Starti Cast #11

Does the ALGORITHM know more about YOUR CHILD than YOU DO? - Starti Cast #11

by Fernando Lino · View the channel on PSI

Humanities, Social Sciences & Thought AI & Society UBDigital and Information technology: general topicsUBJDigital and information technologies: social and ethical aspects
🎙 Fernando Lino 👥 34K 📅 October 12, 2026 ⏱ 41 min 👁 58 📄 interview 🧭 2026-10-15
Available in: English (current) Français

Keywords

algoritmocriançassaúde mentalengenharia de retençãoletramento digital

Summary

This episode of Starti Cast features Fernando Lino, a researcher and author, discussing how algorithmic platforms like TikTok and YouTube exploit children’s vulnerabilities. His field research across Brazil revealed that children as young as 10 are already influenced by sexualized content, and many feel closer to influencers than to their own families, a phenomenon called parasociality. Lino explains that big tech uses engagement engineering to make products addictive, especially targeting children who lack self-regulation. He argues that the ‘digital native’ myth is false: being able to swipe a screen doesn’t make a child tech-savvy, just a vulnerable consumer. The conversation covers the responsibility of schools versus families, noting that the new Brazilian Digital ECA law does not mention schools, and that parents often lack digital literacy themselves. Lino mentions the Australian ban on social media for under-16s, and how many children still accessed it through family. He advocates for ‘digital literacy’ and ‘maker culture’ to turn passive consumers into creators. The episode concludes with practical advice for families, emphasizing that how to give a smartphone is more important than when.

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Critical Evaluation

Value of the Information & Strength of the Argument

The value lies in concrete field data and personal anecdotes that illustrate the real impact of algorithmic design on children. The argumentation is strong on the social and psychological consequences, explaining concepts like dopamine hacking and parasocial relationships with clear examples. However, the speaker sometimes generalizes from limited evidence, and the distinction between correlation and causation could be clearer. Still, the logical flow is coherent, and the call for a balanced approach between fear and practical digital education is well-founded.

Scientific Rigor, Source Quality, Title Accuracy

The speaker showcases his research background, mentioning a master’s degree and a national field study, which lends scientific credibility. He references the Brazilian Digital ECA law and the Australian regulatory action, but provides no direct citations or links to external studies. The description only links to his own project ‘Guardião Digital’. The title exaggerates the ‘algorithm knows more’ claim, but the content genuinely explores this theme. The audience feedback is minimal, but the single like suggests a small engaged viewership.

175 words

Title / Content Match

The title is catchier than the content, which covers a broader spectrum of digital well-being for children, not just algorithmic knowledge. Still, the core message aligns well with the episode's main theme.

Quality & Reliability

8/10

The speaker is a researcher with a master's degree, author of the book 'Xarope Digital', based on field research conducted across Brazil. He presents concrete examples and references to digital retention engineering, parasociality, and the Brazilian Digital ECA law, lending high credibility. However, the format is a conversational podcast with limited external source verification.

Chapters

Cited Sources

  • Guardião Digital - Família Guardiã — Project offered by the interviewee to help families with digital security and education.
  • Instagram de Fernando Lino — Social media profile of the interviewee, where he shares content about digital well-being.
  • Instagram do Starti Cast — Official Instagram page of the podcast, where episodes are promoted.

Contribution & Novelties

The episode brings an original Brazilian perspective on the impact of algorithmic design on children, backed by a field research involving interviews with children, parents, and educators. It debunks the ‘digital native’ myth and introduces practical concepts such as ‘digital literacy’ and ‘maker culture’ as solutions, blending psychological insights with concrete actions for families. The focus on the Brazilian context, with its social inequalities, adds a layer often missing in global discussions.

Pour aller plus loin :

  • Dopamine — Central to the ‘dopamine hack’ concept discussed, explaining the neurotransmitter’s role in reward-seeking behavior.
  • Persuasive technology — Relevant to the ’engineering of retention’ as it covers how technology is designed to change behavior.
  • Digital well-being — Directly related to the episode’s theme on managing screen time and mental health.

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Radar Profile

The scores are balanced, with slightly higher values in information quantity and quality, reflecting a well-researched but not overly technical discussion. The technical level is moderate, making it accessible to a general audience while still providing depth through examples.

Reliability 8/10