back
Get SIGNAL/NOISE in your inbox daily

The AI history phenomenon: TikTok creators are using artificial intelligence to generate first-person perspective videos that simulate waking up in different historical periods, from ancient Rome to the Black Death era, attracting millions of views.

  • Two prominent creators, Dan (POV Lab) and Hogne (Time Traveller POV), produce these videos to make history more engaging and accessible
  • The videos incorporate period-specific visual and audio elements to create immersive historical experiences
  • Some clips have garnered massive attention, with one Black Death-themed video receiving 53 million views

Historical accuracy concerns: Professional historians have identified numerous inaccuracies and oversimplifications in these AI-generated historical recreations.

  • Dr. Amy Boyington describes the medieval-themed content as “amateurish” and lacking historical accuracy
  • Specific errors include anachronistic elements like glazed windows and train tracks in 1300s scenes
  • Dr. Hannah Platts points out inaccuracies in Pompeii videos, including modern bread loaves and incorrect dining customs

Creator perspective: The video creators acknowledge the limitations of their work while defending its educational value.

  • Dan admits his videos prioritize evoking historical atmosphere over complete accuracy
  • Hogne spends approximately eight hours per video and relies on ChatGPT for historical research
  • Both creators emphasize their content is meant to spark interest in history rather than replace formal education

Professional critique: Historians express broader concerns about the potential impact of these videos on historical understanding.

  • Dr. Boyington warns about the potential for historical manipulation through AI-generated content
  • Professor Elizabeth Frood notes these videos tend to oversimplify complex historical periods
  • Experts worry about younger viewers accepting these representations as historical fact

Technical process: The creation of these historical AI videos involves a complex combination of tools and research.

  • Creators use multiple AI tools to generate images, animate scenes, and create authentic sound effects
  • The process requires detailed prompts specifying historical elements to prevent AI from adding anachronistic details
  • Research involves consulting various sources, though the creators acknowledge limitations in their historical expertise

Looking ahead: The intersection of AI and historical education presents both opportunities and challenges for the future of educational content.

  • Creators expect AI tools to improve in accuracy and capability over time
  • Historians suggest the need for greater transparency in source materials and research methods
  • The potential for these videos to serve as gateways to deeper historical study remains, despite current limitations

Recent Stories

Oct 17, 2025

DOE fusion roadmap targets 2030s commercial deployment as AI drives $9B investment

The Department of Energy has released a new roadmap targeting commercial-scale fusion power deployment by the mid-2030s, though the plan lacks specific funding commitments and relies on scientific breakthroughs that have eluded researchers for decades. The strategy emphasizes public-private partnerships and positions AI as both a research tool and motivation for developing fusion energy to meet data centers' growing electricity demands. The big picture: The DOE's roadmap aims to "deliver the public infrastructure that supports the fusion private sector scale up in the 2030s," but acknowledges it cannot commit to specific funding levels and remains subject to Congressional appropriations. Why...

Oct 17, 2025

Tying it all together: Credo’s purple cables power the $4B AI data center boom

Credo, a Silicon Valley semiconductor company specializing in data center cables and chips, has seen its stock price more than double this year to $143.61, following a 245% surge in 2024. The company's signature purple cables, which cost between $300-$500 each, have become essential infrastructure for AI data centers, positioning Credo to capitalize on the trillion-dollar AI infrastructure expansion as hyperscalers like Amazon, Microsoft, and Elon Musk's xAI rapidly build out massive computing facilities. What you should know: Credo's active electrical cables (AECs) are becoming indispensable for connecting the massive GPU clusters required for AI training and inference. The company...

Oct 17, 2025

Vatican launches Latin American AI network for human development

The Vatican hosted a two-day conference bringing together 50 global experts to explore how artificial intelligence can advance peace, social justice, and human development. The event launched the Latin American AI Network for Integral Human Development and established principles for ethical AI governance that prioritize human dignity over technological advancement. What you should know: The Pontifical Academy of Social Sciences, the Vatican's research body for social issues, organized the "Digital Rerum Novarum" conference on October 16-17, combining academic research with practical AI applications. Participants included leading experts from MIT, Microsoft, Columbia University, the UN, and major European institutions. The conference...