Beyond the Algorithm – Angie Abdilla on Meditation on Country | Data Dreams: Art and AI

Why It Matters

As AI systems scale, acknowledging their environmental footprint and respecting Indigenous storytelling frameworks are essential to prevent cultural erasure and ensure sustainable, ethical technology development.

Key Takeaways

• LLMs' environmental cost fuels anxiety over sustainable AI development.
• Signal loss in models mirrors extinction of native species.
• Indigenous sky knowledge aligns with astrophysics in evolutionary narratives.
• Oral traditions enforce strict protocols on who may narrate stories.
• Artist urges AI to respect Indigenous storytelling frameworks.

Summary

The video features artist and researcher Angie Abdilla reflecting on her uneasy relationship with large language models (LLMs), foregrounding the environmental toll of training such systems and the ethical dilemmas they raise. She frames the conversation around "lossy"—the degradation of signal quality in AI outputs—as a metaphor for the extinction of native species and the erosion of cultural knowledge.

Abdilla points out that the same data pipelines that produce impressive astrophysical models also overlook Indigenous sky‑knowledge, despite striking parallels in creation narratives. By juxtaposing Western scientific datasets with oral traditions, she highlights how both domains grapple with evolutionary timelines, yet only the latter preserves strict protocols about who may tell the story and how.

She remarks, "Lossy becomes an important critique on the lack of capacities of LLMs in creation," and warns, "I don't ever want to be in a situation where we have to parallel Indigenous"—underscoring her fear that AI could appropriate or dilute Indigenous narratives without respecting their custodial rules.

The discussion signals a call for AI developers to embed sustainability metrics and cultural governance into model design, ensuring that technological advancement does not overwrite ecological balance or Indigenous epistemologies. Integrating Indigenous protocols could foster more responsible, inclusive AI ecosystems.

Original Description

Angie Abdilla’s _Meditation on Country_ brings together AI and Indigenous knowledge systems. Moving between astrophysics and sky stories, the work reflects on what is lost in data and what cannot be translated into algorithms.

See the full documentary on our YouTube channel.

Visit mca.com.au for more.

Credits are in the full film.

#indigenousknowledge #ai #story