SIGNALAI·Jun 11, 2026, 4:00 AMSignal75Medium term

Irresponsible AI: big tech's influence on AI research and associated impacts

Source: arXiv cs.AI

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Irresponsible AI: big tech's influence on AI research and associated impacts

arXiv:2512.03077v2 Announce Type: replace-cross Abstract: The accelerated development, deployment and adoption of artificial intelligence systems has been fuelled by the increasing presence of big tech in the AI field. This trend has been accompanied by growing ethical concerns and intensified societal and environmental impacts. This position paper argues that irresponsible AI development is strongly driven by big tech's influence and involvement in the field. First, we examine the growing and disproportionate influence of big tech in AI research and argue that its drive for scaling and genera

Why this matters
Why now

The accelerating development and deployment of AI, largely driven by major tech companies, has reached a point where its ethical and societal implications are becoming undeniable and subject to academic scrutiny.

Why it’s important

This paper highlights the growing concentration of power and influence of big tech in determining the trajectory of AI, which has significant implications for global governance, ethical standards, and innovation ecosystems.

What changes

The critical examination of big tech's role in AI development shifts the focus from purely technical advancements to broader accountability and the potential for a more democratized or regulated future for AI.

Winners
  • · AI ethics researchers
  • · Regulatory bodies
  • · Smaller AI startups focusing on ethical AI
  • · Open-source AI foundations
Losers
  • · Lobbying efforts by big tech
  • · Unregulated AI development
  • · Big tech companies operating without significant oversight
Second-order effects
Direct

Increased scrutiny and public debate over the ethical implications of AI development led by large corporations.

Second

Potential for new regulations or international agreements curbing the unchecked influence of big tech in AI.

Third

Shift in AI funding and research priorities towards more responsible and transparent development practices, potentially fostering specialized innovation.

Editorial confidence: 90 / 100 · Structural impact: 65 / 100
Original report

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Read at arXiv cs.AI
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