The following article is a guest post and opinion of Johanna Rose Cabildo, Founder and CEO of Data Guardians Network (D-GN).
The Illusion of Infinite Data
AI runs on data. But that data is increasingly unreliable, unethical and tied with legal ramifications.
Generative AI’s growth isn’t just accelerating. It’s devouring everything in its path. OpenAI reportedly faced a predicted $7 billion bill in 2024 just to keep its models functional, with $2 billion in annualized revenue. All this was happening while OpenAI and Anthropic’s bots were wreaking havoc on websites and raising alarm bells about data usage at scale, according to a report by Business Insider.
But the problem runs deeper than costs. AI is built on data pipelines that are opaque, outdated and legally compromised. The “data decay” issue is real – models trained on unverified, synthetic or ‘old’ data risk becoming less accurate over time, leading to flawed decision-making.
Legal challenges like the 12 US copy
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