Data Strategy

data-bottleneck

The Data Bottleneck: Why High-Quality Data is the Real Barrier to AGI

For years, the dominant narrative in AI progress has been a story about compute. More GPUs. Bigger clusters. Larger parameter counts. And to be fair, it has worked — extraordinarily well. The models produced by scaling compute over the past decade have surpassed nearly every prediction made about them. But a quieter problem has been […]

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What is Multimodal AI? And Why Your Training Data Strategy Needs to Evolve

AI is no longer just reading text or looking at pictures. It is doing both at once — and much more. The models making headlines today — from GPT-4o to Gemini to Claude — don’t think in one modality. They see, listen, read, and reason across all of it simultaneously. This shift from single-mode to

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