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The End of Pre-Training Era Begins
- Pre-training as we know it will end due to the finite nature of data and the challenge of data scarcity.
- Foundational models rely on pre-training scaling for improvements, but there are diminishing returns.
- The lack of critical details about advanced pre-training models hinders clear assessment of its limits.
- The future of AI will focus on agents, synthetic data, and inference-time computing.
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