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Scale and Simplicity Unite for Breakthroughs
OpenAI shifted its focus from initial project failures to tackling complex problems, like Dota, realizing that success stemmed from scaling simple solutions rather than complex algorithms. This understanding coincided with a breakthrough in predicting internet language, leading to the insight that combining scalable approaches with effective language models could create powerful general-purpose tools. Thus, they developed large language models, culminating in the creation of GPT-2.