Google went from being "disrupted" by ChatGPT, to having the best LLM as well as rivalling Nvidia in hardware (TPUs). The narrative has change

u/No_Turnip_1023 · Reddit — r/ValueInvesting · January 14, 2026 at 05:49 · ⬆ 185 pts · 💬 37 comments  | View on Reddit ↗
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Author argues Google's narrative has flipped from AI-disrupted to AI-leader thanks to Gemini 3 and TPU hardware, making it the best-positioned company in the AI era.

GOOGL — LONG The author argues Google has transformed from being seen as disrupted by ChatGPT into the best-positioned company in the AI era, with the best LLM (Gemini 3) and TPU hardware rivalling Nvidia. The mechanism is that Google's ad revenue was threatened by LLMs eating market share, but Gemini 3 and TPUs used for training it reversed the narrative. The catalyst is the narrative shift over the past year, with the author noting the public perception change. No specific risk is stated.

Google went from being "disrupted" by ChatGPT, to having the best LLM as well as rivalling Nvidia in hardware (TPUs). The narrative has change

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u/No_Turnip_1023 Reddit r/ValueInvesting
Google best positioned in AI era
The author argues Google has transformed from being seen as disrupted by ChatGPT into the best-positioned company in the AI era, with the best LLM (Gemini 3) and TPU hardware rivalling Nvidia. The mechanism is that Google's ad revenue was threatened by LLMs eating market share, but Gemini 3 and TPUs used for training it reversed the narrative. The catalyst is the narrative shift over the past year, with the author noting the public perception change. No specific risk is stated.
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