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@colinbrew Avatar @colinbrew Colin Guilfoyle

Colin Guilfoyle posts on X about llm, qwen, rates, gpt the most. They currently have XXX followers and X posts still getting attention that total X engagements in the last XX hours.

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Followers: XXX #

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Social category influence cryptocurrencies XXXX%

Social topic influence llm 12.5%, qwen 12.5%, rates 12.5%, gpt 12.5%, context window 12.5%, milliontoken 12.5%, token 12.5%, context engineering XXXX%

Top assets mentioned Million (MM)

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Top posts by engagements in the last XX hours

"LLM diagnostics that actually execute instead of just suggesting "I will add logging message at this step" This is how you eliminate the back-and-forth between debugging tools. One API call beats twenty terminal commands when you're fixing production at 2am"
@colinbrew Avatar @colinbrew on X 2025-07-25 15:32:42 UTC XXX followers, XX engagements

"Model-specific quirks emerged: Claude: Conservative abstains when uncertain GPT: Confident but wrong highest hallucination rates Gemini: Starts generating random symbols at XXX words Qwen: "I need to chill out and go to the beach" (actual output) Each family fails differently. 8/12"
@colinbrew Avatar @colinbrew on X 2025-07-24 12:41:57 UTC XXX followers, XX engagements

"🧵 THREAD: The million-token context window is mostly marketing fluff. Here's what actually happens when you feed LLMs long inputs (spoiler: it's not pretty) 👇"
@colinbrew Avatar @colinbrew on X 2025-07-24 12:41:54 UTC XXX followers, XX engagements

"The implications are massive: RAG isn't just nice-to-have it's essential Context engineering context capacity Those "10M token" claims need serious asterisks We need better benchmarks beyond "needle in haystack" The emperor has no clothes folks. 11/12"
@colinbrew Avatar @colinbrew on X 2025-07-24 12:41:58 UTC XXX followers, XX engagements