Xiaofei Du 杜笑菲 🦄
@xiaofei_instill
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Founder & COO @instill_tech | Building AI, trusted by knowledge workers | ➡️ Join our early access: https://t.co/Re7LdfPOrq
London
Joined May 2012
RT @pinglin02: 🚨 Instill Agent is now in private beta!. Building multi-agent LLM systems? Observability is key — and hard. We baked OpenTe….
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RT @instill_tech: How is Instill AI different from other #AI chat assistants?.- Persistent knowledge.- AI workflow automation.- Customizabl….
gamma.app
Instill AI - Your AI Agent that Organizes & Finds Knowledge Structure, connect, and uncover knowledge—making it searchable and analyzable automatically.
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LLMs lack real opinions—no self-awareness, subjectivity, or growth. Their “insights” are just patterns & context guesses, not true understanding. Even with perfect memory, they’d mimic, not judge. So, without needing LLMs to have “souls,” what memory features can we build?.- How.
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Andrej says “New Chat” forces LLMs to clear their context to patch these flaws—it’s a compromise for tech limits. But we need better memory, not resets. I’m all in 🙌. Think about a friend who’s known you 3 years—they reflect, grow, & evolve from your chats. LLMs? They might.
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LLM context lengths are skyrocketing—GPT o1 has 128K, Claude 3.5 Sonnet 200K, Gemini 1.5 Pro hits 2M. In theory, they can handle tons of info. But in reality:.- Responses slow down with massive contexts.- Accuracy dips—LLMs get confused, forgetful, or “dumber” as attention (LLM’s.
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Why do ChatGPT, Grok, & Perplexity all have a “New Chat” design? Is it necessary or just lazy?. Let’s dive into LLMs & memory! #AI #LLM.
When working with LLMs I am used to starting "New Conversation" for each request. But there is also the polar opposite approach of keeping one giant conversation going forever. The standard approach can still choose to use a Memory tool to write things down in between.
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RT @instill_tech: So much video, so little time!. Instill AI - a new personal #AI assistant can load 100s of videos and allow you to search….
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AI for Legal!.
Introducing Instill AI for Legal! ⚖️.A new AI tool for legal pros. Use AI to organize, extract, draft legal docs:.Contracts, Case materials (even video), Due diligence, IP. In beta now. Check it out for free; let us know what you think!.
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Fed up with ChatGPT’s one-off analysis or NotebookLM’s tiny scope? Big docs, structure, deep insights—brutal hurdle. Built @instill_tech's Early Access beta to turn PDFs/Word/PPT into clear tables for easy analysis. Who’s stuck too? DM me.
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Heard Gamma almost died, then pivoted to AI slides. Cool story 🔥. I’m late to it—how’s it for you? Share tips!. #Gamma #Productivity #Entrepreneurship.
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First time using Gamma. Made this: Needed a slick product deck FAST for a client pitch ⚡. Gamma + ChatGPT got me a draft in minutes. Thoughts?. #Gamma #AITools #Productivity.
gamma.app
Instill AI - Your AI Agent that Organizes & Finds Knowledge Structure, connect, and uncover knowledge—making it searchable and analyzable automatically.
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RT @instill_tech: Sr. AI Engineer, George Strong explains how #Test_Time_Compute has disrupted AI:.- Enabling #LRMs from @deepseek_ai to a….
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RT @instill_tech: What’s the worst OCR challenge you’ve seen? 😬 Poor exposure? Hand-written?. Instill AI can understand the worst of them!….
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Sign up today!.
Still manually cataloging, summarizing, analyzing PDFs? Videos? Emails? Web pages?. Try 🧠AI automation🧠! Instill AI automates content processing workflows. No coding required! 1000s of docs, any kind. Try it for free!
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Chatty AI like ChatGPT or Perplexity is slick for quick answers, but when it comes to wrangling documents for real knowledge work? It’s a mess—lost context, no organization, just a pile of digital scrap paper.
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