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𝗧𝗵𝗲 𝟱 𝗔𝗜 𝗺𝗼𝗱𝗲𝗹𝘀 𝘁𝗵𝗮𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝘀𝘁𝘂𝗰𝗸 𝘄𝗶𝘁𝗵 𝗺𝗲 𝗿𝗶𝗴𝗵𝘁 𝗮𝗳𝘁𝗲𝗿 𝗹𝗮𝘂𝗻𝗰𝗵 (𝗻𝗼𝘁 “𝗯𝗲𝘀𝘁,” 𝗷𝘂𝘀𝘁 𝘂𝗻𝗳𝗼𝗿𝗴𝗲𝘁𝘁𝗮𝗯𝗹𝗲): • Claude 3.5 Sonnet – balanced, smooth, felt almost human. • o3 – search + s

⚠️ 𝗕𝗥𝗘𝗔𝗞𝗜𝗡𝗚: The most 𝘂𝗻𝗱𝗲𝗿𝗿𝗮𝘁𝗲𝗱 𝗶𝗻𝘃𝗲𝘀𝘁𝗺𝗲𝗻𝘁 isn’t in 𝘴𝘵𝘰𝘤𝘬𝘴, 𝘤𝘳𝘺𝘱𝘵𝘰, 𝘰𝘳 𝘳𝘦𝘢𝘭 𝘦𝘴𝘵𝘢𝘵𝘦… ... 𝗜𝘁’𝘀 𝘆𝗼𝘂𝗿 𝗵𝗮𝗯𝗶𝘁𝘀. 🎯 Think about it — 𝘵𝘩𝘦 𝘴𝘮𝘢𝘭𝘭 𝘥𝘢𝘪𝘭𝘺 𝘢𝘤𝘵𝘪𝘰𝘯𝘴 𝘺𝘰𝘶 𝘵𝘢𝘬

𝗬𝗼𝘂𝗿 𝗣𝗶𝘁𝗰𝗵 𝗗𝗲𝗰𝗸 𝗜𝘀𝗻’𝘁 𝗔𝗯𝗼𝘂𝘁 𝗬𝗼𝘂 — 𝗜𝘁’𝘀 𝗔𝗯𝗼𝘂𝘁 𝘁𝗵𝗲 𝗣𝗿𝗼𝗯𝗹𝗲𝗺. Most early founders (me included!) make this mistake: They spend 70% of the pitch deck talking about themselves or the product. If you’re a first-t

𝗔𝗜 𝗶𝘀 𝗻𝗼𝘁 𝗮 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻 𝗳𝗼𝗿 𝗲𝘃𝗲𝗿𝘆 𝗽𝗿𝗼𝗯𝗹𝗲𝗺 !! 𝗞𝗹𝗮𝗿𝗻𝗮 𝗢𝘃𝗲𝗿𝘃𝗶𝗲𝘄 : Founded in 2005, Sweden by Sebastian Siemiatkowski, Niklas Adalberth, and Victor Jacobsson. A fintech company offering Buy Now, Pay Later (BNP

𝗜𝗻𝗱𝗶𝗮𝗻 𝗙𝗼𝘂𝗻𝗱𝗲𝗿𝘀 𝗔𝗿𝗲 𝗦𝗹𝗲𝗲𝗽𝗶𝗻𝗴 𝗼𝗻 𝗮 $𝟭𝟬𝗠 𝗔𝗜 𝗚𝗼𝗹𝗱𝗺𝗶𝗻𝗲 Right now, 𝐬𝐨𝐥𝐨 𝐟𝐨𝐮𝐧𝐝𝐞𝐫𝐬 in the US are launching AI startups. They are scaling to $𝟏𝟎𝐌 𝐀𝐑𝐑 𝐢𝐧 𝐦𝐨𝐧𝐭𝐡𝐬 —with teams of less than 𝟏�

𝗪𝗵𝘆 𝗠𝗲𝘁𝗮 𝗢𝗽𝗲𝗻-𝗦𝗼𝘂𝗿𝗰𝗲𝘀 𝗜𝘁𝘀 𝗔𝗜 𝗠𝗼𝗱𝗲𝗹𝘀 — 𝗔𝗻𝗱 𝗪𝗵𝗮𝘁 𝗜𝘁 𝗧𝗲𝗮𝗰𝗵𝗲𝘀 𝗨𝘀 𝗔𝗯𝗼𝘂𝘁 𝗣𝗼𝘄𝗲𝗿 𝗶𝗻 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 Meta (Facebook’s parent company) does something most AI companies don’t: 𝐈𝐭 𝐠𝐢𝐯𝐞𝐬 𝐚𝐰𝐚�

👉 Follow || 🔖 Bookmark || 💭 Comment down your thoughts ||---------- . 𝗙𝗶𝘃𝗲 𝗨𝗻𝗰𝗼𝗺𝗺𝗼𝗻 𝗧𝗶𝗽𝘀 𝘁𝗼 𝗤𝘂𝗶𝗰𝗸𝗹𝘆 𝗦𝘁𝗼𝗽 𝗗𝗼𝘂𝗯𝘁𝗶𝗻𝗴 𝗬𝗼𝘂𝗿𝘀𝗲𝗹𝗳 . Doubt can be tough, but here are five ideas that help me overcome it: 𝟭. 𝗗

3 ways how most AI systems are built. I’ve explained each one step-by-step. 1) 𝗧𝗿𝗮𝗱𝗶𝘁𝗶𝗼𝗻𝗮𝗹 𝗔𝗜 (𝘀𝘁𝗲𝗽-𝗯𝘆-𝘀𝘁𝗲𝗽) 1. 𝗦𝗲𝘁 𝘁𝗮𝘀𝗸 – Decide what problem the model should solve. 2. 𝗖𝗼𝗹𝗹𝗲𝗰𝘁 𝗱𝗮𝘁𝗮 – Gather lots of example

How Multi-Agent AI systems actually work? Explained in a very simple way. Read below: -> 𝗧𝗵𝗲 𝗠𝗮𝗶𝗻 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 The main 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 is the 𝗼𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗼𝗿. It has several capabilities: • 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲 – Stores knowledge o

𝗝𝘂𝘀𝘁 𝗳𝗶𝗻𝗶𝘀𝗵𝗲𝗱 𝗔𝗻𝗱𝗿𝗲𝗷 𝗞𝗮𝗿𝗽𝗮𝘁𝗵𝘆’𝘀 𝗯𝗿𝗲𝗮𝗸𝗱𝗼𝘄𝗻 𝗼𝗳 𝘄𝗵𝗲𝗿𝗲 𝗔𝗜 𝗶𝘀 𝗴𝗼𝗶𝗻𝗴. Here's a clear breakdown — no fluff, just what builders need to know: 𝟭. 𝗣𝗿𝗼𝗺𝗽𝘁𝘀 𝗮𝗿𝗲 𝘁𝗵𝗲 𝗻𝗲𝘄 𝗰𝗼𝗱𝗲 We’ve moved