
Help companies to Built & Implement #AI | R&D SaaS for Autonomous-as-a-Service, Intelligence-as-a-Service, WebX.0 | 2XFounder, Author, Inventor, Speaker, Mentor
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Joined October 2018
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I do not know what I may appear to the world, but to myself I seem to have been only like a boy playing on the seashore, diverting myself in now and then finding a smoother pebble or a prettier shell than ordinary, whilst the great ocean of truth lay all undiscovered before me.
Eighteen years to climb this curve.
Calculus, Data structures. System design patterns. The ML math by hand.
One sentence to fall off it.“why not just vibe code it.”
Felt pointless.
Prompting is the consumer end of AI.
Starting today, would you still grind the fundamentals?
The real danger isn't that Al becomes human. The real danger is that humans stop thinking and allow machines to do their thinking for them.
The biggest illusion about Al is not believing it will change the world, but believing humanity will react to it in one single predictable way.
A tech company led by people who don't understand the technology is not a tech company. It's a sales organization.
AI for good is not inevitable. AI for good can only be stewarded by the way that we structure them in systems, the way that developers use them, the way that we build guardrails and laws around them.
The generation that refused to accept cookies, is now giving Al access to their desktops, and bank accounts.
𝗧𝗵𝗲 𝘀𝗮𝗺𝗲 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻 𝘁𝗵𝗮𝘁 𝗳𝗼𝘂𝗴𝗵𝘁 𝗮 𝗰𝗼𝗼𝗸𝗶𝗲 𝗯𝗮𝗻𝗻𝗲𝗿 𝗷𝘂𝘀𝘁 𝗴𝗮𝘃𝗲 𝗮𝗻 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁 𝘁𝗵𝗲 𝗸𝗲𝘆𝘀 𝘁𝗼 𝘁𝗵𝗲𝗶𝗿 𝗳𝗶𝗹𝗲𝘀.
Understanding AI Atrophy, When The Tool Uses Us.
AI Atrophy does not mean AI makes people “stupid.” It means repeated delegation of cognitive effort can weaken skills that are no longer exercised. Used well, AI is a scaffold. Used passively, it becomes a crutch.
Your AI is lying to your face, And it's doing it on purpose.
linkedin.com/pulse/ai-sycoph…
#AISycophancy
🧠 When you rely on AI too much: → You stop struggling (where real insight comes from) → You accept first answers without questioning → You build faster, think shallower.
⚠️ AI gives answers. Not judgment. 💡⚡
Anthropic just released a fascinating study on WHICH JOBS AI IS ACTUALLY REPLACING and which ones it’s merely assisting.
Can you think of an answer?
Name a word that can be read the same upside down if it’s typed in all capital letters…













