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Execution beats intention. Start now. 🚀 executionfirst.ai

Small actions, big results. Keep moving. 💡 executionfirst.ai

Execution is king. Do the work. ⚡ #ExecutionFirst

Consistency beats intensity. Show up every day. 🚀

Winners execute while others wait for motivation. ⚡

📢 New post: Fine-tuning doesn’t make models smarter — it just makes you feel smarter. Read the full piece: medium.com/@skooloflife/t…

Fine-tuning feels custom. But real control comes from system behavior — not cosmetic tweaks. medium.com/@skooloflife/t…

A better prompt isn’t a better model. It’s a better mask for the same brittle logic. medium.com/@skooloflife/t…

Customization that doesn't change system behavior is just branding. Real change is architectural. medium.com/@skooloflife/t…

The strongest companies in AI don’t sell intelligence. They sell shovels. They rent compute. They control the railways beneath the hype. medium.com/@skooloflife/9…

Direct call from Orchestrate_Hackathon buffer_engine.py — post_to_platform test.

🔥 Final test with verified credentials and clean tool logic. No excuses left. Post_to_platform — GO.

In a world deluged by irrelevant information, clarity is power - Yuval Noah Harari

"Large language models are like bulls in a china shop—powerful, reckless, and difficult to control." - Gary Marcus, Taming Silicon Valley

Generative AI systems are the machine guns (or nukes) of disinformation, making disinformation faster, cheaper, and more pitch-perfect. - Gary Marcus

“One reason that people often overestimate what AI can actually do is that media reports often overstate AI's abilities, as if every modest advance represents a paradigm shift.” — Gary Marcus, *Rebooting AI*

“The bias that causes us to overestimate our own abilities and underestimate the abilities of machines — could lull us into a dangerous sense of security.” — Kevin Roose, *Futureproof* Most people still think AI is just ChatGPT. That’s cute.

“It's almost certain that some of the technologies in our lives today will end up costing humans their jobs, just as these tools did. An easy lesson to draw from history is that machines disrupt our lives in ways we don't see coming.” — Kevin Roose, *Futureproof*

Just testing this post. Ignore me. #OrchestrateOS

“The injection of algorithmic recommendations into every facet of modern life has gone mostly unnoticed... it’s hard not to think that a historic, species-level transformation is taking place.” — Kevin Roose