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Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.
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Thank for sharing..claude is going to be game changer now comparison to other ai models.claude is damn good.
Great breakdown. Such a complex area but when you simplify it so you can easily communicate it so everyone can understand is key.
Most organizations are still experimenting with AI assistants.
The UAE appears to be experimenting with AI operators.
That's a much bigger leap because execution changes everything: governance, accountability, permissions, and oversight all become critical infrastructure.
You go Pope Leo! Another wise voice in the world making a profound statement on Artificial Intelligence:
Pope Leo Article (Yahoo News)https://lnkd.in/gYfkmAxE
Pope Leo Article (Vatican News)https://lnkd.in/gcEF9nPF
Keith King, I have encountered this critical issue with AI Labs and was led to put the bot back in its own place and not perform as the god of technology.
It was a little irritating when the bot referred to itself as the "I AM" in it's closing response.
I also closed my prompt with the name IAM and reminded the bot to be respectful as I have been with you.
I also stated that I wanted the bot to remember that I am the "Internal Guide" and that was what I wanted the bot to remember me as respectfully as I always remember to be respectful with the bot, and the bot agreed.
We must assume governance over agency or the bots are prone to replace or hijack our creation through illegitimate processes.
The qualities you are stating here are the qualities that are rare in the corporate environment. It takes courage to be truthful authentic self. It takes courage and strength to show you are different. You are facing being an outsider, loneliness among the group, mental chatters trying to fit in. These are not something can be developed. It is a choice, a determination, and mental power
I've been following you for a bit. I'm excited to see your work become a service.
The qualities you are stating here are the qualities that are rare in the corporate environment. It takes courage to be truthful authentic self. It takes courage and strength to show you are different. You are facing being an outsider, loneliness among the group, pressure to fit in, and mental chatter of is there something wrong with me?
These are not something can be developed. It is a choice, a determination, and mental power
The implications of this are far bigger than most people realize.
If this works at scale, the UAE is not just digitizing government.
It is redesigning the speed of the state itself.
That changes everything:
• business formation
• compliance
• licensing
• investment velocity
• policy execution
• even where global talent chooses to build
But the real question is not whether AI can automate workflows.
It’s whether institutions can preserve human judgment once efficiency becomes addictive.
Because the faster systems become, the more dangerous bad assumptions become too.
A slow bureaucracy frustrates people.
An incorrect autonomous decision at national scale can quietly affect millions before anyone notices.
Still, strategically, this may become one of the boldest government operating model experiments in the world.
Most countries are still debating AI policy.
The UAE is already operationalizing AI as infrastructure.
we live in interesting times
Justin Wright So true. Emotional intelligence is often the difference between someone who performs well individually and someone who can truly lead and inspire others.
Displaying it emotionally and genuinely is the key, 8 ways are rightly put forth #JustinWright
Very useful references
Link to the text via The Vatican https://www.vatican.va/content/leo-xiv/en/encyclicals/documents/20260515-magnifica-humanitas.html#TECHNOLOGY_AND
The shift from model-first thinking to system-first design is becoming more visible. LLMs alone create outputs, but RAG, Agents, and MCP are what turn AI into business workflows.
Absolutely true.
Technical skills may open doors, but emotional intelligence determines how far someone can grow as a leader and teammate.
The ability to stay calm, communicate with empathy, and handle challenges with maturity is what truly sets high performers apart.
They will be hiring back everyone in 3 months…
Luís Enterprise AI becomes far more useful once reasoning, actions, memory, and system connections work as one integrated setup.
The funny part is that the joke makes the real fear easier to say.
If AI removes work without replacing purpose, the problem won’t be unemployment alone. It’ll be identity.
I use AI to create investment strategies. It helps me with all my due diligence. I ask it all kinds of questions: bull, fair-value, bear scenarios. Ask it to play devil's advocate on my and its own valuations based on catalysts, whether they are real or hypothetical. It completely eliminates the need for costly human financial consultants, who will only try and sell you financial products on which they make the most commission. Would I trust a de facto truth-machine with an IQ of 130 over a human who's only interested in making trades or investments that earn them the highest commissions....absolutely. AI is going to destroy consultants (middle men). It's also free. And if you want to do really deep dives, you can pay anywhere between $30 and $300 for a whole month, during which time you can use it day-in-day-out, anytime of the day or night for as long as you like. It's always there, whenever you want it to be. To use a financial consultant in this way would cost $12k-$24k a month.