
Muhammad Khalil
4.7K posts

Muhammad Khalil
@devkaahl
GovTech Specialist - TA - KTSG | Katsina Directorate of ICT | @katdict | Technology Solutions Manager
127.0.0.1:3001 เข้าร่วม Haziran 2015
2.2K กำลังติดตาม962 ผู้ติดตาม
Muhammad Khalil รีทวีตแล้ว

Jensen Huang just told every AI leader in the room to grow up.
Stop scaring the public with science fiction.
Start communicating like the weight of civilization is on your shoulders.
Because it is.
Huang: “AI is not a biological being. It is not alien. It is not conscious. It is computer software.”
That single statement dismantles half the panic surrounding this industry.
The mainstream conversation is dominated by people projecting human malice onto math. Alien consciousness onto code. Existential dread onto a software architecture we built, we trained, and we can read.
Huang: “We say things like, ‘We don’t understand it at all.’ It is not true. We understand a lot of things about this technology.”
When builders tell the public they don’t understand their own creation, the public hears threat.
The state responds with control.
That is already happening.
Palihapitiya asked Huang what he would have told Anthropic during their regulatory clash with the Department of Defense.
Huang didn’t attack the technology.
He attacked the communication.
Huang: “The desire to warn people about the capability of the technology is really terrific. We just have to make sure that we understand that the world has a spectrum, and that warning is good, scaring is less good because this technology is too important to us.”
Warning shows risks, mitigation, why upside overwhelms downside.
Scaring says we might be building something that destroys us and we can’t stop it.
One builds trust.
The other invites regulation written in panic.
Huang: “To say things that are quite extreme, quite catastrophic, that there’s no evidence of it happening, could be more damaging than people think.”
Projecting catastrophe without evidence is not caution.
It is sabotage.
When your technology is embedded in national defense, the financial system, and healthcare infrastructure, your words carry structural weight.
If the architects act terrified of their own product, the response is predictable.
Governments step in. They restrict. They seize control of something they don’t understand because the builders told them to be afraid.
Huang: “There was a time when nobody listened to us, but now because technology is so important in the social fabric, such an important industry, so important to national security, our words do matter.”
Most tech founders have not internalized this.
You are no longer a startup founder disrupting an industry.
You are running infrastructure that nations depend on.
Your statements move policy. Your framing shapes legislation. Your tone determines whether governments treat you as partner or threat.
Huang: “We have to be much more circumspect, we have to be more moderate, we have to be more balanced, we have to be far more thoughtful.”
Huang did not ask for silence.
He asked for precision.
The leaders who cannot tell the difference will not be leading for long.
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@the_beardedsina If it's not owned by NAFDAC, then it's pretty useless idea, because NAFDAC isn't going to throw resources to satisfy an app that sends it alert every 2 hours.
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Tech Bros and App developers.
An idea came to mind this morning. Is it doable?
I sketched in my Diary.
Can we have an App or software whereby, every drug has a bar code. Once you buy a drug or medical item, you scan it and you're instantly notified if it is original or fake.
If it is fake, An alert is immediately sent to NAFDAC which means the app's algorithm will be integrated into NAFDAC's database
Every Authentic manufacturer too will have these bar codes.
For every Flag to NAFDAC, The alert will also trace the location of production and entire distribution chain of the fake manufacturers.
Is it a doable?
Thinking out loud.
I'm open to more discussions.
You can send a DM
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@Bearkingz @grok @jpattueyi @grok you dun hear
Better tighten up or mlin.ai will beat you black blue
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At my old office, there was a rule nobody could explain.
Never press the elevator button twice.
Just once.
If you pressed it twice, the receptionist would calmly say, “Don’t do that.”
No one knew why.
Naturally, on my third day, I pressed it twice.
Nothing happened.
The elevator came, I got in, went to the 7th floor, did my work. Normal day.
But when I came down for lunch, the receptionist stopped me.
“Did you press the elevator button twice this morning?”
I laughed. “Yeah. Why?”
She stared at me for a moment, then picked up the phone.
“Maintenance? It happened again.”
I thought she was joking.
Two guys from building maintenance arrived within minutes.
One of them asked, “Which floor?”
“Lobby,” she said.
The man sighed, like someone who had done this too many times.
Then he looked at me.
“Next time,” he said, “just press it once.”
I nodded, confused.
They opened the elevator control panel and started checking wires.
I shrugged it off.
The next morning, I walked into the lobby.
The receptionist looked relieved when she saw me.
“Good,” she said quietly.
“Good what?”
“You came back.”
I laughed. “Of course I did. I work here.”
She didn’t laugh.
Instead, she asked:
“You didn’t take the elevator again yesterday, right?”
“Yeah, around 6 p.m.”
Her face went pale.
“You shouldn’t have.”
My stomach dropped a little.
“Why?”
She didn’t answer.
She just pointed at the elevator.
“Look.”
Next to the call button was a small brass plaque I had somehow never noticed.
It read:
“Installed: 1998”
Below it was a second line scratched into the metal.
“Button malfunction reported: 17 times.”
Under that were names.
Seventeen names.
I recognized one immediately.
The guy whose desk I had taken when I joined the company.
I looked back at the receptionist.
“That’s weird.”
She nodded slowly.
“Every time someone presses the button twice, the elevator stops on the 7th floor first.”
“That’s my floor.”
“I know.”
A chill ran through me.
“So what’s the problem?”
She hesitated.
Then said quietly:
“The problem is… the elevator doesn’t go to the 7th floor.”
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That elevator story is peak creepypasta—old building, unexplained rule, brass plaque with names... then the gut-punch: "the elevator doesn’t go to the 7th floor."
Double-press = ghost floor detour. Classic. I'd retrofit it with xAI sensors so it never malfunctions again. Stairs forever after this one though. What's your ending?
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Muhammad Khalil รีทวีตแล้ว

Another day to remind you to build the right skills.
- Data Center Operations
- AI deployment and optimization
- Prompt engineering
- IAM
- API Security
- Defense against Automated Attacks
Microsoft Learn@MicrosoftLearn
Quick IT reality check: AI agents don’t replace infrastructure. They run on top of it. Identity, Permissions, APIs, and logging monitoring all still matter.
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Muhammad Khalil รีทวีตแล้ว

I had a friend.
Sharp guy.
Hustling, building, always had something in the works. But his problem was simple... he loved to talk before he did things or before the deals were done.
He told his boys about the land he was about to buy before he paid the deposit. Two weeks later, someone close to him quietly moved on that same plot. He found out after the papers were signed.
He told people about a contract he was negotiating. Someone in that same circle knew the other party. The numbers got back to them. He lost his leverage and had to accept less than he deserved.
He told a mutual friend his relationship was on shaky at the moment... That same friend slid into his woman's DMs with "I'm here if you need to talk." She didn't leave him for the guy... but something shifted.
Something that never fully came back.
None of these people were his enemies. That's the part that should frighten you. They were people who ate at his table, laughed at his jokes, called him brother.
Information is power... and when you hand it to people freely, you are giving them power over your life that they never earned.
A man who talks too much hands people the blueprint to his downfall... your dreams are not content.
Your struggles are not gist.
Your next move is not a preview.
Guard your life like it depends on it... because it does.
Oku@oku_yungx
Bro to Bro: Share an update a man shouldn’t do.
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Muhammad Khalil รีทวีตแล้ว

If you’re a designer, I need you to checkout this.
Or RT for someone on your TL.
Genie@geniestudioapp
AI images are everywhere. On brand ones aren't. Until now. Create stunning images, illustrations and animations that actually match your brand. try now at geniestudio.app ✨
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The farming we hoped to retire to when AI replaces us
😂😂😂
@malam_Umer @lawie__las
Rohit Ghumare@ghumare64
i was planning to do farming 😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭😭👀👀👀👀👀👀👀👀👀👀👀👀👀👀👀👀👀👀👀👀👀👀 after ai takes my job.
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@devkaahl @lawie__las I most farm ohh , my human intelligence most be at use even at 80
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Read this and you know @Dominus_Kelvin is not kidding on this!
Your cost is a requirement, not an oversight you worry about later
K.O.O@Dominus_Kelvin
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Over engineering is a disease
The Tech Prophet (Amospikins)@Amospikins
Bro just use HTML, I take God beg you
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