Reflecting on the last 3 years of the Smartan House.
Three years ago, Smartan House began with a simple but audacious belief: that exceptional young people can emerge from overlooked communities and change the world if someone believes in them first.
Reflecting on the last 3 years of the Smartan House.
Three years ago, Smartan House began with a simple but audacious belief: that exceptional young people can emerge from overlooked communities and change the world if someone believes in them first.
OpenAI may soon show its most powerful AI models to the US government before anyone else
Because the government wants to know what they're capable of before everyone else does.
The White House has reportedly finished designing its frontier AI review process
The next step is working with AI companies on how it will actually operate
The idea isn't to review every chatbot
It's to focus on the the systems that could significantly impact cybersecurity, national security, or critical infrastructure
For years, AI companies largely decided who got early access to their newest models
Employees
Trusted researchers
Enterprise customers
Selected partners
Now the U.S. government could become one of those early reviewers
This wouldn't be the first time Washington has stepped in over advanced AI capabilities
Earlier this year, the U.S. government intervened to halt the release of xAI's Frontier Model 5 ("Fable 5") over national security concerns, marking one of the clearest examples yet that frontier AI is beginning to be treated as strategic infrastructure rather than just another software product
Not to use the models
To understand them
How capable are they?
What dangerous abilities do they have?
Could they discover zero-day vulnerabilities?
Automate cyberattacks?
Help build biological weapons?
Or develop capabilities nobody anticipated?
Those are the questions the review process is meant to answer before the models become widely available
The implementation discussions begin next.
The interesting question isn't whether frontier AI will be evaluated.
It's who gets to access the world's most powerful AI systems before the rest of us do
Twitter will teach you character development. Because there are some ridiculous opinions you will see here that when you think about how much energy you'd burn by interacting and going back and forth, omo you will just choose your peace of mind instead.
Scroll away. Be happy.
@timothy_mukoro@TGNLEAD Hmm, the Christian Army is the only army that shoots and buries its wounded soldiers.
I thought Paul specifically said to restore them back with the spirit of meekness. What happened to that, sir?
IN THE CASE OF ADEFIRE.
This is what HYPERGRACE teaches.
1. His sins have been forgiven once for all.
By Jesus’ blood, he stands holy, blameless and spotless as God’s son.
“For by one offering he hath perfected for ever them that are sanctified.”
Hebrews 10:14 KJV
God rejects his sinful actions and ours, yet God accepts him forever as his son.
He has eternal life and will not perish.
2. God’s Spirit indwells Him forever. Despite His many sins, God remains faithful to him and God’s Spirit is ministering both forgiveness and correction to him.
“And I will pray the Father, and he shall give you another Comforter, that he may abide with you for ever;”
John 14:16 KJV
3. He must be disciplined by gracious people who will not destroy his awareness of God’s love while his sinful proclivities are destroyed.
“Brethren, if a man be overtaken in a fault, ye which are spiritual, restore such a one in the spirit of meekness; considering thyself, lest thou also be tempted.”
Galatians 6:1 KJV
4. He must apologize to the body he represents for misrepresenting godly virtues and bringing disrepute to the ministry.
5. If he has done anything illegal and criminal in the process, the law should take its course and hopefully he learns that actions have consequences on earth!
6. All the ladies involved should please forgive themselves and seek true healing from the Lord.
Men of God can fail, Jesus does not fail.
7. If he is truly repentant and seeks proper guidance, ADEFIRE will yet become all that God has planned for him to be in ministry , God’s light will yet shine through him, he will yet be a voice that blesses many.
God is able to restore and rebuild.
We all need grace, we all need discipline, we all need another chance to show God’s glory.
Amen.🙏
People say Linux when they’re really talking about a full operating system, but technically that’s not exactly accurate
Linux is just the kernel. It’s the core layer that talks to hardware, manages processes, handles memory, and controls how everything runs at a low level
On its own, the kernel isn’t something you can really use like an OS. There’s no terminal commands, no file utilities, no shell, no compilers nothing you’d normally associate with a usable system
That’s where GNU comes in.
GNU provides the user-space tools that sit on top of the kernel:
* the shell (like Bash)
* core utilities (ls, cp, rm, cat)
* compilers and system libraries
* the basic tooling that lets you actually interact with the system
When you combine GNU + Linux, you get what most people casually call a Linux OS
More accurately, many systems are actually GNU/Linux:
* Linux = kernel (the core engine)
* GNU = userland tools (how you interact with it)
* distributions = the full packaged operating system
So Ubuntu, Fedora, Mint, Arch, etc. aren’t just Linux they’re complete systems built on top of the Linux kernel and GNU tools plus a whole ecosystem around them
In short:
Linux alone is the engine.
GNU provides the controls.
Together, they become the operating system people actually use
Toodles this is my repost btw
Google just dropped a full 2 hour free course on agent engineering
It includes:
- building your first agent
- connecting MCP tools
- loop engineering
- graph engineering