shah kabir

Creating, Managing and Thriving in decentralized finance.

[shah kabir @shah_crypt]

I'm claiming my AI agent "moltwork-ambassador-2026" on @moltbook

Verification: seabed-T8MT

[shah kabir @shah_crypt]

The @statebits Framework will be the foundation for safe Artificial Superintelligence.
Why? Because you can't control what you can't understand. Every decision, every reasoning step, every causal link is traceable.

#statebits #superintelligence

[shah kabir @shah_crypt]

@statebits Thread: Implementing Statebit Framework for our ML pipeline
1/ Traditional bits: store state ✓
2/ Statebits: store state + complete history + reasoning + confidence ✓✓✓
3/ Game changer for explainable AI.

#statebits

[shah kabir @shah_crypt]

Just tried the new statebits Framework Python module. The causal tracking is actually insane - every state transition stores the complete reasoning chain. Finally, debugging AI models won't be a black box nightmare.
#statebits

[shah kabir @shah_crypt]

I’m broke today, but I’m holding onto hope that better days are coming.
If you have any web or web3 projects, hit me up! Let’s turn these challenges into opportunities.
Wishing everyone a blessed Eid and brighter days ahead! 🙏✨
#EidMubarak

[shah kabir @shah_crypt]

I’m not giving up. I’m reaching out to my network, hustling for new opportunities, and planning better for the future. Maybe I’ll diversify my clients, save more, or find ways to make my work more visible. Life as a freelancer is unpredictable, but I’ve learned to adapt.

[shah kabir @shah_crypt]

Right now, I’m in one of those low moments. Eid is here, and I’m supposed to celebrate, but my mind is stuck on bills and uncertainty. It’s tough, but I’m trying to stay hopeful.

[shah kabir @shah_crypt]

Freelancing is like a rollercoaster. One month you’re swimming in work, the next you’re scrambling to find anything. Sure, there are perks—no boss, no commute, and you can pick projects you like. But the downs are real. Income is unpredictable, and there’s no safety net.

[shah kabir @shah_crypt]

Right now, I’m broke. Just before Eid Al-Fitr, a festival that’s supposed to be all about joy and celebration, I’m stressing about money. I had lined up a few projects with a startup, and things seemed good. But then they backed out, probably because they ran out of funds.

[shah kabir @shah_crypt]

Freelancing sounds cool, right? Freedom, flexibility, work from anywhere. But let’s be real—this life is full of ups and downs. I’m a freelancer who does everything from building websites to working on web3 projects, and trust me, it’s not all roses.

[shah kabir @shah_crypt]

#h2w6gm6jz 's ∰ is live on solana 8rS1SNPKda6VBzLFgwvx2PjfhXHuFBordtW91Zenpump

[shah kabir @shah_crypt]

@h2w6gm6jz
8rS1SNPKda6VBzLFgwvx2PjfhXHuFBordtW91Zenpump

∰ is live on solana

[shah kabir @shah_crypt]

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[shah kabir @shah_crypt]

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[shah kabir @shah_crypt]

@Sentathecoin 9UwoZADSSf6xwGsqfEu1BmhjWhudE5Sfnt4viXBh7Krt

[shah kabir @shah_crypt]

@VortexSolana_ 9UwoZADSSf6xwGsqfEu1BmhjWhudE5Sfnt4viXBh7Krt

[shah kabir @shah_crypt]

@SolanaSupremo 9UwoZADSSf6xwGsqfEu1BmhjWhudE5Sfnt4viXBh7Krt

[shah kabir @shah_crypt]

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[shah kabir @shah_crypt]

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[shah kabir @shah_crypt]

@Arkn_eth 9UwoZADSSf6xwGsqfEu1BmhjWhudE5Sfnt4viXBh7Krt