Hassan Habib

“Any idiot can build a bridge that stands, but it takes an engineer to build a bridge that barely stands.”

- Unknown

1 week ago | [YT] | 9

Hassan Habib

Every new beginning comes from some other beginning's end

2 weeks ago | [YT] | 41

Hassan Habib

I’ve been thinking a lot about where AI is actually going, beyond models, benchmarks, and demos.

Decentralized compute was the first step for PeerLLM. It proved something important: intelligence doesn’t have to live in massive data centers to be useful.

But compute alone isn’t intelligence.
Intelligence needs data.
It needs memory.
And eventually, it needs direction.

The next phase of PeerLLM focuses on decentralized data, not in the usual sense of “everyone hosts their own dataset,” but in a way where no single entity ever owns the full picture. Data is fragmented, distributed, and only stitched together ephemerally when it’s needed.

Why does this matter?
Because today, creators, professionals, and systems generate enormous value through data, yet rarely retain ownership, attribution, or control. That’s not sustainable, and it’s not fair.

My goal with PeerLLM is bigger than decentralized LLMs. I’m building a decentralized intelligence ecosystem that covers data, decision, and direction, one that can power billions of daily operations while enabling billions of people and systems to participate, earn, and evolve in the AI economy.

I wrote a detailed post outlining this next phase, the challenges we acknowledge, and the architecture behind it.

If you care about ownership, ethics, and the long-term shape of AI infrastructure, I think you’ll find this new phase interesting.

blog.peerllm.com/peerllm/update/2025/12/28/peerllm…

2 weeks ago | [YT] | 19

Hassan Habib

You didn’t fail to learn; you failed to learn in a way that suits you. Most individuals don’t quit because something is too challenging; they quit because the learning method doesn’t align with their personal style.

In the field of software, learning is essential. However, the approach to learning is unique to each person. Discovering your learning pattern can transform your experience and outcomes.

3 weeks ago | [YT] | 23

Hassan Habib

Just released: PeerLLM v0.10.0!
Here's what's new:
0/ New dashboard UI (speed gauge, token telemetry, peer stats)
1/ New logs section
2/ Smart LLM compatibility detection
3/ Fixed GPU monitoring
4/ 60s model-test timeout
5/ Faster startup
6/ Debian + Arch Linux builds
PLUS the new Hosts Portal: hosts.peerllm.com/
Monitor hosts, view network stats, download builds, manage your account.
Check out full release notes here:
blog.peerllm.com/.../12/07/announcing-v0.10.0.html

1 month ago | [YT] | 35

Hassan Habib

PeerLLM v0.9.10 is out.

Highlights:
0/ Local chat with your LLMs
1/ Link Hosts to your PeerLLM account
2/ Monitor all Hosts in one place
3/ Better performance with lower memory use
4/ Full local LLM management

We’re close to the final release.
Over half a million tokens served during testing.

Release notes:

blog.peerllm.com/2025/12/01/announcing-v0.9.10.htm…

1 month ago | [YT] | 19

Hassan Habib

Today I'm announceing PeerLLM v0.7.6!
This version isn’t just an update. It’s a reinvention. Every line of code was re-examined, rebuilt, and re-imagined so PeerLLM can run anywhere Windows, macOS, or Linux with speed, stability, and purpose.


Read the announcement here:
blog.peerllm.com/2025/11/02/announcing-v0.7.6.html

2 months ago | [YT] | 67

Hassan Habib

If you’ve become loyal to a particular technology or stack, you’ve already been played by the corporation that owns it. They’ve hooked you made you dependent on their ecosystem and comfortable within their limits. And now, even when that stack slows you down or blocks your goals, you can’t imagine stepping outside it. That’s the difference between a developer and an engineer. A developer stays within the walls of a stack. An engineer studies the landscape, understands the problem, and chooses the right tool regardless of who made it.

I don't care if you build your software in Java or Python - just build something useful for humanity, it's all binaries at the end.

2 months ago | [YT] | 19

Hassan Habib

How much can you earn running a PeerLLM Host?
Maybe enough to pay for your coffee.
Maybe more.

Here’s the math behind decentralized AI for everyone:

blog.peerllm.com/insights/2025/10/25/economics-of-…

2 months ago | [YT] | 17

Hassan Habib

New on the PeerLLM Blog: PeerLLM Host v0.6.0

Join the decentralized AI movement — see what’s new and how to become a Host.
blog.peerllm.com/releases/2025/10/23/announcing-v0…

#peerllm #llm #ai

2 months ago | [YT] | 20