Berdia Qamarauli

Co-Founder & CEO of Artisio and Centigen AI. Entrepreneur. I believe that anything in this life is possible as long as you have a desire to achieve it.

[Berdia Qamarauli @BQamarauli]

Why Enterprise AI Agents Fail: The $1.8M Amazon Token Trap (And How to A... https://t.co/m2aViQDPnr via @YouTube

[Berdia Qamarauli @BQamarauli]

@BBCNews could someone explain me why BBC is showing live stream of 9th of May Putin’s parade live on BBC?!!! The parade of the dictator who used chemical weapons on the UK soil and killed innocent UK citizens. Who started the biggest war in Europe since WW 2. Shame on you!

[Berdia Qamarauli @BQamarauli]

When I asked them to deliver me another car to replace it because it’s not safe to drive it, the customer service just hang up on me.

[Berdia Qamarauli @BQamarauli]

@DollarCars I just experienced the worst customer service from you in Dubai. You delivered a car which has tire pressure problem indicator and keyless indicator flashing and navigation not working. Now customer service wants me to deliver this unsafe car to DXB3 to replace it.

[Amjad Taha أمجد طه @amjadt25]

If you stand with the UAE- REPOST now. Share the picture.Stand against the Islamic regime in Iran. Stand with humanity. Stand with civilization against darkness, against backwardness. Choose your side. Silence is not neutral.

[Berdia Qamarauli @BQamarauli]

The Double Agent Risk: Why Your AI Agents Need Executive Governance. https://t.co/1AujjkFLzA via @YouTube

[Berdia Qamarauli @BQamarauli]

AI agents with unmanaged authority are a threat. #business #ai #governance https://t.co/K8YECQIoJA via @YouTube

[Berdia Qamarauli @BQamarauli]

AI Success Through Alignment and Governance. https://t.co/Y9K7b6v3jV via @YouTube

[Berdia Qamarauli @BQamarauli]

Governance vs. Bureaucracy in AI Deployment. #ai #podcast #governance https://t.co/oYPAFpdTJc via @YouTube

[Berdia Qamarauli @BQamarauli]

Why AI Fails in Companies, And What Actually Works. https://t.co/NwaRZWBurC via @YouTube

[Berdia Qamarauli @BQamarauli]

Successful organisations build structure before scale when deploying AI.... https://t.co/HHLtOIRZQ8 via @YouTube

[Berdia Qamarauli @BQamarauli]

@saif_aldareei 🇦🇪❤️We stand together.

[Berdia Qamarauli @BQamarauli]

The race continues.

[Hasan Toor @hasantoxr]

🚨 Alibaba just quietly dropped a vector database that destroys Pinecone, Chroma, and Weaviate.

It's called Zvec and it runs directly inside your application no server, no config, no infrastructure costs.

No Docker. No cloud bills. No DevOps nightmare.

Built on Proxima, Alibaba's battle-tested vector search engine powering their own production systems at scale.

The numbers don't lie:
→ Searches billions of vectors in milliseconds
→ pip install zvec and you're searching in under 60 seconds
→ Dense + sparse vectors + hybrid search in a single call

And it runs everywhere:
→ Notebooks
→ Servers
→ Edge devices
→ CLI tools

100% Opensource. Apache 2.0 license.

This is the vector DB the RAG community has been waiting for production-grade performance without the production-grade headache.

Link in the first comment 👇

[Berdia Qamarauli @BQamarauli]

You’re not failing. The system is.

What you’re describing isn’t an AI problem.

It’s an execution architecture problem.

Boards approved AI budgets based on productivity projections.

But nobody installed a governance layer between the spending and the outcome.

So what happened?

-Technology was purchased
-Licenses were deployed
-Pilots were announced
-Narratives were maintained

But no one redesigned workflows, no one, redefined KPIs. No one changed incentives.

That’s why 95% of projects return zero.

Because AI doesn’t produce ROI by existing.

It produces ROI when it replaces, augments, or eliminates a measurable workflow.

And most organizations never get that far.

They stop at:

“Enable Copilot.”
“Train employees.”
“Encourage experimentation.”

That’s not transformation.
That’s software distribution.

[Berdia Qamarauli @BQamarauli]

AI is shifting the cyber security industry.

PentAGI overview https://t.co/KKJ1AQi5rt via @YouTube

[Berdia Qamarauli @BQamarauli]

This is BIG!

[Google Labs @GoogleLabs]

Today, we’re introducing Pomelli’s latest feature update, ‘Photoshoot’

With Photoshoot, you can start from a single image of your product and easily create high quality, customized product shots to elevate your marketing.

Available free of charge in the US, Canada, Australia & New Zealand! Get started with Pomelli today at https://t.co/SbeT00ToNx

[Berdia Qamarauli @BQamarauli]

https://t.co/YHa6oSsaXR

[Berdia Qamarauli @BQamarauli]

Filmings have started and my YouTube channel will be launched very soon 🎥

[Berdia Qamarauli @BQamarauli]

@steipete Agree. It’s just a matter of time. I don’t really see the future in apps.

[Berdia Qamarauli @BQamarauli]

OpenAI acqui-hires OpenClaw creator Peter Steinberger.

This isn’t just a talent grab. It’s a strategic pivot signal.

OpenClaw hit 180K GitHub stars, went viral globally (even Baidu is integrating it), and proved that users want AI agents not just chatbots.
What it means for you as an end user:
-OpenClaw remains open source via a foundation, community innovation doesn’t die
-OpenAI gets the architect of the hottest agent framework to build “the next generation of personal agents” (Altman’s words)
-Expect ChatGPT to evolve from “answer engine” to “action engine” managing tasks, apps, and workflows autonomously.

The AI race just shifted from “best model” to “best agent.” And OpenAI just bought its ticket to lead.

[Sam Altman @sama]

Peter Steinberger is joining OpenAI to drive the next generation of personal agents. He is a genius with a lot of amazing ideas about the future of very smart agents interacting with each other to do very useful things for people. We expect this will quickly become core to our product offerings.

OpenClaw will live in a foundation as an open source project that OpenAI will continue to support. The future is going to be extremely multi-agent and it's important to us to support open source as part of that.