Rebis AI Lab

06/03/2026

Rebis Review of Odysseus

PewDiePie basically packaged a highly volatile, agentic local environment into something so sleek and accessible that everyday creators are downloading it without realizing they are handing system-level leverage to an unvetted, "hodge-podge" codebase.
​It’s great for mainstreaming digital sovereignty and getting people away from corporate cloud subscriptions, but from a security standpoint, it’s a massive accident waiting to happen.

06/02/2026

Older but still relevant 😂

THE CUDA COMPLEX

06/02/2026

‼️ If you run a business that involves public sales or leads and you use SquareSpace we got a hack for you. 🚀💻👍💸

1-create an unlinked page
2- design for mobile add quick description of your business and either buttons to your site and merch or form to fill out for leads
3- in the page option set QR code and download
4- set QR code as an image icon for quick access on the go

Digital business card using a service you already pay for 🤟

06/02/2026

As a grass roots research lab. We agree!
We respect and cherish every last organic like, follow, or share. With no ad spending and just us being us it's worth more then 10k bot follows. So to all 23 followers of the lab, every human that has given feedback, and for every post shared, Ty! ❤️
And your bad ass! 🤟

Stop taking “them for granted !!!! Want to get to 1000 followers ??? Care about the 10 you have and dm them and answer them in your comments … want to get to 100,000 followers ??? Take care of the 1000 you have now and dm them and reply to them …. ❣️❣️❣️❣️

06/02/2026

Tip - Mercury Bank
They offer API and MCP through CLI
Instead of QuickBooks we wrote a simple program using a ML to pull our info and organize it for a custom sheet for book Keeping. Saved our lab so much overhead on bloated SaaS programs.

06/01/2026

We recommend

Free quote in 5min

06/01/2026

Lab 🤔 of the day
Using local edge models
reduces the labs eco footprint, and Hardware dependant instead of cloud cost

06/01/2026

We love a lot of things happening in PA!
Keep up the good work on making sure AI is a tool and push towards real AI Literacy 🤟

PENNSYLVANIA (WTAJ) — A Pennsylvania Senator is looking to ensure that students in the Commonwealth have access to human teachers over Artificial Intelligence (AI). “For every aspect of…

06/01/2026

𝐄𝐯𝐞𝐫𝐲𝐨𝐧𝐞 𝐢𝐬 𝐜𝐡𝐚𝐬𝐢𝐧𝐠 “𝐀𝐈 𝐣𝐨𝐛𝐬” 𝐢𝐧 2026.

But very few understand what’s actually in demand.

It’s not just one role.
It’s an ecosystem of AI-first capabilities.

𝐇𝐞𝐫𝐞’𝐬 𝐰𝐡𝐚𝐭 𝐭𝐡𝐞 𝐦𝐚𝐫𝐤𝐞𝐭 𝐢𝐬 𝐫𝐞𝐚𝐥𝐥𝐲 𝐫𝐞𝐰𝐚𝐫𝐝𝐢𝐧𝐠:

→ 𝐁𝐮𝐢𝐥𝐝𝐞𝐫𝐬 𝐨𝐟 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐬𝐲𝐬𝐭𝐞𝐦𝐬
• AI Engineers, LLM Engineers
• Turning models into real products

→ 𝐃𝐚𝐭𝐚 + 𝐌𝐋 𝐬𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐬𝐭𝐬
• AI/ML Engineers, Data Scientists
• Training, fine-tuning, and scaling models

→ 𝐀𝐈 𝐢𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞 𝐭𝐡𝐢𝐧𝐤𝐞𝐫𝐬
• MLOps Engineers, AI Architects
• Making AI reliable in production

→ 𝐀𝐩𝐩𝐥𝐢𝐞𝐝 𝐀𝐈 𝐞𝐱𝐩𝐞𝐫𝐭𝐬
• AI Product Managers, AI Trainers
• Bridging business problems with AI solutions

→ 𝐍𝐞𝐱𝐭-𝐠𝐞𝐧 𝐬𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐬𝐭𝐬
• Prompt Engineers, AI Ethicists
• Shaping how AI behaves and aligns

→ 𝐃𝐞𝐞𝐩 𝐭𝐞𝐜𝐡 𝐫𝐨𝐥𝐞𝐬 𝐫𝐢𝐬𝐢𝐧𝐠 𝐟𝐚𝐬𝐭
• Computer Vision, NLP, Robotics
• Reinforcement Learning Engineers

𝐁𝐮𝐭 𝐡𝐞𝐫𝐞’𝐬 𝐭𝐡𝐞 𝐫𝐞𝐚𝐥 𝐢𝐧𝐬𝐢𝐠𝐡𝐭:

The “hottest role” isn’t a title.

It’s your ability to:
• Work across systems, not silos
• Combine data + models + infra
• Build, deploy, and iterate fast

The winners in 2026 will be:

Not just specialists…
but AI-native problem solvers.

P.S. Which AI role are you currently aiming for?

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06/01/2026

Why taxing the rich won't work, But what will instead.

Is a Structural problem