Contra - A professional network for the jobs and skills of the future

Contra - A professional network for the jobs and skills of the futureMy latest take on Constrained AI and why EU AI act is perfect fit for

The network for creativity

Join 1.25M professional creatives like you

Connect with clients, get discovered, and run your business 100% commission-free

Creatives on Contra have earned over $150M and we are just getting started

Back to feedPost

Mir Arshad Ali Talpur

pro

• Feb 17

My latest take on Constrained AI and why EU AI act is perfect fit for AI Era, EU may have missed .com era and without a doubt over regulation was weekest point for EU but in AI era , regulation is Strenght . Read my article here

https://www.linkedin.com/pulse/constrained-ai-why-alignment-comes-before-ncp-aai-aipm--w3cne

linkedin.com

Constrained AI: Why Alignment Comes Before Intelligence

Alignment is where most AI systems quietly fail. Not because they lack intelligence, but because they optimize for the wrong objective.

Malick Murtaza

pro

• Mar 15

aivideo aidesignflow freelancerlife

Traditional software follows strict rules. AI works differently. Instead of rules like: IF X THEN Y AI estimates probabilities. "What is the most likely answer?" That shift is what makes modern AI powerful.

3 voted

60%

2 voted

40%

5 votes

Closed

Haris Muneer

pro

• Mar 15

I think there should be a balance of how much description there is to consume. Bite size info like this one is always better in my opinion

Sam Sipasseuth

• Mar 15

A London agency needed to scale output without adding headcount. I designed a multi-agent AI system: three specialized agents (WordPress, support, marketing), each with confidence scoring, escalation logic, and a human review gate before every output.

Not just prompts — real architecture: FastAPI + Redis Streams, Pydantic state machines, multi-channel integration (web, email, WhatsApp). Governance aligned with ISO/IEC 42001 and NIST AI RMF.

· 45% faster content delivery

· 58% faster campaign turnaround

· 41% automated support resolution — humans in control at every step

The real design challenge: defining AI behavior. Autonomy boundaries, trust signals, and when the system defers to a human.

AI Agent Designer Product Design AI Development Figma OpenAI React

Valeriya NōME

pro

• Mar 15

It has been raining for a whole week in Hawaii 😮‍💨 Let these visuals bring you and me a beautiful mood 🌸 🌸 🌸

It's an experiment on how Midjourney picks up the font and products while doing animation: I made the images in AI, then added the font in Photoshop, and brought them back to AI. Not perfect yet, but the vibe is good!