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ScopeNote: a local AI second look before a freelance quote

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle . What I Built ScopeNote is a local AI second look before a freelance quote. It turns a client brief into requested scope, questions to ask, scope risks, and a draft reply. Consider this fictional request: a five-page bakery website by Friday, online ordering, a new logo, an $800 budget, and unlimited…

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Samsung Showcases Its AI-Enabled Range Of Home Appliances During The Brief 2026

Samsung held its 2026 edition of The Brief event yesterday, which was held in Hanoi, Vietnam. During the event, the company showcased its catalogue of digital appliances for both businesses and consumers. As you’d expect, these are AI-powered, with the home appliances being part of the larger Bespoke AI family of products and making use…

The AI era will redefine business

Reflection AI co-founder and CTO Ioannis Antonoglou said this week on Semafor’s Future Proof that in the AI era, companies have to throw out what they’ve done for decades and come up with new ways to measure and carry out their work.

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