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Here’s a roundup of interesting startup links I came across today:

When AI builds itself

Taken far enough, and given enough compute, that trend points to an AI system capable of fully autonomously designing and developing its own successor. This is called recursive self-improvement. We are not there yet, and recursive self-improvement is not inevitable. But it could come sooner than most institutions are prepared for.

If there’s one thing the Portland Business Journal knows, it’s lists. They’ve got a whole book of them. And every single year, they refresh all of those lists. And while some simply perturb me — like the best restaurants list — others are well worth watching. Like who’s growing the fastest. And this year…? It’s Portland startup Hydrolix.

Here’s a roundup of interesting startup links I came across today:

No, Artificial Intelligence Is Not Conscious – The Atlantic

Generative AI is harmful enough when we understand it as a conventional technology, but if we confuse fluency at generating text with consciousness or moral agency, we’re at risk of assigning responsibility to entirely the wrong parties whenever anyone uses a chatbot. To appreciate the titanic magnitude of this error, we need to begin by understanding how LLMs work.

Portland’s Prophetic — the AI-native land acquisition platform that raised a seed round led by Entrada Ventures last year and landed DR Horton back in November — just notched its second publicly announced national homebuilder. M/I Homes, the publicly traded builder celebrating its 50th year in 2026, has engaged Prophetic for land acquisition support.

If you’ve been around the Portland startup community long enough, you know there’s a particular kind of company that just keeps showing up. Heads down. Building. Not chasing rounds. Not chasing headlines. Just figuring it out. And embracing that concept of aggressive humility. Tellagence is one of those startups.

Here’s a roundup of interesting startup links I came across today:

Why building two data centers a week won’t fix AI’s bottleneck | TechRadar

By the end of the year, the top five hyperscalers – Meta, Apple, Microsoft, Amazon, and Alphabet (Google) – will have collectively invested around $600 billion on AI-enabling infrastructure like data centers, with some estimates suggesting that as many as two data center facilities are coming online every week to keep pace with demand.

Here’s a roundup of interesting startup links I came across today:

Orphaned Startups: The Saddest Crisis in Venture Capital That Nobody’s Solving | by DC | Medium

Judie Alvarez recently posted something on LinkedIn that stopped me mid-scroll. She highlighted a growing phenomenon called “Orphaned Startups” — companies stuck between Seed and Series A with nowhere to go. Great products. €500K to €1M in revenue. Founders who still have some passion left, but are watching it drain away week by week.