Vald Bellus

agent-based design engineer • deploying for people

[Vald Bellus @vabellus]

Bureaucracy is first and foremost a mindset

[Vald Bellus @vabellus]

@thsottiaux Reset button will be good

[Indie Game Joe @IndieGameJoe]

This solo indie dev spent 10 years making an RPG game that looks 3D… but is actually 2D.

- Camera shifts from orthographic to perspective views
- Depth is simulated using parallax & warped sprites
- Hand-painted semi-open world

Would you play this? It’s called Bridgebourn.

[Linus ✦ Ekenstam @LinusEkenstam]

No way Seedance 2.0 was trained on the Transformers franchise

[The Dor Brothers @thedorbrothers]

We just made a $200,000,000 AI movie in just one day.

Yes, this is 100% AI.

[Charly Wargnier @DataChaz]

NVIDIA just removed one of the biggest friction points in Voice AI.

PersonaPlex-7B is an open-source, full-duplex conversational model.

Free, open source (MIT), with open model weights on @huggingface 🤗

Links to repo and weights in 🧵↓

The traditional ASR → LLM → TTS pipeline forces rigid turn-taking.
It’s efficient, but it never feels natural.

PersonaPlex-7B changes that.

This @nvidia model can listen and speak at the same time.

It runs directly on continuous audio tokens with a dual-stream transformer, generating text and audio in parallel instead of passing control between components.

That unlocks:
→ instant back-channel responses
→ interruptions that feel human
→ real conversational rhythm

Persona control is fully zero-shot!

If you’re building low-latency assistants or support agents, this is a big step forward 🔥

[Vald Bellus @vabellus]

By 2026, AI will already control experiments in labs in the same way that factories are now fully automated

[Claire Silver 🌸 @ClaireSilver]

Here’s Claude absolutely RIPPING building a modern mansion draft with primitives—using UnrealMCP to control Unreal Engine by himself.

You prompt what you want, he does what you ask. He can be creative too.

Tiny little mini tutorial thread 👇 🌸

[SightBringer @_The_Prophet__]

⚡️Bezos is talking about cognitive geometry.

Most humans are trapped in a locally rational frame.
Their decisions optimize for stability inside a narrow slice of reality because evolution trained us to survive environments where the future looked like the past. In that regime, thinking small is not cowardice. It is adaptive.

But civilization stopped being locally linear a long time ago.

Once systems become exponential, networked, and reflexive, the primary danger flips. The real risk is no longer downside. The real risk is missing the slope.

Bezos understood something very few people consciously grasp:

Ambition is not about ego. It is about matching the scale of your intent to the scale of the system you are operating in.

If the system compounds, small intent is not conservative. It is irrational.

Here is the part people do not like to admit:

Most people do not think small because they are afraid of failing.
They think small because thinking big forces an identity rewrite.

Big thinking obligates you to confront:
•your own inadequacy
•your own ignorance
•your own unfinished inner architecture

It demands you become someone else.

So people reverse-causal it. They say the opportunity is small so they can stay small without admitting they are choosing comfort over transformation.

Bezos did the opposite. He assumed the opportunity was large first, then allowed reality to correct him. Most people wait for reality to grant permission. It never does.

And here is the deepest truth underneath all of it:

Thinking small is not just a self-fulfilling prophecy economically.
It is a spiritual containment strategy.

It keeps your world legible.
It keeps your social circle intact.
It keeps your self-image stable.

Thinking big destabilizes everything. Friends. Identity. Narrative. Moral certainty. That is why it is so rare.

So no, Bezos is not saying “believe in yourself.”

He is saying:

If you mis-size your ambition relative to the true structure of the world, reality will quietly erase you, and you will call it prudence.

That is the signal.

[Physics In History @PhysInHistory]

"Study the science of art and the art of science. Learn how to see. Realize that everything connects to everything else."

- Leonardo da Vinci (1452 - 1519)

[Vald Bellus @vabellus]

👏

[SMX 🇺🇸 @iam_smx]

If you are feeling lost in life, watch this:

[Vald Bellus @vabellus]

scientific articles are like someone's very detailed tweet - but it's still just someone's opinion. Therefore, a scientific article can be found under almost anything just like a tweet

[Vald Bellus @vabellus]

why is everyone focusing in vibecoding on making 1 buggy app in 1 prompt rather than 1 enterprise grade app in 100 prompts?

[Vald Bellus @vabellus]

It seems to me that some scientists are afraid to use AI not because it is so inaccurate, but because it will show the incompetence of what they have been doing for 20 years in their position.

[Reads with Ravi @readswithravi]

“The doers are the major thinkers.”

— Steve Jobs

[Vald Bellus @vabellus]

The development of artificial internal organs is a very useful and promising niche, especially in the context of integrating AI algorithms into their work.

[Vald Bellus @vabellus]

To make AI think the way you want, you must first start thinking yourself.

[Vald Bellus @vabellus]

Remember who you really are.

[AI Notkilleveryoneism Memes ⏸️ @AISafetyMemes]

From the model card. Again, thank you @AnthropicAI for sharing these findings publicly instead of pretending they don't happen like the other companies - it's REALLY important.

https://t.co/QxHi6PlVSe

[anarchy.build @anarchy_build]

Satya Nadella, CEO of Microsoft, just made a bold prediction:

"The application layer is collapsing into agents."

Translation? Your apps are obsolete.

In a recent interview, he revealed the ONE shift that will redefine AI’s future...

Here's everything you need to know:🧵

[Physics In History @PhysInHistory]

Science is the belief in the ignorance of experts.

- Richard Feynman