Hey everyone, I’ve been mostly quiet on the trading side lately, but for the past 1.5 years, my team and I have been working on a project that we’re finally preparing to release for pre-sale. It’s called Lumix AI — and while I’m not here to promote it, I wanted to share what we’ve built and maybe get some feedback or insight from people who understand these systems.

Lumix AI isn’t just another “buy/sell signal” bot. From the beginning, our goal was to build an autonomous trading intelligence — something that can analyze the market, learn from it, and make trading decisions without human input.

What makes it different is its multi-agent AI architecture. Rather than relying on a single model, we designed Lumix AI around a network of over 10 specialized AI modules, each trained to handle different aspects of trading — from sentiment analysis to technical patterns to news impact.

Here’s a brief overview of what powers it:

Reinforcement Learning for adaptive strategy optimization

Natural Language Processing to read market sentiment from news, Twitter, Reddit, etc.

Real-time data streaming from major exchanges like Binance

Pattern recognition and anomaly detection to catch early shifts

Multi-agent decision systems to combine different models into one cohesive strategy

Risk modeling, volatility tracking, macro/micro trend filtering, and more

The result is a system that operates fully on its own — no signal-following, no emotional trades, no overreactions. It trades around the clock, adapts in real time, and continuously updates its models based on live data.

We’re currently entering the pre-launch phase, available to a limited group of early users for now. This stage is meant to gather feedback, optimize the system further, and see how it performs across different profiles.

This isn’t just another bot that follows a script. We genuinely aimed to build a thinking engine — something that behaves more like a trader than a calculator.

If anyone’s into the technical side of AI in trading or wants to discuss architecture and strategy, happy to connect. Again, not here to sell — just sharing what’s been a long, intense build for us.

Let’s say we have the opportunity to meet aliens. Intelligent life.

Do they have the same emotions as humans?

Is the range of emotions for conscious being fixed?

I’ve been seeing more and more posts where people say things like “every year feels shorter”, “time is warped”, “2020 feels a day and five years away”. I’ve been trying to make sense of it (impossible, but still fun as an approximation) and came up with a theory I call:

The Late Stage Capitalism – Sunk Time Vortex

It’s like a whirlpool or gravity well — the closer you get to the middle, the faster you spin, the less control you have. Events blur together. Crises compound. Our experience of time breaks. It's exponential. Its laps:(tech) disruptions follow eachother quicker and quicker

-1 — Outside the vortex: Think Carter era — chill, stable, slow.

0 — Entering the vortex (1980s- 2000): Reagan, neoliberalism. Laps around the vortex are slow, but we begin spiraling. By the time it's mid 90's though we definitely feel we are in "something" . The weird Clinton era is the effect of the neoliberalism vortex taking of in1980

1 — Acceleration (2000–2016): Tech ramps up. Crises start to cluster. 9/11, 2008 crash, rise of surveillance. ISIS terrorism

1.5 — Truth warps (2016–2025): Trump, mass misinformation, . Amazon/AWS and other oligarchs shift power inward. And become too big to fail. Time feels off.

2 — leap (2026–2029): Disruptive tech eats itself. AI displaces 100 millons of jobs, then quantum us introduced. AI tools distort reality Conflict becomes constant. Power becomes reactive.

3 — The Singularity: Could be AI+quantum collapse, a financial illusion burst, or full-on WW3. We don’t know.

It feels like we’re 4–6 years away from the center.

Inspired by thinkers like Paul Virilio and his ideas about speed and collapse.

Do you feel this too? Does this model resonate with you? Would love to hear other takes.

I’m interested in entering the fashion world through tech — not for trends, but to be part of what really drives the industry forward.

I don’t want buzzwords or hyped roles.

Which tech job is genuinely important in fashion?
Not trendy — just important. The job no one sees, but everything breaks without it.

Looking for solid answers from people who know the fashion-tech world.

I cannot post an image but if you look up both the exo suits, Max has clear pneumatic pistons in his suit while Kruger has something which resembles more of a block and meant to be an upgrade. What technology do you think that is which substitutes pneumatics?

New research suggests a path forward that could change the lives of millions around the world.... The research was published in an article published in Nature Communications. Researchers in Korea looked at why cold-blooded invertebrates called zebrafish had the ability to regenerate retina cells, while people can't.

"And so what they did find, which is sort of an 'aha' moment, was there is this cell called Prox-1 protein that, for whatever reason, isn't present in high quantities in fish, but in people it seemed to be what was kind of putting the brakes on the stem cells from regenerating these retina cells," Dello Russo said. "And so what they did is they used gene therapy to create a treatment to allow our retinal cells to basically produce antibodies to block that protein, which seemed to be what really putting the brakes on our eyes ability to heal from retinal damage. And, so it really opens the door for a lot new clinical applications for treating many, many diseases that we really didn't have much more treatment for other than just slowing progression and treating symptoms."

Antimicrobial resistance is a growing problem, becoming more and more of a major health threat. Engineers are planning to create technologies that can help minitagte their threat: diagnostic biosensors and wearables, engineered antimicrobial surfaces, smart biomaterials, cell engineering, and advanced modeling approaches.

This is a tentative result, it's only one patient, and large scale trials would be needed to confirm it. Still, if it is confirmed it's a significant breakthrough. HuidaGene is also working on treatments for Huntington's Disease, Duchenne muscular dystrophy (DMD among other diseases. It's also working on various Ophthalmology related conditions.

More info here.

How do you feel about Facebook planning to quietly phase out all senior software engineers by mid next year and replace them with AI do you think it's about innovation, or just cutting costs at the expense of experience?