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Javi Lopez ⛩️

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@javilopen

Founder at @Magnific_AI (acq. by @Magnific formerly @freepik)
Latent Space javilopen.substack.com Joined May 2022
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Javi Lopez ⛩️ Verified account @javilopen
Backrooms Nemoris S1E01: It Eats Light

I've spent the last six months working in secret on this pilot episode for a new Backrooms canon. We premiered this week in Toronto and a it's now available on all platforms: a new Magnific Originals series!

This is quite possibly the most complex project I've ever taken on in my life. Yep, even if that sounds like an exaggeration, it took even more effort than building the first version of Magnific Upscaler.

I had never before tried to bring such a concrete, specific vision to the screen while pushing the current state of the art as far as possible. Every scene you see in this episode, every object, every movement of a character's hands, every space, every hum of the fluorescent lights... it's all there for a very specific reason, with absolute control and intention on my part. I never imagined that something that looks so simple on the surface could be so incredibly complicated.

The script is my own, based on the original Backrooms concept (the iconic 4chan image) but developed to create an entirely new canon from scratch. In this first episode, I reveal barely more around 5% of the overall puzzle, so you may end up thinking: what the f*ck did I just watch? Or you may need multiple viewings to pick up on some extra clues, because several of them are genuinely hidden. The idea is to create a full 10 episode series, an anthology, and have you, the viewers, gradually piece together the puzzle yourselves as the clues are revealed.

Beyond the video and image generations, I did all of the editing in DaVinci Resolve, with particular attention to the sound. I'd say around 60% of the time I spent on this project went into sound. In some scenes, there are more than 13 stereo tracks layered at the same time, using sounds I recorded myself or created and edited from generations and foley libraries. Every sound, every voice, and every gasp is designed to pull you into the world of the story and make you feel like you're actually there. That meant spending an enormous amount of time on sound design, thinking about things like the individual position of each sound in space, EQ, reverb to simulate different environments, the sense of immersion, etc. I've never learned so much about something so quickly.

As for the generations, a few numbers:

• 12 hours of total generated video for 17 minutes of final footage 🤯
• More than 7,000 generations in total.
• An average of around 60 generations for every 15 seconds of final footage.
• 6 months of work, including many weekends, with just one person behind the whole thing... I almost lost my mind.
• Platform: Magnific, of course. Models: mainly Seedance 2.0 and 2.5 for video generations, and Nano Banana Pro and Seedream 5 for image references.
• Approximately $20,000 in total token costs, not including the value of my own time.

For the next episodes, I can't do this alone again or I'll go crazy. My plan is to put together a small team: voice actors, a colorist, 3D VFX artists, a sound designer, and, in general, people from the traditional film industry who can help us professionalize our pipeline and take this story to another level. If you're reading this and you think you might be interested, please leave a comment.

Ah! If you have any technical questions about how this was made, I'd be happy to answer them. Feel free to ask me anything you like!

Anyway, I'll leave you with the episode. For the love of everything holy: please watch it at home, relaxed, on a big screen, with a good sound system or a quality pair of headphones, the lights off, and some popcorn.

And most importantly, enjoy.

Nemus te reddat!
17:42
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Javi Lopez ⛩️ Verified account @javilopen
€1,600,000

Spain is experiencing its biggest real estate BUBBLE ever

"Exclusive clifftop villa in the prestigious Balcón al Mar residential area of Jávea, boasting breathtaking panoramic views of the Mediterranean, a south-facing orientation, and complete privacy"
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Javi Lopez ⛩️ Verified account @javilopen
🔴 You have no idea how important this news is for AI

WE'RE TALKING ABOUT ARTIFICIAL NEURAL PLASTICITY!

The mechanisms are vastly different, and there's no direct parallel, but it reminds me of how our neurons continuously strengthen and weaken their connections.

For the first time, AI models capable of improving other models by directly modifying their weights, without training or gradients. In this case, changing just 0.016% of the weights and improving math performance by up to 6x! 🤯
Rikiya Takehi @rikiyatakehi Nov 2
We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math.
It directly changed only 0.016% of weights, fixing 0.8B's reasoning loops & improving math up to 6x and even instruction following 3x, without gradients or training.

We call this Weight-Space Programming: frontier LLMs can now natively read/write neural network weights! 🧵
Blog: rikiyat.github.io/blog/weight-sp…
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Javi Lopez ⛩️ Verified account @javilopen
You are 6 times more likely to die in a long distance train accident in Spain 🇪🇸 than in an international commercial flight.

We can no longer call this bad luck. We need to talk about mismanagement, decline and accountability.

My deepest condolences to the families of those who lost their lives in this latest tragedy 🙏