almost nobody actually thinks about which model they’re using for each individual task.
they just default to the strongest one they have access to.
and that tiny habit, multiplied by thousands of requests a day, is silently eating budgets everywhere.
Ramp Router finally puts that under the microscope: right model, real cost, actual performance. feels like the obvious thing we should’ve had months ago.
We all start the same way “pick one strong model and throw everything at it”
Works fine… until the bill hits and you realize you’re paying top dollar for stuff that doesn’t need it.
Ramp Router just quietly fixes that. One endpoint, smart routing, you see exactly what each task costs. No rewrite needed.
Pretty clean.
used to think the AI race was about GPUs.
now I think about concrete.
Power. Steel. Cooling. Construction.
turns out the hardest part of building smarter AI isn’t training the models.
It’s building the places where they can run.
@marcusyul lo de 25% más eficiencia de entrenamiento con menos de 2% de coste extra es casi más noticia que el tamaño. eso es lo que hace que la próxima iteración salga en tres meses y no en un año
@marcusyul un clasificador fusionado en post-training suena a que sacrificaron algo de generalidad por velocidad. tiene sentido para este caso de uso pero no serviría para todo
I generated the audio first. Not the video.
Ship announcement, ambient hum, rising score, the exact moment before a warp jump. One prompt, in Seed Audio 1.0.
Then I fed that audio into Seedance and let it build the entire bridge scene around it. Camera, motion, the jump itself, all timed to sound that already existed.
This is not TTS. This is directing a scene with sound before a single frame exists.
🔊 sound on and enjoy the trip
gold can be mined. data can be copied. attention can only be taken from someone else.
that’s why it’s the only currency left that’s actually scarce.
@affiliatenw is building the infrastructure to control it. this is just the beginning.
no way this was built from scratch????? had to check it twice to be sure.
LingBot-VA 2.0 predicts what happens next AND acts on it, same time, no waiting between steps. WILD
93.6% success on bimanual tasks, holds up even when they mess with the environment.
researchers used to be people.
marketers used to be people.
fable does the thinking. notch does the shipping. you just review the output. 🤷🏻♀️
you just saved $200k in salaries and have nothing left to do but enjoy it.
OPEN ARTIFACTS JUST BROKE THE GAME.
You no longer build for yourself only.
You build DECKS, DOCS, LIVE DASHBOARDS, AGENTS, and APPS… and share them instantly with your entire team.
The real flex: it routes every task to the smartest model (GLM 5.2, Kimi K2.7 + frontier ones) and delivers FRONTIER OUTPUT AT 5X LESS COST.
BEFORE: files lost on your laptop, single-player AI.
NOW: real collaboration with organizational memory.
THIS IS HOW TEAMS ACTUALLY WORK IN 2026.