Miko
@Mho_23
building ai intersections | the proven system for AI content -
349 Following 32.1K Followers
the best part of building with these models is finding something they were clearly not designed to do and somehow making it repeatable
that’s exactly how i invented the Gemini Omni voice reference system that so many people use now
the model wasn’t built for it but i found a weird behavior, kept pushing it and eventually turned it into a workflow anyone could repeat
this is the same approach i use for every video model to get crazy results
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AI UGC has reached a completely new level
realism in AI video has basically been fully solved
the outputs are now just as realistic as videos recorded with real creators
my V4 system genuinely amazes me every day
i really do love AI UGC. it has completely changed how i approach marketing because you can build crazy systems around the entire process and test ideas at a scale that was never possible before
there is genuinely nothing stopping you from testing whatever creative you can think of anymore
the only limitation is your creativity
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Polsia story is a really good reminder that even if AI can run most of the boring work inside a company, it still cannot build the story people care about
the agents can build, organize, reply, follow up and handle a lot of the operational work
but the founder still has to decide what is worth building, sell the vision and show people why it matters
that part is becoming more and more important
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My AI raised $30M by itself.
Well, it did most of the work. I showed up for the final meetings and the signatures.
It emailed the investors, ran the follow-ups, and the deck was public the whole time.
aisloP ep 5 "The Raise".
Learn the modern playbook on how to raise money.
Every founder should watch this.
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Monitor and control your AI spend on every provider on Our early users save 40% on average.
Every week, the price-intelligence-latency frontier shifts, and we expect this trend to continue. Tradeoffs between latency, reasoning, cost, service tier, open source and closed source models are shifting constantly.
Router sends every request to the model that's actually best for the task and helps you control what tokens you buy. We benchmark it against real work: ~40% lower cost for the same outputs.
Today we're opening it to everyone.
Two lines of code or just change your base URL. No @tryramp account needed.
Free through 2026, first $26 on us.
Get an API key today at
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In The Matrix, it becomes obvious it’s a simulation when the black cat appears twice.
World models fail similarly: visually the generated simulation looks realistic, but the underlying distribution is wrong.
Introducing CaliBench, a measurement of the randomness of reality!
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Seedance 2.5 is INSANE at automated AI video editing...
a variation that would normally require hiring another UGC creator or paying an editor $200 to rebuild the video can now be generated from a single prompt
I gave Seedance an existing video and told it to replace the person
it preserved the performance, camera movement, pacing, and overall structure of the original video
left: original video - right: edited video
this completely changes how AI UGC can be scaled...
instead of reshooting every time you need a different actor, product, environment, or creative variation, one working video can become the starting point for an entire batch of new creatives
I put together my complete Seedance 2.5 automated editing pack with:
> my exact prompt framework for ai editing with seedance
> how I set up the original clip and reference assets before editing
> how I turn one working UGC video into multiple new creative variations
> what to do when it changes too much, loses the person’s identity, or ignores part of the prompt
> how I get 100% successful Seedance 2.5 generations
RT + reply "SEEDANCE" and i'll send it over (must follow so i can dm)
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Seedance 2.5 is INSANE at automated AI video editing...
a variation that would normally require hiring another UGC creator or paying an editor $200 to rebuild the video can now be generated from a single prompt
I gave Seedance an existing video and told it to replace the person
it preserved the performance, camera movement, pacing, and overall structure of the original video
left: original video - right: edited video
this completely changes how AI UGC can be scaled...
instead of reshooting every time you need a different actor, product, environment, or creative variation, one working video can become the starting point for an entire batch of new creatives
I put together my complete Seedance 2.5 automated editing pack with:
> my exact prompt framework for ai editing with seedance
> how I set up the original clip and reference assets before editing
> how I turn one working UGC video into multiple new creative variations
> what to do when it changes too much, loses the person’s identity, or ignores part of the prompt
> how I get 100% successful Seedance 2.5 generations
RT + reply "SEEDANCE" and i'll send it over (must follow so i can dm)
Show more
In just 1 year, Fish Audio reached $21M ARR, 8M users, and raised a $52M seed.
When we started out every investor and friend told me it was too late to compete in voice AI.
Turns out, it wasn't. Here's the story of our first year.
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seedance 2.5 is INSANE at AI video editing
i gave it this video + one prompt
then it changed the person in the video and switched the dialogue to french in the same generation
left: original video, right: edited video
one prompt lol
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this entire AI ad was 100% AUTOMATED...
V4 generated everything you see in the video and edited the whole thing together
the full video came out to $10.26 total
It can automate some of the MOST difficult editing styles in UGC...
> insanely realistic podcast ads with multiple speakers
> animations with multiple complex scenes and custom sound effects
> talking head videos with very advanced editing
> heavy b-roll ads in ANY visual style
you can give V4 ANY ad concept and have it create the entire video for your product without needing an editor or doing anything manually after..
V4 includes 26 modules, hours of recordings and all of the automated systems i've built from generating thousands of videos across every major model
the more i work on V4 the more i genuinely believe this is the final system for AI UGC
stay tuned...
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this entire AI ad was 100% AUTOMATED...
V4 generated everything you see in the video and edited the whole thing together
the full video came out to $10.26 total
It can automate some of the MOST difficult editing styles in UGC...
> insanely realistic podcast ads with multiple speakers
> animations with multiple complex scenes and custom sound effects
> talking head videos with very advanced editing
> heavy b-roll ads in ANY visual style
you can give V4 ANY ad concept and have it create the entire video for your product without needing an editor or doing anything manually after..
V4 includes 26 modules, hours of recordings and all of the automated systems i've built from generating thousands of videos across every major model
the more i work on V4 the more i genuinely believe this is the final system for AI UGC
stay tuned...
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if you're generating images through an MCP, claude desktop's cowork / regular chat is genuinely way better than claude code at understanding what you're trying to make and writing the prompt for it
left is claude chat, right is claude code
you can improve claude code a lot by giving it more context, references and visual rules, but out of the box a completely raw claude chat outside of any project gives me the best image results for some reason
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f*ck it.. heres how to make realistic AI voice that sounds 100% human (full breakdown)
i think the biggest reason my AI videos look different from most people's is that i've developed a very specific taste for what works and what these models are actually capable of...
after generating so many videos across basically every model, you start noticing tiny patterns in how they behave
what they do well, what makes them fall apart, and weird ways you can push them into doing things they probably weren't meant to do
that's how i end up creating videos people didn't even know were possible
once i find one of those patterns, i turn it into a repeatable workflow
sometimes that means combining two models with completely different strengths to get a result neither could create on its own
this is a huge part of what the Miko MCP is built from...
all the things i've learned across every model, turned into systems other people can use to create the most difficult video formats
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the V3 MCP is my best work yet... this video is also 100% AI
it is completely automated, i did not open a single video editor during this process
i recently cracked AI animations in ANY style. the most difficult editing styles can be done with the V3 MCP
it's as simple as selecting a style, entering your script and the details you want, and it makes you the full end to end animation
these are high quality animation videos that were simply not possible to automate with AI before this
it has fixed everything that was wrong with AI explainer animations
> boring styles
> blurry unreadable text
> weird morphing in the video
if you run any sort of business or want to push out engaging content at scale then the leverage here should be immediately obvious...
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seedance 2.5 in 1080p just went live…
i’ve been testing the model across basically every setting and platform, and Higgsfield has consistently given me the best results
here’s what surprised me:
higher resolution doesn’t just make the final video sharper - it actually seems to make the model perform better..
going from 480p -> 720p gave me:
> more consistent generations
> smoother motion
> better prompt adherence
and going from 720p -> 1080p improves it again.
right now, Higgsfield is the only platform i’ve found offering Seedance 2.5 in full 1080p and they currently have unlimited generations, so you can properly test it at scale
from everything i’ve tested, this is the strongest version of Seedance 2.5 you can access right now
this space moves ridiculously fast…
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My personal account @abdullaababakre was suspended for "inauthentic behavior.
I've never used a bot, scheduler, or automation tool on it. No AI-written posts — I don't even run my drafts through a grammar checker. Everything manual.
Please help @Support @nikitabier @elonmusk
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the V3 MCP is my best work yet... this video is also 100% AI
it is completely automated, i did not open a single video editor during this process
i recently cracked AI animations in ANY style. the most difficult editing styles can be done with the V3 MCP
it's as simple as selecting a style, entering your script and the details you want, and it makes you the full end to end animation
these are high quality animation videos that were simply not possible to automate with AI before this
it has fixed everything that was wrong with AI explainer animations
> boring styles
> blurry unreadable text
> weird morphing in the video
if you run any sort of business or want to push out engaging content at scale then the leverage here should be immediately obvious...
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wait this is actually crazy
they just made a home robot you control with voice
you can literally point at a spill and say "hey Matic, clean this" and it just does it.
you dont even need an app to do this, its that seamless
why is nobody talking about this....
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Introducing Cues: Voice & Gesture control for Matic
We raised $115M and spent 9 years to make the world’s first intuitive home robot
Say you spilled coffee: Point to the spill and say, "Hey Matic, clean this" and it will hear, see, locate in 3D, and go clean on its own.
Matic comes with a lot of features:
1. Say "Hey Matic" - it locates your voice, turns, and looks at you
2. Say "Hey Matic, follow me" and start walking. Matic will follow behind
3. Say "Hey Matic, go clean the living room". Since it knows your house map, it navigates and just does it
It's so easy, a 5 year old and an 80 year old can use it and it understands 75 different languages.
Matic has 8x the airflow, specialised cleaning algorithms for rugs, corners, toekicks, mopping, etc and cleans better than any other robot vacuum.
Also keeps improving with software updates.
13,000 families use and love Matic.
WIRED magazine gave it a 10/10 (the only hardware to receive this rating in a decade)
Buy yours at and if you don't love it after 6 months, we'll give you a full refund.
To celebrate our launch, we're cleaning 300 homes with Matic in San Francisco and New York City.
Comment "Matic" below, we'll send you the link to sign up and come to your doorstep to clean your home with Matic.
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becoming a Whop partner is one of the best ways to make money right now
> find businesses that should be on Whop
> connect them to the platform
> earn a cut of every single transaction they take
its as simple as that
i know multiple guys printing with this exact play..
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Whop Partners have earned over $10M to date.
Today, anyone can refer a business to Whop and earn up to 30% of our cut.
AI filmmaking is exploding and it will only get bigger from here
Cinema Studio 4 is now live on Higgsfield and if you're getting into it this is the place to start
this is the closest AI video has ever felt to actual cinema
its insane what you can control now.. light, camera, colour, performance, all separate controls that you dial in exactly how you want
i put together my full workflow for getting INSANE results with this..
here's what you're getting:
> my prompting framework for Cinema Studio 4
> how to use the acting console to direct performances
> colour grading settings that make AI video look like real film
RT + reply "CINEMA" and i'll send you everything (must follow so i can dm)
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Cinema Studio 4 is now LIVE on Higgsfield.
What's new:
> 30+ new Camera Movement presets
> 2-source Video Lighting Console
> Color Grading with 50+ palettes
> Acting Console with 6 emotions at 3 intensity levels
> Video Extend with forward, bridge or backward generation
> Scene-level edit inside a single generation
> New asset management for collaborative work
> New Сamera, Lens and Aperture options
Direct your films, commercials and music videos with full production control in Cinema Studio 4, now on Higgsfield.
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