Recursive Creative Systems

It learns how you make music, and makes it with you.

Recursive Creative Systems works inside Ableton Live. It listens to the room, reads up on the record, plans, produces what is missing, sets the tone, checks its own work, and keeps what you decided. In the studio and on stage, with you.

Ableton Live 12 · Windows · now Get Control How it works
01One evening, as recorded
youon my current session i need the xx guitar tone and i want to play along with the intro drums
readthe record: tuning, gear, how the intro was played
listenthe song played from your speakers, 49 s captured
measure99.4 bpm · A minor · Am Dm F
makethe drums, taken out of the capture, placed on Drums in a new scene
tonethe guitar on the record measured: clean, one echo at 300 ms, an eighth at 100
setAmp, Cabinet, Echo, Equalize on your Guitar track, one undo step
checkedtempo 100 · the take sits in scene Intro bed · the chain is on Guitar
controlThe bed is on Drums in a new scene named after the song. Your Guitar track has the intro voicing: a clean amp, one eighth-note repeat, the small-speaker curve on the EQ. Say “count me in” when you are ready.

Nothing in that was guessed.

The tempo came from what it heard, not from a website. The tone came from measuring the guitar on the record you were playing, not from a preset with a band's name on it. And it did not say “done” until it looked at Live again and saw the take where it said it would be.

Other tools turn a sentence into a clip. This one turns your room, the record and your history into a session you can play in.

02What it is

A system that learns how you decide.

Every session teaches it something: the artists you return to, the scales and keys you reach for, the way you like an EQ, what you said no to. It does not start over when the window closes.

That memory is what turns a set of tools into a collaborator. The orchestrator plans with it, the instruments read it, the generators follow it. It is yours: it exports as one document and imports back anywhere.

Your identity

automates

The work you would rather not do.

Placing takes, building beds, matching a tone, setting a count-in, naming scenes, keeping the set tidy. Under your policy: ask first, do it, or never.

assists

The work you want a second opinion on.

Eight instruments answer as experts when asked. A mastering chain, an EQ, a restorer, a voice tool, each with a measurement in hand and a proposal in Live's own names.

produces

The parts that are missing.

Quick follows your own recording and completes a part in seconds. Deep composes a whole song, with singing when you want it. Both know the tempo and key because they were measured, not typed.

performs

With you, live.

A count-in, the bed, the tone, then you play. The same system is being extended past the studio to the rooms a show is played in: lights, cues and timecode from the same conversation. That part is in the works.

03How it behaves

It listens before it acts, and looks after.

Ask for a sound and it researches the record, writes a plan you can read, and asks to listen to the exact thing before touching the set. What it knows on paper and what it heard in your room are kept apart, and both are said.

After anything that changes the set, it observes Live again and compares. The clip landed. The chain changed. The track is gone. If not, it says so. Every turn is one undo step, so a whole tone comes back with one key.

Tempo, deleting, playback and automatic changes each need your say-so. It never fires a clip you did not ask for.

Recursive Creative Control

04The instruments

Instruments that are models.

Each one is a trained model with a face in Live. Each one can describe what it hears and propose what to change. Control applies the proposal under one undo step, by your policy.

Equalize

A fifteen-band EQ that matches a reference or suggests its own curve.

now
Master

EQ into compressor into limiter, fitted to a reference or set by its own model.

now
Restore

Declip and denoise in real time, and deeper repair offline.

now
Denoise

Noise reduction trained on music, so it keeps the character of what it cleans.

now
Voice

Pitch correction and voice conversion, each on its own, never forced together.

now
Time

Tempo-synced delay and reverb.

now
Balance

Loudness balancing across channels, into a look-ahead limiter.

now
Generate

A plug-in that asks for audio to exist: a part, a variation, a cover, a stem, from a brief and your references.

now
Machine Sounds Guitar Rig

Another maker's instrument, in the same room: amp models, and captures of your own amp.

now

All instruments    For makers who want a seat in the room

05What it keeps

Yours, and it travels.

Every capture, generation, decision and turn is kept as an event in your account, with the set it happened in. A project is the set you have open; the next session on it starts where the last one ended.

No instrument holds your keys. They read your identity through Control, and Control asks you before it changes anything.

format      rcs-identity/1
plays       Telecaster, single coils
setup       Ableton Live 12, Scarlett 2i2
artist      The xx                studies    since 2026-09-10
tone        clean, small speaker  prefers
eq          never past ±6 dB      prefers
project     xx.als                3 decisions, 2 captures
06Beside the others

Automation is where this starts.

There are several ways now to type a sentence and get a clip in Live. They stop at the same place: they cannot hear the room, they cannot check what they did, and they forget you when the window closes.

AbilityChat automation for LiveRecursive Creative Systems
Turns a sentence into notes or clipsyesyes
Listens to what is playing and measures itnocapture, tempo, key, chords, stems, tone
Reads up on the record before actingnowith the plan shown
Checks its own result in the setnoobserves Live again after every change
Instruments that are trained modelsnoeight, in the room
Learns how you decidenoan identity that is yours
Open to other makers' instrumentsrarelya seat in the room

Start with Control.

Control is the base: the orchestrator in Live, the listener, the researcher, the checks. Add instruments when you want them. Sign in with your email for Quick, Deep and your identity.

Get Control Sign in Ableton Live 12 · Windows