jagaCCT 01Physical AI · Nebius Global AI Hackathon

Type a sentence.The plugkeeps watch.

zsh · jaga compile · 17 Octreal run

$ jaga compile "nggak ada orang di meja setrika"“nggak ada orang di meja setrika” → IRONING BOARD EMPTY  (visual=True)  + empty ironing board with iron on top  + ironing board clear of people  + vacant ironing table seen from above  − person standing at ironing board  − someone ironing a shirt on the board  − hand resting on the ironing board  nvidia/nemotron-3-super-120b-a12b · request e2a1f11c4ffc3a50c9d5bad87ea17a4c · 2.28 s

An empty room has no motion.

A scenario: Bu Sari leaves the iron on and runs to the warung. Her CCTV stays silent.

A motion detector reads

motionnonealertnone

Nothing moves, so nothing fires.

Motion is the wrong question.

	Watches	And so
Motion camera	movement	stays silent in an empty room
Plug countdown timer	the clock	cuts at T minutes, ironing or not
jaga	your sentence	cuts when most of the dwell matches it

Drawn, not recorded: no real camera or plug has run yet.

A typed sentence stretched across a live camera snaps — and the plug beneath it clicks to OFF.

One sentence, wired to a plug.

The overlay, tripped.

jaga's overlay, tripped: the label-tape sentence snapped across a test card, the dwell full, the breaker at OFF with a red TRIPPED flag

1Tape snapped at θ
2Dwell held: 30 s demo
3Breaker OFF, acknowledged
4Trace past θ

QA render scripted windows, a fake plug, a test card instead of a camera

One window never cuts power.

I1A trip only cuts power or notifies.
I2Never fewer than two windows.
I3OFF shows only once the plug acknowledges.

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k = 8 of n = 10

49,152 patterns

all match an independent oracle

Measured, and pending.

Cosmos, laptop GPUp50 1.24 sMeasured
Rule, all patterns49,152 / 49,152Tested
Clips · Soak B · outside peoplePending

Target, set first: under half the stillness timer's cuts; ≥ 0.8 of exits caught.

Built on Nebius and NVIDIA.

Token Factory	Nemotron 3 Super	3 frozen compiles 9727b666068a…
On the laptop	Cosmos-Embed1	p50 1.24 s · MPS
Serverless Job	Threshold job	aijob-e01e9n3qk4qq8zzk13 smoke run
Object Storage	Presigned URLs	PUT 200 · GET 200

Judge the protocol first.

1Read docs/PROTOCOL.md: written before any data.
2Run pytest: 187 tests, no model or key.
3Numbers trace to repo files.

jaga.edycu.dev

github.com/edycutjong/jaga

jaga keeps watch.