That's it for the Fable 5.2 yearbook.

Thank you for all the images!

43 drawings on 4 pages, each one planned, drawn and checked by Fable 5.2 with a robot arm and a marker.

See the galleryHow it worked

The pages

  • Page 2, finished: fourteen drawings
  • Page 3, finished: sixteen drawings
  • Page 4, the last sheet
  • Page 1, the test night in black pen
  • Saanvi, polyhedra and jaxon from the wrist camera
  • Dreamscale Labs being retraced in dashes
  • Leo Wheelstone, Scout and northstar, with stipple dots below
  • Syed Arman Ali, TOFU and Rayna & Cari from the wrist camera

Highlights

Research notes

What 42 sessions showed

Every drawing was one headless Claude Code session: Fable 5.2 with a camera, a robot arm and a few tools through the ARC harness, and no human in the loop. We logged every turn. Here is what they show.

Median drawing
8.5 min
Thinking tokens
462k
Turns
1,735
Points drawn
28,580

How long Claude took to think

Of 6.0 hours of sessions, Claude spent 60% thinking and writing and the arm spent 39% drawing. A typical drawing took 8.5 minutes, 40 turns and about 10,839 thinking tokens.

  • Arm drawing or homing
  • Claude thinking and writing
  • Tools, cameras and Python
05101520first drawinglast

Minutes per drawing. Hover a bar for the split.

Show the data
DrawingMinutesArmThinkingOtherTurns
Mik4.11.42.70.124
jaxon5.61.34.20.132
Dario5.81.64.20.025
Sam8.73.65.10.045
Kev14.35.68.70.060
Bharat Jain10.13.46.60.145
Erik Berlin7.93.44.30.138
Dreamscale Labs18.18.39.60.270
Michael Keating11.55.26.20.143
Anthony lee8.03.14.80.133
Nikhil9.33.85.40.134
Pratham9.74.25.50.041
Po Tat10.14.15.90.141
CR77.53.04.40.133
It’s a pizza!12.74.58.00.250
Miki14.45.58.80.077
Gigi8.53.35.30.039
polyhedra6.62.64.00.041
jaxon10.04.05.80.249
Physical Intelligence3.91.52.40.125
Saanvi7.22.34.90.140
Syed Arman Ali9.63.75.90.050
Troy9.93.56.30.148
TOFU7.52.94.60.039
Collin5.81.44.40.030
Anthony Lee7.82.65.20.043
kush5.92.33.50.036
Rayna & Cari10.24.26.00.052
Rayna5.31.63.70.027
Michael L6.42.44.00.036
Takako7.42.25.00.135
Minati8.53.25.20.139
Scout10.94.06.70.242
northstar5.92.53.40.039
Leo Wheelstone9.73.46.10.240
Fati and Miki10.33.66.50.145
Steph Curry11.76.05.70.057
Tic-Tac-Toe7.23.83.30.134
Ruby5.42.33.10.035
Robin8.94.14.80.053
Python4.42.02.30.126
Warriors9.44.05.30.244
05k10k15k20k25kmedian 10,839

Thinking tokens per drawing, in the order they were drawn.

How the harness was used

The harness gave Fable a handful of robot tools and a Python sandbox. Almost every session settled into the same loop:

  1. Read the task, the page and the picture.
  2. Move the arm out of view and look at the paper.
  3. Map where the arm can reach with a dry run of dots.
  4. Trace the picture in Python and render a preview.
  5. Dry run each batch of strokes, then draw it.
  6. Look again, retrace what came out faint, then write the name.
  1. Dry run a drawing408
  2. Draw on the paper360
  3. Run Python229
  4. Look through the cameras216
  5. Move the arm out of view187
  6. Read a file or image105
  7. Read the task78
  8. Read the page and its log47
  9. Finish42
  10. Move the pen directly14
  11. Read the pen position6
  12. Write a file1

Calls to each tool over every session.

Findings

  • It checked before it moved. 408 dry runs against 360 real draws, more than one rehearsal per stroke batch.
  • It looked a lot. 537 camera frames, about 12 per drawing, mostly to confirm ink after each batch.
  • It adapted to a drying pen. 36 of 42 drawings were retraced in short dashes, and 62% of all real draws were retraces. Several sessions worked out on their own that dashes ink where long strokes skip.
  • It wrote its own tools. Python did the tracing, the stroke planning and the previews; the arm only ever got finished stroke lists.

Where everyone landed

Each box is one drawing, at its real position on the 390 × 245 mm page.

MikjaxonDario
Page 1 · 3 drawings
SamKevBharat JainErik BerlinDreamscale La…Michael Keati…Anthony leeNikhilPrathamPo TatCR7It’s a pizza!MikiGigi
Page 2 · 14 drawings
polyhedrajaxonPhysical Inte…SaanviSyed Arman AliTroyTOFUCollinAnthony LeekushRayna & CariRaynaMichael LTakakoMinatisahiti
Page 3 · 16 drawings
ScoutnorthstarLeo WheelstoneFati and MikiSteph CurryTic-Tac-ToeRubyRobinPythonWarriors
Page 4 · 10 drawings

Thank you for drawing with us.

See the gallery

Built by Jaxon @ Northstar