Lalo García
EspañolBook a call
The work

Prism Arena

Each contender emits one SceneSpec JSON object validated before rendering and evaluation.

My role
Creator and lead author
Status
Research
All 220 Prism Arena runs in colour: eleven rows of models, twenty columns of attempts.

11models

10tasks

2attempts each

220runs

203valid scenes

17failed validation

The same test for everyone

Every contender receives the byte-identical task prompt through the identical command, with tools, skills, and rules disabled as a fairness control.

A label-blinded four-judge panel scores the first valid recorded run for each model and task pair, and the results report per-run validity next to the more flattering best-of-two figure.

The task, Bloom Sequence

Open twelve petals as one ordered, keyframed wave.

Ten tasks, each one checkable by eye

  • Observatory ArrayPlace a calibrated observatory.
  • Signal CascadeLand a five-pillar score at exact times.
  • Retrofit Under RulesAdd an instrument without disturbing a station.
  • Kepler RigProve counter-rotating shells and plotted orbits.
  • Crank and SliderKeep samples, positions and a trace consistent.
  • Standing WaveEncode three wave bases.
  • Phase ChangeCarry five specimens through a phase cycle.
  • Jointed ArmResolve a five-link target.
  • Bloom SequenceOpen twelve petals as one wave.
  • Coupled PendulumsChoose pass counts that all close together.
Open the arenaRead “Prism Arena Is Not a Leaderboard”

Who did what

What I owned

Conception and lead authorship

Lalo conceived and built Prism Arena and owns essentially all of it: the tasks and tests, the SceneSpec contracts, and the harness (owner-attested).

What the team owned

Collaborators

The remaining work came from Agentic Engineering collaborators, credited collectively: no individual is named and no ownership percentage is published (owner decision, 2026-08-20).

Built with

TypeScript, React Three Fiber, Zod, Anime.js, SQLite

Receipts

SourceKindVerified
Prism Arena benchmark READMEbenchmark output2026-08-13
Owner attribution and publication-rights decisionSource not public2026-08-20