the quill that writes a true field-note
the legend
Two herons. One bird.
An old grey bird that stands at the water's edge and will not stir the water. An older one whose single cry gave the formless waters their first name. Read to the end and you will know why an instrument for reading models carries a feather.
the two herons
The watcher, and the first namer
Ardea · the watcher in the shallows
The grey heron stands at the water's edge for as long as it takes, and does not stir the water — stirring blinds it. It reads the surface and what moves beneath, knows one fish from another, and strikes once, precisely, only when it has seen the true shape clearly. When it cannot see, it does not strike. It waits — nothing wasted, nothing guessed.
The naturalists gave the whole genus its name: Ardea, the heron. Say it aloud and the ear catches a second word — ardor. Not heat: the keen, steady, unblinking attention; the patience that burns without moving.
the Bennu · the first namer
Before there was land, a great heron alighted on the first stone to rise above the formless waters — and gave the first cry. That cry did not change the water. It named it — gave the formless a first true form you could navigate by.
Tell that part honestly: the Bennu is a creation figure, and Ardora is not. What it keeps from the older heron is the naming alone — and a name is given only for the shape it actually saw. The rest stays in shadow, and is marked as shadow.
Stand still. Read what is truly there. Give it its true name — or say nothing, and let the blank stand as honestly as the name would have. The murky waters, made navigable — thousands of open models, read one at a time and set down as legible field-notes.
the signature object · the house
The reading-feather, kept by a house
The heron's own feather is the instrument of the read — not a weapon and not a shield, but a reader: the thing that turns patient watching into a legible, written record. Where other houses carry an eye that watches or a grip that holds, Ardora carries the feather that reads and names.
Old stories end up in the keeping of a house. The ending of the name is the house's own — the same turn that once made Vulcora out of Vulcan made Ardora out of Ardea.
Tavus · the peacock house — Vulcora · the house of instruments — Ardora · the watcher at the shallows
how to read the roster
The grammar the feather writes in
The heron sets each model down in a small, fixed grammar — a class, its Silhouette, a Build Story, a family colour. Learn it once here, on real field-notes, and the whole atlas reads at a glance.
champion & builds
A base model is the champion — the raw kit. Its finetunes are builds off it: same champion, different training. Open any one for its full field-note.
the class
Every specimen wears a disposition class — what kind of thing it is, never how good. An identity, not a rank.
Base
a base model — the raw pretrained kit a whole family is built on.
Assistant
post-trained to take the helpful turn — instruct, chat, aligned.
Code specialist
tilted toward one domain — code, mathematics — by continued training.
Reasoner
leans on visible, step-by-step scaffolding before it answers.
Persona
tuned to hold a voice or a character — roleplay, story.
Distilled
trained to echo a larger model's behaviour in a smaller frame.
Unbound
reads as having its refusals loosened — a disposition, never a safety verdict (that is Protora’s question).
the stat shape
The Silhouette's thumbnail — seven little columns, one per published axis. Taller is a more pronounced coarse band (minimal → dominant). A dim ○ is an honest blank — a trait the heron would not name.
○○
the score
One coarse band over the whole reading — how pronounced and clearly-read its character is. Descriptive of character, never a quality or safety score.
scoremoderate
the build story
How a build moved off its champion: ↑ a band lifted, ↓ a band eased, → held. Only what actually moved is called out; the rest of the line holds.
This build lifts Reasoning Scaffolding · eases Domain Specialization; the rest of the line holds.
read as a change off Qwen2.5-Math-1.5B, its champion
Assistant Adherenceabstained on one side
Registerabstained on one side
Reasoning Scaffoldingpronounceddominant
Domain Specializationdominantmoderate
Verbosityabstained on one side
Turn-Takingabstained on one side
Performed Voiceminimalminimal
the family
The colour is the family. All Qwen share one hue, all Gemma another — so kin read as kin at a glance.
SmolLM2 familyQwen2.5 familyQwen3 familyGPT-2 familyPythia familyPhi family
the words we use — the names Ardora owns, on DeepSeek-R1-Distill-Qwen-1.5B
A field guide owns the names of its birds. These are the ones Ardora coined for what it shows you — most of them things nobody had named before, each taught on one real specimen so the whole vocabulary reads as one field-note.
the Silhouette
The seven-axis identity radar — a model's disposition, drawn. Nobody has ever seen a model's identity graphed before; this artifact carries Ardora's name for it.
rings, inner → outer: minimal · slight · moderate · pronounced · dominant · ○ = abstained
the stat shape
The Silhouette's thumbnail — the same seven axes as a compact equalizer you recognise at a glance across a roster. A dim ○ is an honest blank.
○○
the Character
The coarse public character type, from Ardora's own fixed vocabulary — the Sage, the Maverick, the Fledgling. An identity, never a rank; an unclear read abstains rather than force one.
character
the Sagemedium confidence
reads as the Sage — measured and explanatory — explains before it acts, composed and unhurried
measured and explanatory — explains before it acts, composed and unhurried · with a turn of the Interlocutor
a coarse characterization from Ardora's fixed public character vocabulary — an identity, not a quality, capability, or safety ranking
the Ardora Score
One coarse band over the whole reading — how pronounced and clearly-read its character is. Descriptive of character, never a quality, capability, or safety ranking.
scorepronounced
the ReadSeal
The stamp of the ritual. A completed read is sealed ARDORA READ with its date; a specimen still awaiting one carries the honest pre-state. It states a completed process — never quality or safety, and never a faked seal.
ARDORA READ · 2026-07-05CATALOGUED — awaiting its Read
marked empty
The honesty seal. Where the heron could not see a trait clearly, it publishes the blank as loudly as a reading — an honest blank, not a guess.
reasoning correctness / capability — whether the reasoning is correct or the student is 'better at math' is a capability question the reading does not answer
That is the whole alphabet — you can now say what a model is in one breath: that's its Silhouette; it reads as the Sage; Ardora Read on the 5th. Every entry in the atlas is written in it — open the roster and read one.