01
FOUNDATIONIn focus
Define the measurement contract
Align model, hardware, runtime, and evaluation metadata before publishing comparative claims.
MILESTONE / 0105DEVELOPMENT ROADMAP
5 open milestones
A direction,
not a deadline.
The roadmap ties research questions to implementation boundaries and future releases without implying progress that has not been recorded.
02
RESEARCHPlanned
Formalize quantization planning
Turn sensitivity, memory targets, and candidate precision into a reproducible planning interface.
MILESTONE / 0203
EXPERIMENTPlanned
Prototype the error ledger
Record approximation error as a first-class signal for calibration and downstream evaluation.
MILESTONE / 0304
SYSTEMSPlanned
Specify the memory runtime
Document residency and lifecycle semantics before optimizing allocation or transfer code.
MILESTONE / 0405
EVIDENCEFuture
Publish verified baselines
Release benchmark tables only when the environment, scripts, and measurements can be reproduced.
MILESTONE / 05ROADMAP NOTEMilestones are connected
Milestones are connected
to research records.
As experiments and implementation artifacts become available, each milestone can link to a reproducible note, release, or benchmark record.