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MARS

Status — pre-release · in active development

You’ve arrived early.

MARS has not shipped as a product yet. What you’ll see on this site — the architecture, the runtime, the measured numbers — is real, but the product itself is still being built, gate by gate. We’re working on it actively, and we intend to put it in your hands soon.

In the spirit of this project: no promises without receipts. Everything described here is bound to published evidence — including what doesn’t work yet.

Track project status

Living document

Where MARS stands today

This page tracks the program as it actually advances — stream by stream, gate by gate. It changes when receipts change, not when marketing needs it to.

Pre-release · in active development

0%

Overall progress — directional

3
complete
5
in progress
1
gated ahead

Last updated · 2026-07-28

The percentage is directional; the receipts on the evidence page are the truth. A stream is marked complete only when its gates passed.

COMPLETE 100%

Governed runtime

ELIZA executive, independent verifier, exact span binding, context planner — all 20 runtime test suites green.

Receipt · hivemind-runtime · 20/20 test suites

COMPLETE 100%

Local governed API

Versioned OpenAPI 3.1 contract on loopback: ingest → ask → receipt → remove, bilingual errors, external origins rejected.

Receipt · contracts/openapi/hivemind-mars-v1

COMPLETE 100%

Personal memory

Remember, correct and forget with scopes, secret rejection and generation-versioned views — proven by contract tests.

Receipt · personal-memory contract tests

IN PROGRESS 80%

MARS-1 body

Promoted nine-channel component preserves its frozen parent exactly (491/491); the Q4 fits an 8 GB consumer GPU. Source-pointer remediation open.

Receipt · mars1-q4-rtx5050-benchmark

IN PROGRESS 75%

Typed Hyphae interface

Nine knowledge channels promoted as a governed component at 100% typed accuracy — natural-language generalization still under remediation.

Receipt · mars-hyphae-full-promotion-decision

IN PROGRESS 60%

Consumer packaging

The Q4 parent passes the RTX 5050 gate; packaging the full governed composite under 8 GB is the open campaign.

Receipt · mars-consumer-readiness

IN PROGRESS 90%

Product website

This trilingual surface — dark-only, receipt-bound copy, the knowledge brain. Final polish and native zh review pending.

Receipt · mars-website (this site)

IN PROGRESS 15%

MARS-T ternary body

The CPU-native future: distillation contract preregistered and a first bounded {-1, 0, +1} policy slice admitted. The training ladder is still ahead.

Receipt · mars-t-bounded-student

PLANNED 0%

Public release

Opens only when the streams above pass their gates. No date promises — dates without receipts are noise.

Receipt · —

Next up

The immediate front

  1. A question-conditioned answer selector — closing the measured 67% → 90% answer gate.

  2. Packaging the complete governed composite (parent + channels + heads) as Q4 for 8 GB GPUs.

  3. First rungs of the MARS-T training ladder: action selection and abstention at ternary weights.

Read the receipts behind this page Explore the technology