Newsroom

The leading edge, measured.

Releases, improvements, benchmarks and frontier research from LAW. What shipped, when it shipped, and the run behind every figure.

17/17: fabricated citations caught
90/90: citations verified in a filed brief
453: self-tests in every release
77: stages in the filing gate

Latest

October 8, 2026
Benchmark
Every Release Is Rehearsed as a Client First
Release 11.40 was installed into a clean home and walked as a client: 14 of 14 steps passed, 207 probes, in 232 seconds.
See the run
September 22, 2026
Benchmark
The Filing Gate: 77 Stages
Every paper passes 77 stages in 10 lanes before it is called ready to file.
See the run
September 13, 2026
Release
Kit 9.27: A Privacy Scrub, Rehearsed as a Client Before It Shipped
Installed into a clean home with nothing from any other workspace reachable and walked as a client: 10 of 10 steps, 70 probes, 213 of 213 self-tests, signed.
September 13, 2026
Release
Kit 9.26: One Arithmetic Grammar for the Filing Gate and the Desk
The gate and the desk now read the figures in a paper with the same rules, so a number is checked the same way wherever it appears.
September 13, 2026
Benchmark
Citation Existence: Invented Authority Is Refused
17 of 17 fabricated citations were caught and none reached a draft. 34 of 35 real citations were confirmed at the reporter; a citation counts as confirmed only when the lookup returns it, so an inconclusive lookup counts against us and the citation is withheld rather than admitted, across 10 reporter formats.
See the run
September 13, 2026
Benchmark
Held-Out Safeguard Audit
6 safeguards were graded on questions they were never built from, and every one caught every planted defect, with no false alarms.
See the run
September 12, 2026
Release
Kit 9.23: The Checks a Clerk Applies, Run Before You File
Clerk-facing filing checks, graded on held-out questions they were not built from.
September 12, 2026
Release
Choose the Model That Answers
Gage’s router, your own provider key, a router you already run, or yours first with ours as fallback. The reply says which one answered, and the matter stays with you.
September 12, 2026
Release
Deadlines Counted Backward From a Hearing
The deadline board counts back from a hearing date, records a court closure you name, and never lands a deadline on a day the court is shut.
September 12, 2026
Release
A Constitutional Ground Argued Is a Ground Preserved
A paper that argues a constitutional standard is checked for the sentence that preserves the ground for review.
September 12, 2026
Benchmark
9,427,210 Opinions, Read in Full
The full text of American case law, joined by 77,481,570 citation links.
See the run
September 11, 2026
Release
Read Before You Cite
No authority enters a draft until it has been read in full and recorded. A search snippet, a headnote or a summary is not a read.
September 11, 2026
Release
Overruled Law Is Stopped Before Filing
A draft that cites a case that is no longer good law is stopped at the gate, not merely flagged.
September 11, 2026
Release
Every Quotation Checked Against Its Source
A quoted passage must appear in the opinion you read, or the gate refuses it as a quotation.
September 11, 2026
Release
Adversarial Review Before a Paper Is Called Checked
A draft is put to a panel of hostile readers, and the record shows whether it was.
September 11, 2026
Release
A Title Beside a Name Is a Claim, and It Is Checked
Esq., Counsel of Record, Registered Agent or Managing Member beside a name is flagged when your own record does not support it.
September 11, 2026
Release
What the Court Did, and Which of It Your Paper Answered
Record a ruling with what the court relied on, and see which of those points your filing had met.
September 11, 2026
Release
A Discovery Registry for Every Matter
Interrogatories, requests for production and requests for admission, each tracked with its served date and its state.
September 11, 2026
Release
Records Requests, and the Clock Each One Starts
Log a records request and the kit computes when the answer is owed.
September 11, 2026
Release
Preservation Letters, Drafted From Your Own Facts
Draft a litigation hold before you need the subpoena, and record who it went to and when. Nothing is sent for you.
September 10, 2026
Research
Grounded Drafting and Citation Accuracy
Answers drafted with retrieval verified 70 of 74 citations; drafted from model knowledge alone, 209 of 239, with no fabricated citation in either run.
See the run
August 28, 2026
Benchmark
A Filed Brief, Every Citation Resolved
The citation firewall ran over a brief filed in a state circuit court: 90 cited, 90 verified, 0 fabricated.
See the run

Frontier research

PublicationsCitation existence, the held-out safeguard audit, grounded drafting and the release rehearsal, each generated from its run.Open The ProofEvery figure in this newsroom with its run date, its method and the record it was read from.Open SecurityHow a matter is kept on your machine, carried in transit, and how every release is signed.Open

Start free See the proof

Every Release Is Rehearsed as a Client First

The Filing Gate: 77 Stages

Kit 9.27: A Privacy Scrub, Rehearsed as a Client Before It Shipped

Kit 9.26: One Arithmetic Grammar for the Filing Gate and the Desk

Citation Existence: Invented Authority Is Refused

Held-Out Safeguard Audit

Kit 9.23: The Checks a Clerk Applies, Run Before You File

Choose the Model That Answers

Deadlines Counted Backward From a Hearing

A Constitutional Ground Argued Is a Ground Preserved

9,427,210 Opinions, Read in Full

Read Before You Cite

Overruled Law Is Stopped Before Filing

Every Quotation Checked Against Its Source

Adversarial Review Before a Paper Is Called Checked

A Title Beside a Name Is a Claim, and It Is Checked

What the Court Did, and Which of It Your Paper Answered

A Discovery Registry for Every Matter

Records Requests, and the Clock Each One Starts

Preservation Letters, Drafted From Your Own Facts

Grounded Drafting and Citation Accuracy

A Filed Brief, Every Citation Resolved