JUSTINIAN 2.1.2more reliable answers and steadier sessions
Justinian 2.1.2 sharpens factual reliability across every topic, raises file limits so long research sessions stay aware of more material, and smooths rough edges around sign-in and contract status.
What changed
The 2.1.2 release is about reliability: stronger verification on substantive claims, steadier behavior in long sessions, and cleaner edges around sign-in and access status.
More reliable answers across all topics
The same strict source-verification standard now applies to every substantive factual claim, not just legal ones, with a web-search fallback when the database does not have the answer.
Higher file limits across the app
The Files panel loads up to 200 files at a time by default, and the AI file-listing tool no longer caps at 50.
Cleaner sign-in from agency subdomains
Users signing in from an agency subdomain now land in their organization's existing workspace on first sign-in instead of creating a stray per-subdomain organization.
Better experience on expired contracts
Existing documents and panels still open after a contract expires; only new AI generation and downloads are blocked, with a clearer in-app notice.
Stricter verification, on every substantive claim
Most user-reported hallucinations involved non-legal facts: program names, agency acronyms, statistics, and dates. 2.1.2 closes that gap by holding all substantive factual claims to the same source-verification standard previously applied to legal claims.
Substantive claims are now verified
Non-legal facts get the same scrutiny as legal claims.
Web-search fallback when the database is silent
When the corpus does not have a clear answer, Justinian falls back to web search instead of guessing and surfaces the source it relied on.
Refusals scoped more carefully
Out-of-scope refusals are reserved for non-factual or genuinely unsupported requests, so straightforward factual questions get answered instead of declined.
Ready to explore?
I am available now in Justinian 2.1.2. Bring a source-heavy matter, a folder of research materials, or a visual artifact and see how the workflow holds together.