MedGo Medical AI Systems · Updates

MedGo Extract upgraded: the front rules layer, extraction and post-processing …

Fri, 06 Nov 2026 09:00:00 +0800

MedGo Extract upgraded: the front rules layer, extraction and post-processing are tuned end-to-end on in-house records, with merge parameters refined. The rules layer was regressed on the full outpatient corpus.

DeID model upgraded with on-premises fine-tuning: retrained, with clearly bett…

Wed, 04 Nov 2026 09:00:00 +0800

DeID model upgraded with on-premises fine-tuning: retrained, with clearly better key-field recognition. Recall: name 0.98, ID 0.97, phone 0.98, organization 1.00; overall F2 0.97.

MDT Clinical Field Study

Fri, 30 Oct 2026 09:00:00 +0800

MDT Clinical Field Study

Deep Research: optimized for the Chinese-language interface. /plugin install d…

Thu, 29 Oct 2026 09:00:00 +0800

Deep Research: optimized for the Chinese-language interface. /plugin install deep-research@medgo-skills

Lights performance refactoring: with the status of dozens of sessions monitore…

Thu, 29 Oct 2026 09:00:00 +0800

Lights performance refactoring: with the status of dozens of sessions monitored in real time, steady-state CPU usage is down from 20–79% to about 2%; status-light layout and visual design refined, with the indicator anchored to the input area; download Lights.dmg.

MedGo Extract updated to V1.3: assertion and medication-status fixes — terms t…

Sun, 25 Oct 2026 09:00:00 +0800

MedGo Extract updated to V1.3: assertion and medication-status fixes — terms that contain 无 (wú, “no/without”) as part of the word, expressions such as 未除外 (“not ruled out”) and 不建议 (“not recommended”), trailing discontinuation cues and time-specific doses are now recognized more accurately.

ChatRecall 4.4.2 released: faster long-conversation retrieval; OpenCode / MiMo…

Sat, 24 Oct 2026 09:00:00 +0800

ChatRecall 4.4.2 released: faster long-conversation retrieval; OpenCode / MiMo sessions indexed; 40,000 sessions and 2.1 million messages.

Engineering standards upgrade: version-control audit completed across all proj…

Sat, 24 Oct 2026 09:00:00 +0800

Engineering standards upgrade: version-control audit completed across all projects and live services; each is being brought under Git, with code committed and data and models kept out of the repositories.

Access-layer upgrade: the gateway and cryptographic libraries updated to the l…

Sat, 24 Oct 2026 09:00:00 +0800

Access-layer upgrade: the gateway and cryptographic libraries updated to the latest patch releases; all subdomains are now under access control; version info removed from response headers.

Site-index optimization: search coverage expanded; search keywords and the ind…

Fri, 23 Oct 2026 09:00:00 +0800

Site-index optimization: search coverage expanded; search keywords and the index page updated in sync.

MedHistory Agent interface upgraded: retrieval and verification are shown live…

Fri, 23 Oct 2026 09:00:00 +0800

MedHistory Agent interface upgraded: retrieval and verification are shown live; each fact in an answer links back to its source in the chart (document, date, author and original excerpt).

Pulse system new dashboard launched: the collection dashboard has been redesig…

Fri, 23 Oct 2026 09:00:00 +0800

Pulse system new dashboard launched: the collection dashboard has been redesigned to bring together multi-source monitoring, incremental ingestion, PDF archiving and self-healing status, with key metrics updating live.

Pulse system: more public data sources connected, with continuous testing of c…

Fri, 23 Oct 2026 09:00:00 +0800

Pulse system: more public data sources connected, with continuous testing of collection stability, new-content detection and rule repairs (applied automatically once validated, escalated to a human on failure); end-to-end telemetry can be followed on the dashboard.

MedHistory Agent now autonomously verifies before it answers: multi-step retri…

Thu, 22 Oct 2026 09:00:00 +0800

MedHistory Agent now autonomously verifies before it answers: multi-step retrieval across labs, medications, clinical problem timelines and chart records; every citation and value is checked against what was retrieved, mismatches trigger a re-query, and each step is shown live.

Term Normalization Dictionary version 20261021.1: mismapping and granularity f…