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MedPod GP 3.1.1

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.gitattributes CHANGED
@@ -81,3 +81,4 @@ demo/medpodgp-3.1-linux.mp4 filter=lfs diff=lfs merge=lfs -text
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  demo/medpodgp-3.1-macos.mp4 filter=lfs diff=lfs merge=lfs -text
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LICENSE.md CHANGED
@@ -1,7 +1,7 @@
1
  ---
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  title: "MedPod GP — End-User License Agreement"
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  subtitle: "Free-Distribution EULA · proprietary clinical software, free of charge"
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- issue: "3.1.0"
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  date: "2026-10-14"
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  classification: "Public"
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  ---
 
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  ---
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  title: "MedPod GP — End-User License Agreement"
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  subtitle: "Free-Distribution EULA · proprietary clinical software, free of charge"
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+ issue: "3.1.1"
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  date: "2026-10-14"
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  classification: "Public"
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  ---
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README.md CHANGED
@@ -35,10 +35,11 @@ A product of **CloudKites AI Lab (CloudKites Pty Ltd)**, Sydney, Australia.
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  > output must be reviewed and verified by a qualified clinician. See **Medical
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  > disclaimer & intended use** below.
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- > 🎉 **Latest release: MedPod GP 3.1.0** — native on **macOS, Windows and Linux**,
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- > now with **MedSearch knowledge packs included** (CloudKites' summaries of eTG, AMH and
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- > Australian guidelines), **speech recognition about seven times faster** on Windows and
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- > Linux, and **every Ask AI sentence cited**. The previous edition,
 
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  > [MedPod GP 2.0](#-previous-edition-medpod-gp-20-windows) (Windows), is still available.
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  > 📘 **New to MedPod GP? Start with the [User Guide (PDF)](https://huggingface.co/cloudkites/medpodgp/resolve/main/USER_GUIDE.pdf).**
@@ -82,9 +83,9 @@ The same app, with the same interface, on all three systems — native on each,
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  | Your computer | Download | Install |
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  |---|---|---|
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- | 🍎 **Mac** — Apple silicon (M1 or later), macOS 13+ | [**medpodgp-3.1.0-macos-arm64.dmg**](https://huggingface.co/cloudkites/medpodgp/resolve/main/medpodgp-3.1.0-macos-arm64.dmg) | Open it and drag **MedPod GP** to **Applications** |
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- | 🪟 **Windows 10/11** (64-bit) | [**medpodgp-3.1.0-windows-x64.zip**](https://huggingface.co/cloudkites/medpodgp/resolve/main/medpodgp-3.1.0-windows-x64.zip) | Unzip anywhere and double-click **`medpodgp.exe`** — no installer |
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- | 🐧 **Linux** (x86-64, glibc 2.31+) | [**medpodgp-3.1.0-linux-x64.tar.gz**](https://huggingface.co/cloudkites/medpodgp/resolve/main/medpodgp-3.1.0-linux-x64.tar.gz) | Extract, then `./install.sh` (or run `./medpodgp` in place) |
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  Every file has a matching **`.sha256`**, and
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  [**`SHA256SUMS`**](https://huggingface.co/cloudkites/medpodgp/resolve/main/SHA256SUMS)
@@ -157,6 +158,15 @@ models) with its tokenizer and, for MedGemma, its image encoder.
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  - **💻 Native everywhere** — one app on macOS, Windows and Linux; the Mac's GPU,
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  every core of a Windows or Linux processor; light and dark themes.
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  ## 🎉 What's new in 3.1
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  - **MedSearch knowledge packs included** — 2,617 sources in 18,096 sections, ready the
 
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  > output must be reviewed and verified by a qualified clinician. See **Medical
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  > disclaimer & intended use** below.
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+ > 🎉 **Latest release: MedPod GP 3.1.1** — native on **macOS, Windows and Linux**, with
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+ > **MedSearch knowledge packs included** (CloudKites' summaries of eTG, AMH and Australian
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+ > guidelines), **speech recognition about seven times faster** on Windows and Linux,
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+ > **every Ask AI sentence cited**, and — new in 3.1.1 — **sharper MedSearch**: Ask AI reads
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+ > only the sources that match the question. The previous edition,
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  > [MedPod GP 2.0](#-previous-edition-medpod-gp-20-windows) (Windows), is still available.
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  > 📘 **New to MedPod GP? Start with the [User Guide (PDF)](https://huggingface.co/cloudkites/medpodgp/resolve/main/USER_GUIDE.pdf).**
 
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  | Your computer | Download | Install |
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  |---|---|---|
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+ | 🍎 **Mac** — Apple silicon (M1 or later), macOS 13+ | [**medpodgp-3.1.1-macos-arm64.dmg**](https://huggingface.co/cloudkites/medpodgp/resolve/main/medpodgp-3.1.1-macos-arm64.dmg) | Open it and drag **MedPod GP** to **Applications** |
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+ | 🪟 **Windows 10/11** (64-bit) | [**medpodgp-3.1.1-windows-x64.zip**](https://huggingface.co/cloudkites/medpodgp/resolve/main/medpodgp-3.1.1-windows-x64.zip) | Unzip anywhere and double-click **`medpodgp.exe`** — no installer |
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+ | 🐧 **Linux** (x86-64, glibc 2.31+) | [**medpodgp-3.1.1-linux-x64.tar.gz**](https://huggingface.co/cloudkites/medpodgp/resolve/main/medpodgp-3.1.1-linux-x64.tar.gz) | Extract, then `./install.sh` (or run `./medpodgp` in place) |
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  Every file has a matching **`.sha256`**, and
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  [**`SHA256SUMS`**](https://huggingface.co/cloudkites/medpodgp/resolve/main/SHA256SUMS)
 
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  - **💻 Native everywhere** — one app on macOS, Windows and Linux; the Mac's GPU,
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  every core of a Windows or Linux processor; light and dark themes.
160
 
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+ ## 🎉 What's new in 3.1.1
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+
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+ - **Sharper MedSearch.** Measured on 26 held-out GP questions: a relevant source in the top
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+ four for all of them (92% in 3.1.0), and **83% of the sources Ask AI reads are relevant**
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+ (38% in 3.1.0) — it now reads only the sources that score close to the best one (about 2
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+ instead of 4), so answers stay on topic. Sources written for another setting (pregnancy,
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+ children, dentistry, palliative care, poisoning, …) and a drug's eye, rectal or
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+ combination forms no longer push out the page the question is about.
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+
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  ## 🎉 What's new in 3.1
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  - **MedSearch knowledge packs included** — 2,617 sources in 18,096 sections, ready the
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