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<span style="font-weight: 600;">ICICLE Release 2025-10</span></div>
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The ICICLE team aims to build the next generation Cyberinfrastructure (CI) to render Artificial Intelligence (AI) more accessible to everyone and to drive its democratization further in solving larger societal problems.</div>
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It is with great pleasure that we announce <b><i>2025-10</i></b> release of ICICLE CI components.</div>
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This release includes the following components:</div>
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<span style="font-weight: 600;">New to ICICLE CI Catalog</span></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 24px 0px 16px; padding-bottom: 0.3em; border-bottom: 1px solid rgba(255, 255, 255, 0.28); font-family: Arial, Helvetica, sans-serif; font-size: 16pt; color: black;" class="elementToProof" id="x_intelligent-cyberinfrastructure">
<span style="font-weight: 600;">Intelligent Cyberinfrastructure</span></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 24px 0px 16px; font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof" id="x_ai-foundations">
<span style="font-weight: 600;">AI Foundations</span></div>
<ul style="direction: ltr; text-align: left; margin-top: 0px; margin-bottom: 0.7em; background-color: rgb(255, 255, 255);" data-line="13">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<div style="direction: ltr; margin: 0px 0px 0.7em; color: rgb(77, 170, 252);" role="presentation">
<b><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://github.com/ICICLE-ai/Camera_Trap" data-auth="NotApplicable" data-linkindex="0" title="https://github.com/ICICLE-ai/Camera_Trap" class="OWAAutoLink" id="OWA1997f1a3-db8e-9da3-e980-f9adffd12f89" href="https://github.com/ICICLE-ai/Camera_Trap">Camera
Trap Benchmark v1.0.0</a></b></div>
</li><ul style="direction: ltr; margin-top: 0px; margin-bottom: 0.7em;" data-line="14">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
A benchmark for camera trap image analysis with adaptive learning capabilities.</li></ul>
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<div style="direction: ltr; margin: 0px 0px 0.7em; color: rgb(77, 170, 252);" role="presentation">
<b><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://github.com/ICICLE-ai/CAN-Benchmark" data-auth="NotApplicable" data-linkindex="1" title="https://github.com/ICICLE-ai/CAN-Benchmark" class="OWAAutoLink" id="OWA6ae08280-c8b6-2e1a-c493-bdd595ec4c7e" href="https://github.com/ICICLE-ai/CAN-Benchmark">'Continually
Adapt or Not' Benchmark v1.0.0</a></b></div>
</li><ul style="direction: ltr; margin-top: 0px; margin-bottom: 0.7em;" data-line="18">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
A curated benchmark for evaluating the performance of pre-trained models and fostering the development of adaptation algorithms in the camera trap domain.</li></ul>
</ul>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 24px 0px 16px; padding-bottom: 0.3em; border-bottom: 1px solid rgba(255, 255, 255, 0.28); font-family: Arial, Helvetica, sans-serif; font-size: 16pt; color: black;" class="elementToProof" id="x_use-inspired-science">
<span style="font-weight: 600;">Use Inspired Science</span></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 24px 0px 16px; font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof" id="x_animal-ecology">
<span style="font-weight: 600;">Animal Ecology</span></div>
<ul style="direction: ltr; text-align: left; margin-top: 0px; margin-bottom: 0.7em; background-color: rgb(255, 255, 255);" data-line="22">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<span role="presentation" style="color: rgb(77, 170, 252);"><b><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://github.com/jennamk14/wildwing-icicle" data-auth="NotApplicable" data-linkindex="2" title="https://github.com/jennamk14/wildwing-icicle" class="OWAAutoLink" id="OWA5356df87-e8fd-5d13-7b22-61c090e691a4" href="https://github.com/jennamk14/wildwing-icicle">WildWing
v1.0</a></b></span></li><ul style="direction: ltr; margin-top: 0px; margin-bottom: 0.7em;" data-line="23">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
An open-source, autonomous and affordable UAS for animal behaviour video monitoring using Parrot Anafi drones to track group-living animals.</li></ul>
</ul>
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<span style="font-weight: 600;"><br>
</span></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 0px 0px 16px; padding-bottom: 0.3em; border-bottom: 1px solid rgba(255, 255, 255, 0.28); font-family: Arial, Helvetica, sans-serif; font-size: 16pt; color: black;" class="elementToProof" id="x_icicle-ci-components-changelog">
<span style="font-weight: 600;">ICICLE CI Components Changelog</span></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 24px 0px 16px; padding-bottom: 0.3em; border-bottom: 1px solid rgba(255, 255, 255, 0.28); font-family: Arial, Helvetica, sans-serif; font-size: 16pt; color: black;" class="elementToProof" id="x_intelligent-cyberinfrastructure-1">
<span style="font-weight: 600;">Intelligent Cyberinfrastructure</span></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 24px 0px 16px; font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof" id="x_ai-foundations-1">
<span style="font-weight: 600;">AI Foundations</span></div>
<ul style="direction: ltr; text-align: left; margin-top: 0px; margin-bottom: 0.7em; background-color: rgb(255, 255, 255);" data-line="31">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<span role="presentation" style="color: rgb(77, 170, 252);"><b><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://github.com/ICICLE-ai/ScienceAgentInterface" data-auth="NotApplicable" data-linkindex="3" title="https://github.com/ICICLE-ai/ScienceAgentInterface" class="OWAAutoLink" id="OWAa9598cdf-8bcf-43b1-7763-56b2fd64686c" href="https://github.com/ICICLE-ai/ScienceAgentInterface">ScienceAgent
v2.1</a></b></span></li><ul style="direction: ltr; margin-top: 0px; margin-bottom: 0.7em;" data-line="32">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
This release has UI refinements, bug fixes, and simplified local setup with filesystem storage.</li></ul>
</ul>
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<span style="font-weight: 600;">AI-for-CI</span></div>
<ul style="direction: ltr; text-align: left; margin-top: 0px; margin-bottom: 0.7em; background-color: rgb(255, 255, 255);" data-line="35">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<span role="presentation" style="color: rgb(77, 170, 252);"><b><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://github.com/COS-IN/iluvatar-faas" data-auth="NotApplicable" data-linkindex="4" title="https://github.com/COS-IN/iluvatar-faas" class="OWAAutoLink" id="OWA775fd648-d9c9-3003-b101-36e20815076b" href="https://github.com/COS-IN/iluvatar-faas">Iluvatar
v1.2.0</a></b></span></li><ul style="direction: ltr; margin-top: 0px; margin-bottom: 0.7em;" data-line="36">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
An open Serverless platform built with the goal of jumpstarting and streamlining FaaS research. It provides a system that is easy and consistent to use, highly modifiable, and directly reports experimental results.</li></ul>
</ul>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 24px 0px 16px; font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof" id="x_software-architecture-and-design">
<span style="font-weight: 600;">Software Architecture and Design</span></div>
<ul style="direction: ltr; text-align: left; margin-top: 0px; margin-bottom: 0.7em; background-color: rgb(255, 255, 255);" data-line="39">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<span role="presentation" style="color: rgb(77, 170, 252);"><b><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://github.com/ICICLE-ai/ct-controller" data-auth="NotApplicable" data-linkindex="5" title="https://github.com/ICICLE-ai/ct-controller" class="OWAAutoLink" id="OWA4ab2cfdc-7ef1-2b09-d5ac-b94a756c7b9d" href="https://github.com/ICICLE-ai/ct-controller">CT-Controller
v0.0.3</a></b></span></li><ul style="direction: ltr; margin-top: 0px; margin-bottom: 0.7em;" data-line="40">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<div role="presentation" class="elementToProof">This release adds support for provisioning through a jump host and adds a demo mode where the ctcontroller can run as an API server.</div>
</li></ul>
</ul>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 24px 0px 16px; padding-bottom: 0.3em; border-bottom: 1px solid rgba(255, 255, 255, 0.28); font-family: Arial, Helvetica, sans-serif; font-size: 16pt; color: black;" class="elementToProof" id="x_use-inspired-science-1">
<span style="font-weight: 600;">Use Inspired Science</span></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 24px 0px 16px; font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof" id="x_animal-ecology-1">
<span style="font-weight: 600;">Animal Ecology</span></div>
<ul style="direction: ltr; text-align: left; margin-top: 0px; margin-bottom: 0.7em; background-color: rgb(255, 255, 255);" data-line="45">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<span role="presentation" style="color: rgb(77, 170, 252);"><b><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://github.com/tapis-project/camera-traps" data-auth="NotApplicable" data-linkindex="6" title="https://github.com/tapis-project/camera-traps" class="OWAAutoLink" id="OWAd986797c-215c-f98c-6f1c-1a42e159c2ef" href="https://github.com/tapis-project/camera-traps">Camera
Traps Edge Software v0.6.0</a></b></span></li><ul style="direction: ltr; margin-top: 0px; margin-bottom: 0.7em;" data-line="46">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black;">
<div style="line-height: 19px;" role="presentation" class="elementToProof">This release adds support for providing a video as an input dataset for simulations and improved metric reporting.</div>
</li></ul>
</ul>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 24px 0px 16px; font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof" id="x_digital-agriculture">
<span style="font-weight: 600;">Digital Agriculture</span></div>
<ul style="direction: ltr; text-align: left; margin-top: 0px; margin-bottom: 0.7em; background-color: rgb(255, 255, 255);" data-line="49">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<span role="presentation" style="color: rgb(77, 170, 252);"><b><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://icicleai.tapis.io/#/harvest" data-auth="NotApplicable" data-linkindex="7" title="https://icicleai.tapis.io/#/harvest" class="OWAAutoLink" id="OWAda09b253-bf1c-fc6c-aaba-132e30e03db6" href="https://icicleai.tapis.io/#/harvest">HARVEST
v1.2</a></b></span></li><ul style="direction: ltr; margin-top: 0px; margin-bottom: 0.7em;" data-line="50">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
This release dramatically reduced problematic page load times, visual indicator enhancements and minor bug fixes.</li></ul>
</ul>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 24px 0px 16px; font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof" id="x_smart-foodsheds">
<span style="font-weight: 600;">Smart Foodsheds</span></div>
<ul style="direction: ltr; text-align: left; margin-top: 0px; margin-bottom: 0.7em; background-color: rgb(255, 255, 255);" data-line="53">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<div style="direction: ltr; margin: 0px 0px 0.7em; color: rgb(77, 170, 252);" role="presentation">
<b><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://github.com/ICICLE-ai/GNNFoodFlowPortal" data-auth="NotApplicable" data-linkindex="8" title="https://github.com/ICICLE-ai/GNNFoodFlowPortal" class="OWAAutoLink" id="OWA2423f3c6-b7ac-2c9e-f9d7-ab241a63631d" href="https://github.com/ICICLE-ai/GNNFoodFlowPortal">Food
Flow Portal v1.1.0</a></b></div>
</li><ul style="direction: ltr; margin-top: 0px; margin-bottom: 0.7em;" data-line="54">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
Web-based visualization portal for exploring and interacting with predicted food flows generated by the GNNFoodFlow models, this release includes the links to other food system softwares and performance improvements.</li><li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<div style="margin: 0px; color: rgb(77, 170, 252);" role="presentation"><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://feast.pods.icicleai.tapis.io" data-auth="NotApplicable" data-linkindex="9" title="https://feast.pods.icicleai.tapis.io/" class="OWAAutoLink" id="OWA23d15389-348a-b8b7-24bf-7fddc0269f4e" href="https://feast.pods.icicleai.tapis.io/">Deployed
now and running on Tapis Pods.</a></div>
<div style="direction: ltr; margin: 0px; color: rgb(77, 170, 252);" role="presentation">
<br>
</div>
</li></ul>
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<div style="direction: ltr; margin: 0px 0px 0.7em; color: rgb(77, 170, 252);" role="presentation">
<b><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://gnnfoodflowportal.pods.icicleai.tapis.io/" data-auth="NotApplicable" data-linkindex="10" title="https://gnnfoodflowportal.pods.icicleai.tapis.io/" class="OWAAutoLink" id="OWA3abc34c7-2edd-3b36-9f66-677ca2e490dc" href="https://gnnfoodflowportal.pods.icicleai.tapis.io/">Food
Equity Access Simulation Technology (FEAST) v0.3</a></b></div>
</li><ul style="direction: ltr; margin-top: 0px; margin-bottom: 0.7em;" data-line="58">
<li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
Agent-based simulation model to evaluate food accessibility scores</li><li style="font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black; direction: ltr;">
<div style="margin: 0px; color: rgb(77, 170, 252);" role="presentation"><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://feast.pods.icicleai.tapis.io" data-auth="NotApplicable" data-linkindex="11" title="https://feast.pods.icicleai.tapis.io/" class="OWAAutoLink" id="OWAcc3acc83-f8f5-3b91-b63e-9d8880d7d75b" href="https://feast.pods.icicleai.tapis.io/">Deployed
now and running on Tapis Pods.</a></div>
<div style="direction: ltr; margin: 0px; color: rgb(77, 170, 252);" role="presentation">
<br>
</div>
</li></ul>
</ul>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: rgb(255, 255, 255); margin: 0px 0px 16px; font-family: Arial, Helvetica, sans-serif; font-size: 12pt;" class="elementToProof">
<span style="color: black;">The ICICLE team is committed to delivering the best software and CI components. We welcome your feedback and suggestions for future releases. A list of all ICICLE components can be found on our website under
</span><span style="color: rgb(77, 170, 252);"><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://icicle.ai/cyberinfrastructure/software" data-auth="NotApplicable" data-linkindex="12" title="https://icicle.ai/cyberinfrastructure/software" class="OWAAutoLink" id="OWA9096c30f-54e3-7baa-8bfa-c3b2dfef4b70" href="https://icicle.ai/cyberinfrastructure/software">CI
& Software</a></span></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: rgb(255, 255, 255); margin: 0px 0px 16px; font-family: Arial, Helvetica, sans-serif; font-size: 12pt;" class="elementToProof">
<span style="color: black;">Please subscribe to </span><span style="color: rgb(77, 170, 252);"><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://lists.osu.edu/mailman/listinfo/icicle-discuss" data-auth="NotApplicable" data-linkindex="13" title="https://lists.osu.edu/mailman/listinfo/icicle-discuss" class="OWAAutoLink" id="OWA2525da55-28a4-c8da-2a44-b0e20988d33b" href="https://lists.osu.edu/mailman/listinfo/icicle-discuss">icicle-discuss</a></span><span style="color: black;"> and
post to discuss all installation/build problems, performance issues, features and other miscellaneous questions related to the different software and CI components of the ICICLE project. You are welcome to post patches and enhancements to the released components.</span></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: rgb(255, 255, 255); margin: 0px 0px 16px; font-family: Arial, Helvetica, sans-serif; font-size: 12pt;" class="elementToProof">
<span style="color: black;">Subscribe to our mailing list </span><span style="color: rgb(77, 170, 252);"><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://lists.osu.edu/mailman/listinfo/icicle-announce" data-auth="NotApplicable" data-linkindex="14" title="https://lists.osu.edu/mailman/listinfo/icicle-announce" class="OWAAutoLink" id="OWA026890ba-0731-4755-3bcd-89981c503864" href="https://lists.osu.edu/mailman/listinfo/icicle-announce">icicle-announce</a></span><span style="color: black;"> to
stay up to date on the latest ICICLE news and releases.</span></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: rgb(255, 255, 255); margin: 0px 0px 16px; font-family: Arial, Helvetica, sans-serif; font-size: 12pt;" class="elementToProof">
<span style="color: black;">Please refer to the </span><span style="color: rgb(77, 170, 252);"><a style="color: rgb(77, 170, 252); margin: 0px;" data-href="https://icicle-ai.github.io/training-catalog/docs/tags/release-2025-10" data-auth="NotApplicable" data-linkindex="15" title="https://icicle-ai.github.io/training-catalog/docs/tags/release-2025-10" class="OWAAutoLink" id="OWA9c9fe53a-97c2-456f-564f-b2c3158b1984" href="https://icicle-ai.github.io/training-catalog/docs/tags/release-2025-10">ICICLE
AI Training Catalog</a></span><span style="color: black;"> for component documentation.</span></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: 1.25; background-color: rgb(255, 255, 255); margin: 0px 0px 16px; padding-bottom: 0.3em; border-bottom: 1px solid rgba(255, 255, 255, 0.28); font-family: Arial, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof" id="x_acknowledgements">
<span style="font-weight: 600;">Acknowledgements</span></div>
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<i>This release is brought to you by the National Science Foundation (NSF) funded AI institute for Intelligent Cyberinfrastructure with Computational Learning in the Environment (ICICLE) (OAC 2112606)</i></div>
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