{"id":438,"date":"2026-03-20T22:11:16","date_gmt":"2026-03-20T22:11:16","guid":{"rendered":"https:\/\/projects.etc.cmu.edu\/act-vi\/?p=438"},"modified":"2026-03-26T21:35:14","modified_gmt":"2026-03-26T21:35:14","slug":"week-10-mar-16-2026-mar-20-2026","status":"publish","type":"post","link":"https:\/\/projects.etc.cmu.edu\/act-vi\/week-10-mar-16-2026-mar-20-2026\/","title":{"rendered":"Week 10 (Mar. 16, 2026 &#8211; Mar. 20, 2026)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"438\" class=\"elementor elementor-438\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0c4882f e-flex e-con-boxed e-con e-parent\" data-id=\"0c4882f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a3db586 elementor-widget elementor-widget-heading\" data-id=\"a3db586\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span style=\"font-size: 32.96px\">From Chaos to Clarity: Testing AI Performance, Hume Integration, and Creative Direction<\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c1cf0c e-flex e-con-boxed e-con e-parent\" data-id=\"4c1cf0c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5894141 elementor-widget elementor-widget-image\" data-id=\"5894141\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3029.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"List of tasks for this week\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDQzLCJ1cmwiOiJodHRwczpcL1wvcHJvamVjdHMuZXRjLmNtdS5lZHVcL2FjdC12aVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDNcL0lNR18zMDI5LmpwZyJ9\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"931\" height=\"582\" src=\"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3029.jpg\" class=\"attachment-large size-large wp-image-443\" alt=\"\" srcset=\"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3029.jpg 931w, https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3029-300x188.jpg 300w, https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3029-768x480.jpg 768w, https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3029-480x300.jpg 480w\" sizes=\"(max-width: 931px) 100vw, 931px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">List of tasks for this week<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bdea957 e-flex e-con-boxed e-con e-parent\" data-id=\"bdea957\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-97aa9c6 elementor-widget elementor-widget-text-editor\" data-id=\"97aa9c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>This week felt pretty busy. With the full team finally back at ETC, we started by regrouping and syncing with our producers, Aidan and Sudarshan. The team members who went to GDC shared what they learned, which helped everyone in Pittsburgh get up to speed. We didn\u2019t have a huge backlog, so we focused on prioritizing last week\u2019s tasks and figuring out what mattered most going forward.<\/p><p>Early in the week, we talked about exploring new genres for our AI performance. The main ones we liked were medical drama, mystery\/thriller, and superhero. We also briefly discussed a ventriloquism-style idea, inspired by performers like Nina Conti and Paul Zerdin, where someone could \u201cpuppet\u201d the geese characters. We put all these ideas into a slide deck for our weekly meeting with Mo and Brenda.<\/p><p>During that meeting, we got some really helpful feedback. While the ventriloquism idea was interesting, they pointed out that it might take focus away from what our project is really about &#8211; AI and performance. Instead of shifting too much, they encouraged us to build on what we already have. They also suggested that we start showing a short performance every week, something that clearly shows a new feature or improvement.<\/p><p>Based on that, we set our goals for the week. We worked on integrating the Hume AI API, started laying out our final design document, ran a test performance with the new setup, and added a new feature to expand the AI. For puppeteering, we also designed a small beak mask that two actors could wear, moving beyond our earlier paper versions. This helped us explore how physical performance could make the characters feel more expressive.<\/p><p>While working with Hume AI, we ran into a few issues. The Pro plan only allowed one person to access the dashboard, which made collaboration harder. The voices also come with built-in traits that are tough to change. We tried using the voice design feature, but it didn\u2019t feel as flexible or expressive as we wanted. On top of that, the system sometimes repeated lines, and the way it handles prompts is quite different from OpenAI, so we had to adjust.<\/p><p>During testing, we tried our \u201cpushback\u201d interaction mechanic with both Hume AI and OpenAI. The team actually liked how OpenAI handled it more \u2013 it felt more natural and responsive, especially during tense moments. This got us thinking about adding more gameplay elements to make interactions more engaging.<\/p><p>By Friday, we had a longer team meeting to go over the design document, talk about gameplay ideas, and decide how to balance using Hume AI vs OpenAI. We also met with Mo and Brenda again to get ready for our playtest on Saturday.<\/p><p>Overall, it was a really productive week. We made progress on the Hume AI integration, ran tests, explored interaction mechanics, worked on the design document, and started thinking more about gameplay. Next, we\u2019re excited to build out characters for playtesting, improve the experience for new users, and write better prompts \u2013 especially for OpenAI.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e6e5fe3 e-flex e-con-boxed e-con e-parent\" data-id=\"e6e5fe3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9ebb33b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9ebb33b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bbd6fa0 e-flex e-con-boxed e-con e-parent\" data-id=\"bbd6fa0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9def9d4 elementor-widget elementor-widget-text-editor\" data-id=\"9def9d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h6>Link to media and material files from the week:<\/h6>\n<ul>\n<li>\n<p><u><a href=\"https:\/\/docs.google.com\/document\/d\/1dqxXTqwJ1Drd8dXqPMsyRezWZUtRfjTf\/edit?usp=drive_link&amp;ouid=114698897285909967772&amp;rtpof=true&amp;sd=true\">ACT-VI-HOKING-GEESE Project Setup<\/a><\/u><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/1BJwqSGLwcWrLX0B229wvQkfBvNAYbJGD\/view?usp=drive_link\" style=\"text-indent: 0em;\">GDC 2026_ Why LLM Fails for Voice Chat Moderation.pdf<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/1L7Utyp8642kr-WWLSvYU3S32TBtbkg06\/view?usp=drive_link\" style=\"text-indent: 0em;\">GDC 2026_ Turning Conversation into Gameplay \u2013 Courtroom Chaos.pdf<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/13MsU5NUoa0Quz4OiLeZuRYpVsg-Gbgrn\/view?usp=drive_link\" style=\"text-indent: 0em;\">GDC 2026_ The Current State of AI-Native Games.pdf<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/1cnFa5rrlrwFhpOkXOIpaJAHSwooUSimm\/view?usp=drive_link\" style=\"text-indent: 0em;\">GDC 2026_ Next-Generation In-Game AI Experiences (Snapdragon).pdf<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/1xIZ7vQ3PlIQLooy4d5K3Am_soSMSPigo\/view?usp=drive_link\" style=\"text-indent: 0em;\">GDC 2026_ IntelliScene \u2013 Multi-Agent Reasoning-Driven Game Scene Layout.pdf<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/1ls30py3H2t_W2zX_J0wrHXlNJL3iWtUk\/view?usp=drive_link\" style=\"text-indent: 0em;\">GDC 2026_ How AI is Reshaping Game Creation.pdf<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/1msatEJ0ZNaMPYhfVvtVvSETwMUOgUVrP\/view?usp=drive_link\" style=\"text-indent: 0em;\">GDC 2026_ Enhancing NPCs with LLMs \u2013 NC State &amp; Arm.pdf<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/12qAVhWKQrk7w7rzv2NtKKc3lMEY-CaFs\/view?usp=drive_link\" style=\"text-indent: 0em;\">GDC 2026_ Are AI NPCs Actually Good_ Lessons from a Large-Scale Player Study.pdf<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/1pIhYj6lAuIvDkO1p6lMOc0Hvy25cyxHg\/view?usp=drive_link\" style=\"text-indent: 0em;\">GDC 2026_ AI-Driven UGC Creation in Game for Peace<\/a><\/p>\n<\/li>\n<li>\n<p><u style=\"text-indent: 0em;\"><a href=\"https:\/\/drive.google.com\/file\/d\/1K_wqxXdIs9_dtr24seztlA622d5UVIjT\/view?usp=drive_link\">GDC 2026_ AI Executive Panel \u2013 Agentic AI.pdf<\/a><\/u><\/p>\n<\/li>\n<li>\n<p><u style=\"text-indent: 0em;\"><a href=\"https:\/\/drive.google.com\/file\/d\/1Qev1XlDmYPL_dEPfR8QJQOF1SbDSQw0q\/view?usp=drive_link\">GDC 2026_ AI Design Stack \u2013 Agents, 3D Generation, and the Future<\/a><\/u><\/p>\n<\/li>\n<li>\n<p><u style=\"text-indent: 0em;\"><a href=\"https:\/\/docs.google.com\/document\/d\/1l0FYcO2oHp9ZvhMLGvcEX9FAx5YbwecL\/edit?usp=drive_link&amp;ouid=114698897285909967772&amp;rtpof=true&amp;sd=true\">ACT VI 3\/19 Demo Notes<\/a><\/u><\/p>\n<\/li>\n<li>\n<p><u style=\"text-indent: 0em;\"><a href=\"https:\/\/drive.google.com\/file\/d\/1nONZRm7tscoRDK6KYbNuY1ybRcFZdYW_\/view?usp=sharing\">Interaction Gameplay System.pdf<\/a><\/u><\/p>\n<\/li>\n<li>\n<p><u style=\"text-indent: 0em;\"><a href=\"https:\/\/docs.google.com\/presentation\/d\/16A8fGP7Gu1-eeP59qQCzqTS7reQ7ETiW\/edit?usp=sharing&amp;ouid=114698897285909967772&amp;rtpof=true&amp;sd=true\">Week 10 Weekly Instructors Meeting<\/a><\/u><\/p>\n<\/li>\n<li>\n<p><u style=\"text-indent: 0em;\"><a href=\"https:\/\/github.com\/sudarshc-etc\/act-vi-honking-geese\/tree\/Sudarshc-Hume-AI-API-Integration\">Github Link to Hume AI Integration<\/a><\/u><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/youtu.be\/X1KbzALOJF8?si=cC7bPf4aMERoS9hm\">Test 0319 04 OpenaiSad<\/a><\/p>\n<\/li>\n<li>\n<p><a href=\"https:\/\/youtu.be\/REWhmqMF6r0?si=gOr6HVFIvl2wB9y5\">Test 0319 01 NalaRepeatFeathers<\/a><\/p>\n<\/li>\n<li>\n<div>\n<div><a href=\"https:\/\/youtu.be\/AuvDQU_eUfY?si=H3ZnztUhPmpdkkXO\">Test 0319 03 HumeCheat 1<\/a><\/div>\n<\/div>\n<\/li>\n<li>\n<div><a href=\"https:\/\/youtu.be\/tC4Tt9-rpPk?si=yCR9NzAOJn21f7nD\">Test 0319 02 OpenAICheat 1<\/a><\/div>\n<\/li>\n<li>\n<div>\n<div><a href=\"https:\/\/youtu.be\/Gy5hbTo10yQ?si=YMvO4kfqDnjCpe17\">Act VI Playing With UI<\/a><\/div>\n<\/div>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-00034ef e-flex e-con-boxed e-con e-parent\" data-id=\"00034ef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-487054f elementor-widget elementor-widget-eael-image-accordion\" data-id=\"487054f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-image-accordion.default\">\n\t\t\t\t\t    <div class=\"eael-img-accordion accordion-direction-horizontal eael-img-accordion-horizontal-align-center eael-img-accordion-vertical-align-center\" id=\"eael-img-accordion-487054f\" data-img-accordion-id=\"487054f\" data-img-accordion-type=\"on-hover\">\n                    \n            <div class=\"eael-image-accordion-hover eael-image-accordion-item\" style=\"background-image: url(https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3025-scaled-e1774046043784.jpeg);\"  tabindex=\"0\">\n                <div class=\"overlay\">\n                                        <div class=\"overlay-inner \">\n                        <a href=\"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3025-scaled-e1774046043784.jpeg\"><h2 class=\"img-accordion-title\">Liz wearing the beak mask<\/h2><\/a>                    <\/div>\n                <\/div>\n            <\/div>\n                    \n            <div class=\"eael-image-accordion-hover eael-image-accordion-item\" style=\"background-image: url(https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3028.jpg);\"  tabindex=\"0\">\n                <div class=\"overlay\">\n                                        <div class=\"overlay-inner \">\n                        <a href=\"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3028.jpg\"><h2 class=\"img-accordion-title\">Genres discussed as a pivoting idea<\/h2><\/a>                    <\/div>\n                <\/div>\n            <\/div>\n                    \n            <div class=\"eael-image-accordion-hover eael-image-accordion-item\" style=\"background-image: url(https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3027.jpg);\"  tabindex=\"0\">\n                <div class=\"overlay\">\n                                        <div class=\"overlay-inner \">\n                        <a href=\"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-content\/uploads\/2026\/03\/IMG_3027.jpg\"><h2 class=\"img-accordion-title\">Aidan performing in test run for Hume AI Integration<\/h2><\/a>                    <\/div>\n                <\/div>\n            <\/div>\n                <\/div>\n        <style typr=\"text\/css\">\n                    #eael-img-accordion-487054f .eael-image-accordion-hover:hover {\n                        flex: 3 1 0% !important;\n                    }\n                    #eael-img-accordion-487054f .eael-image-accordion-hover:hover:hover .overlay-inner * {\n                        opacity: 1;\n                        visibility: visible;\n                      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With the &hellip;<\/p>\n","protected":false},"author":3,"featured_media":443,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[10],"tags":[],"class_list":["post-438","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs"],"_links":{"self":[{"href":"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-json\/wp\/v2\/posts\/438","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-json\/wp\/v2\/comments?post=438"}],"version-history":[{"count":25,"href":"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-json\/wp\/v2\/posts\/438\/revisions"}],"predecessor-version":[{"id":642,"href":"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-json\/wp\/v2\/posts\/438\/revisions\/642"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-json\/wp\/v2\/media\/443"}],"wp:attachment":[{"href":"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-json\/wp\/v2\/media?parent=438"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-json\/wp\/v2\/categories?post=438"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/projects.etc.cmu.edu\/act-vi\/wp-json\/wp\/v2\/tags?post=438"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}