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"license": "MIT", - "peer": true + "license": "MIT" }, "node_modules/office-addin-project/node_modules/jsonfile": { "version": "4.0.0", @@ -19391,7 +19123,6 @@ "integrity": "sha512-m6F1R3z8jjlf2imQHS2Qez5sjKWQzbuuhuJ/FKYFRZvPE3PuHcSMVZzfsLhGVOkfd20obL5SWEBew5ShlquNxg==", "dev": true, "license": "MIT", - "peer": true, "optionalDependencies": { "graceful-fs": "^4.1.6" } @@ -19402,7 +19133,6 @@ "integrity": "sha512-Er1Z0/2qhkCjHIm3L/ZrtKePl+BBlEmx/pKEM1oZeQt4R7uvaUCIuJZMek4lnAljYJntAgmTYYLAko6GXg9Y0g==", "dev": true, "license": "MIT", - "peer": true, "dependencies": { "@microsoft/app-manifest": "1.0.1", "adm-zip": "0.5.16", @@ -19424,7 +19154,6 @@ "integrity": "sha512-TGw5yVi4saajsSEgz25grObGHEUaDrniwvA2qwSC060KfqGPdglhvPMA2lPIoxs3PQIItj2iag35fONcQqgUaQ==", "dev": true, "license": "MIT", - "peer": true, "engines": { "node": ">=12.0" } @@ -19435,7 +19164,6 @@ "integrity": "sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==", "dev": true, "license": "MIT", - 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"peer": true, "engines": { "node": ">=0.10.0" } @@ -19926,7 +19650,6 @@ "integrity": "sha512-Dp6zGqpTdETdR63lehJYPeIOqpiNBNtc7BpWSLrOje7UaIsE5aY92r/AunQA7rsXvet3lrJ3JnZX29UPTKXyKQ==", "dev": true, "license": "MIT", - "peer": true, "engines": { "node": "*" } @@ -20197,6 +19920,7 @@ } ], "license": "MIT", + "peer": true, "dependencies": { "nanoid": "^3.3.11", "picocolors": "^1.1.1", @@ -20873,7 +20597,6 @@ "dev": true, "license": "MIT", "optional": true, - "peer": true, "dependencies": { "detect-libc": "^2.0.0", "expand-template": "^2.0.3", @@ -20902,7 +20625,6 @@ "dev": true, "license": "Apache-2.0", "optional": true, - "peer": true, "engines": { "node": ">=8" } @@ -20923,6 +20645,7 @@ "integrity": "sha512-I7AIg5boAr5R0FFtJ6rCfD+LFsWHp81dolrFD8S79U9tb8Az2nGrJncnMSnys+bpQJfRUzqs9hnA81OAA3hCuQ==", "dev": true, "license": "MIT", + "peer": true, "bin": { "prettier": "bin/prettier.cjs" }, @@ -21048,7 +20771,6 @@ "integrity": "sha512-TjNPblN4BwAWMXU8s9AEz4JmQxnD1NNL7bNOY/AKUzyamc379FWASUhc/K1pL2noVb+XmZKLL68cjzLsiOAMaA==", "dev": true, "license": "MIT", - "peer": true, "dependencies": { "graceful-fs": "^4.2.4", "retry": "^0.12.0", @@ -21087,8 +20809,7 @@ "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz", "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==", "dev": true, - "license": "MIT", - "peer": true + "license": "MIT" }, "node_modules/prr": { "version": "1.0.1", @@ -21105,7 +20826,6 @@ "dev": true, "license": "MIT", "optional": true, - "peer": true, "dependencies": { "end-of-stream": "^1.1.0", "once": "^1.3.1" @@ -21230,7 +20950,6 @@ "dev": true, "license": "(BSD-2-Clause OR MIT OR Apache-2.0)", "optional": true, - "peer": true, "dependencies": { "deep-extend": "^0.6.0", "ini": "~1.3.0", @@ -21248,7 +20967,6 @@ "dev": true, "license": "MIT", "optional": true, - "peer": true, "engines": { "node": ">=0.10.0" } @@ -21258,6 +20976,7 @@ "resolved": "https://registry.npmjs.org/react/-/react-18.3.1.tgz", "integrity": "sha512-wS+hAgJShR0KhEvPJArfuPVN1+Hz1t0Y6n5jLrGQbkb4urgPE/0Rve+1kMB1v/oWgHgm4WIcV+i7F2pTVj+2iQ==", "license": "MIT", + "peer": true, "dependencies": { "loose-envify": "^1.1.0" }, @@ -21270,6 +20989,7 @@ "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-18.3.1.tgz", "integrity": "sha512-5m4nQKp+rZRb09LNH59GM4BxTh9251/ylbKIbpe7TpGxfJ+9kv6BLkLBXIjjspbgbnIBNqlI23tRnTWT0snUIw==", "license": "MIT", + "peer": true, "dependencies": { "loose-envify": "^1.1.0", "scheduler": "^0.23.2" @@ -21435,8 +21155,7 @@ "resolved": "https://registry.npmjs.org/reflect-metadata/-/reflect-metadata-0.1.14.tgz", "integrity": "sha512-ZhYeb6nRaXCfhnndflDK8qI6ZQ/YcWZCISRAWICW9XYqMUwjZM9Z0DveWX/ABN01oxSHwVxKQmxeYZSsm0jh5A==", "dev": true, - "license": "Apache-2.0", - "peer": true + "license": "Apache-2.0" }, "node_modules/reflect.getprototypeof": { "version": "1.0.10", @@ -21467,7 +21186,6 @@ "integrity": "sha512-OVede/NQE13xBQ+ob5CKd5KyeJYU2YInb1bmV4nRoOfquZPkAkxuOXicSe1PvqIuZZ4kD13sPKBbR7UFDmli6w==", "dev": true, "license": "BSD-3-Clause", - "peer": true, "funding": { "url": "https://github.com/Mermade/oas-kit?sponsor=1" } @@ -21872,7 +21590,6 @@ "integrity": "sha512-9LkiTwjUh6rT555DtE9rTX+BKByPfrMzEAtnlEtdEwr3Nkffwiihqe2bWADg+OQRjt9gl6ICdmB/ZFDCGAtSow==", "dev": true, "license": "MIT", - "peer": true, "engines": { "node": ">= 4" } @@ -21931,7 +21648,6 @@ "integrity": "sha512-540WwVDOMxA6dN6We19EcT9sc3hkXPw5mzRNGM3FkdN/vtE9NFvj5lFAPNwUDmJjXidm3v7TC1cTE7t17Ulm1Q==", "dev": true, "license": "MIT", - "peer": true, "engines": { "node": ">=0.12.0" } @@ -22091,6 +21807,7 @@ "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.17.1.tgz", "integrity": "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g==", "license": "MIT", + "peer": true, "dependencies": { "fast-deep-equal": "^3.1.3", "fast-uri": "^3.0.1", @@ -22455,7 +22172,6 @@ "integrity": "sha512-ggLesLtu2xp+ZxI+ysJTmNjh2U0TsC+rQ/pfED9bUZZ4DKefP27D+7YJVVTvKsmjLpIi9jAa7itwDGkDDmt1GQ==", "dev": true, "license": "MIT", - "peer": true, "dependencies": { "should-equal": "^2.0.0", "should-format": "^3.0.3", @@ -22470,7 +22186,6 @@ "integrity": "sha512-ZP36TMrK9euEuWQYBig9W55WPC7uo37qzAEmbjHz4gfyuXrEUgF8cUvQVO+w+d3OMfPvSRQJ22lSm8MQJ43LTA==", "dev": true, "license": "MIT", - "peer": true, "dependencies": { "should-type": "^1.4.0" } @@ -22481,7 +22196,6 @@ "integrity": "sha512-hZ58adtulAk0gKtua7QxevgUaXTTXxIi8t41L3zo9AHvjXO1/7sdLECuHeIN2SRtYXpNkmhoUP2pdeWgricQ+Q==", "dev": true, "license": "MIT", - "peer": true, "dependencies": { "should-type": "^1.3.0", "should-type-adaptors": "^1.0.1" @@ -22492,8 +22206,7 @@ "resolved": "https://registry.npmjs.org/should-type/-/should-type-1.4.0.tgz", "integrity": "sha512-MdAsTu3n25yDbIe1NeN69G4n6mUnJGtSJHygX3+oN0ZbO3DTiATnf7XnYJdGT42JCXurTb1JI0qOBR65shvhPQ==", "dev": true, - "license": "MIT", - "peer": true + "license": "MIT" }, "node_modules/should-type-adaptors": { "version": "1.1.0", @@ -22501,7 +22214,6 @@ "integrity": "sha512-JA4hdoLnN+kebEp2Vs8eBe9g7uy0zbRo+RMcU0EsNy+R+k049Ki+N5tT5Jagst2g7EAja+euFuoXFCa8vIklfA==", "dev": true, "license": "MIT", - "peer": true, "dependencies": { "should-type": "^1.3.0", "should-util": "^1.0.0" @@ -22512,8 +22224,7 @@ "resolved": "https://registry.npmjs.org/should-util/-/should-util-1.0.1.tgz", "integrity": "sha512-oXF8tfxx5cDk8r2kYqlkUJzZpDBqVY/II2WhvU0n9Y3XYvAYRmeaf1PvvIvTgPnv4KJ+ES5M0PyDq5Jp+Ygy2g==", "dev": true, - "license": "MIT", - "peer": true + "license": "MIT" }, "node_modules/side-channel": { "version": "1.1.0", @@ -22618,8 +22329,7 @@ } ], "license": "MIT", - "optional": true, - "peer": true + "optional": true }, "node_modules/simple-get": { "version": "4.0.1", @@ -22642,7 +22352,6 @@ ], "license": "MIT", "optional": true, - "peer": true, "dependencies": { "decompress-response": "^6.0.0", "once": "^1.3.1", @@ -23100,8 +22809,7 @@ "url": "https://github.com/sponsors/NaturalIntelligence" } ], - "license": "MIT", - "peer": true + "license": "MIT" }, "node_modules/style-loader": { "version": "4.0.0", @@ -23223,7 +22931,6 @@ "integrity": "sha512-upi/0ZGkYgEcLeGieoz8gT74oWHA0E7JivX7aN9mAf+Tc7BQoRBvnIGHoPDw+f9TXTW4s6kGYCZJtauP6OYp7g==", "dev": true, "license": "BSD-3-Clause", - "peer": true, "dependencies": { "call-me-maybe": "^1.0.1", "node-fetch": "^2.6.1", @@ -23252,7 +22959,6 @@ "integrity": "sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg==", "dev": true, "license": "ISC", - "peer": true, "engines": { "node": ">= 6" } @@ -23278,7 +22984,8 @@ "resolved": "https://registry.npmjs.org/tailwindcss/-/tailwindcss-4.1.16.tgz", "integrity": "sha512-pONL5awpaQX4LN5eiv7moSiSPd/DLDzKVRJz8Q9PgzmAdd1R4307GQS2ZpfiN7ZmekdQrfhZZiSE5jkLR4WNaA==", "dev": true, - "license": "MIT" + "license": "MIT", + "peer": true }, "node_modules/tapable": { "version": "2.3.0", @@ -23299,7 +23006,6 @@ "integrity": "sha512-7NyxrTE4Anh8km8iEy7o0QYPs+0JKBTj5ZaqHg6B39erLg0qYXN3BijtShwbsNSvQ+LN75+KV+C4QR/f6Gwnpg==", "dev": true, "license": "BlueOak-1.0.0", - "peer": true, "dependencies": { "@isaacs/fs-minipass": "^4.0.0", "chownr": "^3.0.0", @@ -23318,7 +23024,6 @@ "dev": true, "license": "MIT", "optional": true, - "peer": true, "dependencies": { "chownr": "^1.1.1", "mkdirp-classic": "^0.5.2", @@ -23332,8 +23037,7 @@ "integrity": "sha512-jJ0bqzaylmJtVnNgzTeSOs8DPavpbYgEr/b0YL8/2GO3xJEhInFmhKMUnEJQjZumK7KXGFhUy89PrsJWlakBVg==", "dev": true, "license": "ISC", - "optional": true, - "peer": true + "optional": true }, "node_modules/tar-stream": { "version": "2.2.0", @@ -23342,7 +23046,6 @@ "dev": true, "license": "MIT", "optional": true, - "peer": true, "dependencies": { "bl": "^4.0.3", "end-of-stream": "^1.4.1", @@ -23360,7 +23063,6 @@ "integrity": "sha512-YgvUTfwqyc7UXVMrB+SImsVYSmTS8X/tSrtdNZMImM+n7+QTriRXyXim0mBrTXNeqzVF0KWGgHPeiyViFFrNDw==", "dev": true, "license": "BlueOak-1.0.0", - "peer": true, "engines": { "node": ">=18" } @@ -23514,7 +23216,6 @@ "integrity": "sha512-jRCJlojKnZ3addtTOjdIqoRuPEKBvNXcGYqzO6zWZX8KfKEpnGY5jfggJQ3EjKuu8D4bJRr0y+cYJFmYbImXGw==", "dev": true, "license": "MIT", - "peer": true, "dependencies": { "os-tmpdir": "~1.0.2" }, @@ -23582,7 +23283,6 @@ "integrity": "sha512-L0Orpi8qGpRG//Nd+H90vFB+3iHnue1zSSGmNOOCh1GLJ7rUKVwV2HvijphGQS2UmhUZewS9VgvxYIdgr+fG1A==", "dev": true, "license": "MIT", - "peer": true, "bin": { "tree-kill": "cli.js" } @@ -23739,6 +23439,7 @@ "integrity": "sha512-f0FFpIdcHgn8zcPSbf1dRevwt047YMnaiJM3u2w2RewrB+fob/zePZcrOyQoLMMO7aBIddLcQIEK5dYjkLnGrQ==", "dev": true, "license": "MIT", + "peer": true, "dependencies": { "@cspotcode/source-map-support": "^0.8.0", "@tsconfig/node10": "^1.0.7", @@ -23782,7 +23483,8 @@ "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz", "integrity": "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==", "dev": true, - "license": "0BSD" + "license": "0BSD", + "peer": true }, "node_modules/tunnel-agent": { "version": "0.6.0", @@ -23791,7 +23493,6 @@ "dev": true, "license": "Apache-2.0", "optional": true, - "peer": true, "dependencies": { "safe-buffer": "^5.0.1" }, @@ -23932,8 +23633,7 @@ "resolved": "https://registry.npmjs.org/typedi/-/typedi-0.10.0.tgz", "integrity": "sha512-v3UJF8xm68BBj6AF4oQML3ikrfK2c9EmZUyLOfShpJuItAqVBHWP/KtpGinkSsIiP6EZyyb6Z3NXyW9dgS9X1w==", "dev": true, - "license": "MIT", - "peer": true + "license": "MIT" }, "node_modules/typescript": { "version": "5.9.3", @@ -23941,6 +23641,7 @@ "integrity": "sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==", "dev": true, "license": "Apache-2.0", + "peer": true, "bin": { "tsc": "bin/tsc", "tsserver": "bin/tsserver" @@ -23992,8 +23693,7 @@ "resolved": "https://registry.npmjs.org/uhyphen/-/uhyphen-0.2.0.tgz", "integrity": "sha512-qz3o9CHXmJJPGBdqzab7qAYuW8kQGKNEuoHFYrBwV6hWIMcpAmxDLXojcHfFr9US1Pe6zUswEIJIbLI610fuqA==", "dev": true, - "license": "ISC", - "peer": true + "license": "ISC" }, "node_modules/unbox-primitive": { "version": "1.1.0", @@ -24019,8 +23719,7 @@ "resolved": "https://registry.npmjs.org/underscore/-/underscore-1.13.7.tgz", "integrity": "sha512-GMXzWtsc57XAtguZgaQViUOzs0KTkk8ojr3/xAxXLITqf/3EMwxC0inyETfDFjH/Krbhuep0HNbbjI9i/q3F3g==", "dev": true, - "license": "MIT", - "peer": true + "license": "MIT" }, "node_modules/undici-types": { "version": "7.16.0", @@ -24404,7 +24103,6 @@ "integrity": "sha512-KxPOq3V2LmfQPP4eqf3Mq/zrT0Dqp2Vmx2Bn285LwVahLc+CsxOM0crBHczm8ijlcjZ0Q5Xd6LW3z3odTPnlrw==", "dev": true, "license": "MIT", - "peer": true, "engines": { "node": ">= 0.10" } @@ -24478,7 +24176,6 @@ "integrity": "sha512-perEnXQdQOJMTDFNv+UF3h1Y0z4iSiaN9jIlb0OqIYgosPCZGYh/MCUlkFtV2668PL69lRDO32hmvL2yiidUYg==", "dev": true, "license": "MIT", - "peer": true, "engines": { "node": ">=8.0.0 || >=10.0.0" } @@ -24538,6 +24235,7 @@ "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.102.1.tgz", "integrity": "sha512-7h/weGm9d/ywQ6qzJ+Xy+r9n/3qgp/thalBbpOi5i223dPXKi04IBtqPN9nTd+jBc7QKfvDbaBnFipYp4sJAUQ==", "license": "MIT", + "peer": true, "dependencies": { "@types/eslint-scope": "^3.7.7", "@types/estree": "^1.0.8", @@ -24587,6 +24285,7 @@ "integrity": "sha512-pIDJHIEI9LR0yxHXQ+Qh95k2EvXpWzZ5l+d+jIo+RdSm9MiHfzazIxwwni/p7+x4eJZuvG1AJwgC4TNQ7NRgsg==", "dev": true, "license": "MIT", + "peer": true, "dependencies": { "@discoveryjs/json-ext": "^0.5.0", "@webpack-cli/configtest": "^2.1.1", diff --git a/frontend/src/static/index.html b/frontend/src/static/index.html index 66cfe867..9e44fbf6 100644 --- a/frontend/src/static/index.html +++ b/frontend/src/static/index.html @@ -1,106 +1,101 @@ - - - - Thoughtful - - - - - - - + + + + Thoughtful - -
- -
+ + + + + + + -
-
-
-

Thoughtful

-

AI-powered tools for helping you draft and revise your documents

-
+ +
+
+ + -
-
- - Microsoft Word Add-in +
+
+
+

Thoughtful

+

AI-powered tools for helping you draft and revise your documents

-
+ + - -
- -

Try it out!

- - - -

Or add to Microsoft Word

+
+
+ + Microsoft Word Add-in +
+
+ + +
+ +

Try it out!

+ + + +

Or add to Microsoft Word

+ +
+ +
+
+ + -
-
- - Interested? Sign up for our Study! + + - - - + \ No newline at end of file diff --git a/frontend/src/static/seniorProject2024.html b/frontend/src/static/seniorProject2024.html index e950ee11..1dd516ea 100644 --- a/frontend/src/static/seniorProject2024.html +++ b/frontend/src/static/seniorProject2024.html @@ -8,206 +8,251 @@ AI for Writers - + - -
- -
+ +
+ +
-
- +
+ -
-

Vision

-
-
-

- Under the guidance of Dr. Ken Arnold, the Thoughtful AI lab conducts research into applications of large language models (LLMs) - which enhance—but do not replace—the users’ writing. Our lab focuses on two categories of these applications: AI-generated - feedback for the revision stage of writing and AI-generated recommendations for the drafting stage of writing. -

-

- From 2023-2024, we developed a Microsoft Word add-in whose AI-generated suggestions were primed for modification and personalization, - facilitating more fine-grained involvement in the writing process. This year, we aim to further this work in four ways: - publishing an analysis of prior user studies on our system, utilizing the report’s findings to improve user experience, designing a - longitudinal study with the improved system, and integrating revision/drafting features into a single app published on the Microsoft - Store. -

- For more context on our project, you can read our original project proposal - here. - -
- Microsoft Word Add-in +
+

Vision

+
+
+

+ Under the guidance of Dr. Ken Arnold, the Thoughtful AI lab conducts research into applications of large + language models (LLMs) + which enhance—but do not replace—the users’ writing. Our lab focuses on two categories of these + applications: AI-generated + feedback for the revision stage of writing and AI-generated recommendations for the drafting stage of + writing. +

+

+ From 2023-2024, we developed a Microsoft Word add-in whose AI-generated suggestions were primed for + modification and personalization, + facilitating more fine-grained involvement in the writing process. This year, we aim to further this work in + four ways: + publishing an analysis of prior user studies on our system, utilizing the report’s findings to improve user + experience, designing a + longitudinal study with the improved system, and integrating revision/drafting features into a single app + published on the Microsoft + Store. +

+ For more context on our project, you can read our original project proposal + here. +
-
+ Microsoft Word Add-in +
+
+

+ Some questions we aim to address in this project include: +

+
    +
  • How does constraining LLM generations to single-sentence completions affect how + people use + AI-generated text in their writing?
    • +
  • How do further constraints to those single-sentence completions—such as constraining + output + to key words or turning the + completion into a question—affect how people use AI-generated text in their writing?
    • +
  • How might any of these completions be applicable to the revision stage of writing? +
    • +
  • How should we integrate AI-generated feedback and AI-generated completions into a + single + cohesive tool?
    • +
+
+
+ +
+

Approaches

+
+

- Some questions we aim to address in this project include: + We developed a Microsoft Word sidebar that offered next-sentence suggestions expressed in four different + ways:

    -
  • How does constraining LLM generations to single-sentence completions affect how people use - AI-generated text in their writing?
    • -
  • How do further constraints to those single-sentence completions—such as constraining output - to key words or turning the - completion into a question—affect how people use AI-generated text in their writing?
    • -
  • How might any of these completions be applicable to the revision stage of writing?
    • -
  • How should we integrate AI-generated feedback and AI-generated completions into a single - cohesive tool?
    • +
  • Completion of a current thought: provides a single pre-written + sentence
    • +
  • A question about current/future writing: a question the writer could + answer in the next sentence
    • +
  • A list of possible vocabulary: vocabulary to use in the next + sentence
    • +
  • A rhetorical strategy to employ: directions on the kind of sentence + to write, such as citing statistics, offering a personal anecdote, incorporating a counterargument, etc. +
-
- -
-

Approaches

-
-
-

- We developed a Microsoft Word sidebar that offered next-sentence suggestions expressed in four different - ways: -

-
    -
  • Completion of a current thought: provides a single pre-written - sentence
    • -
  • A question about current/future writing: a question the writer could - answer in the next sentence
    • -
  • A list of possible vocabulary: vocabulary to use in the next sentence
    • -
  • A rhetorical strategy to employ: directions on the kind of sentence - to write, such as citing statistics, offering a personal anecdote, incorporating a counterargument, etc.
    • -
-
-
- Generation Types -
+
+ Generation Types
-
+
+
-
-

Progress So Far

-

- After conducting a pilot study with N=9 participants, we coded each of the resulting transcript logs to categorize - user feedback by topic and theme. Generally, participants found questions and rhetorical moves to be useful and friendly, and - found abstract prompts more useful than individual words or turns of phrase. We intend to further contextualize these findings - in process-oriented writing theory to evaluate how suggestions might play a role in various stages of the - writing process. Current analysis suggests that writers can gain the most from AI assistance during the pre-translation - phase—that is, before they put an idea into words. -

-

- In tandem with this research, project development has continued with a focus on integrating previous works, finalizing DevOps, and improving the - robustness of our system. All prior functionality is now merged into a single Microsoft Word add-in, and its backend migrated - onto Azure Services for better scalability and reliability. We also implemented authentication (OAuth) to allow users to - sign in to our add-in using their third-party accounts. Currently, we are in the process of publishing our application to the Microsoft Store. -

-
+
+

Progress So Far

+

+ After conducting a pilot study with N=9 participants, we coded each of the resulting transcript logs to + categorize + user feedback by topic and theme. Generally, participants found questions and rhetorical moves to be useful and + friendly, and + found abstract prompts more useful than individual words or turns of phrase. We intend to further contextualize + these findings + in process-oriented writing theory to evaluate how suggestions might play a role in various stages of the + writing process. Current analysis suggests that writers can gain the most from AI assistance during the + pre-translation + phase—that is, before they put an idea into words. +

+

+ In tandem with this research, project development has continued with a focus on integrating previous works, + finalizing DevOps, and improving the + robustness of our system. All prior functionality is now merged into a single Microsoft Word add-in, and its + backend migrated + onto Azure Services for better scalability and reliability. We also implemented authentication (OAuth) to allow + users to + sign in to our add-in using their third-party accounts. Currently, we are in the process of publishing our + application to the Microsoft Store. +

+
-
-

Future Work

-
+
+

Future Work

+

On the research end, we plan to:

-
    -
  • Further compare writers’ usage of our prototype suggestions
    • -
  • Contextualize our findings in the broader literature
    • -
  • Iterate on our current study design in a follow-up deployment study
    • -
  • Debrief with the development team on opportunities for additional functionality or affordances
    • -
-
-
-

On the development end, we plan to:

-
    -
  • Publish to the Microsoft Store and run usability tests
    • -
  • Improve system robustness
    • -
  • Iterate on the sidebar interface
    • -
  • Refine the quality of AI-generated suggestions
    • -
-
-
+
    +
  • Further compare writers’ usage of our prototype suggestions
    • +
  • Contextualize our findings in the broader literature
    • +
  • Iterate on our current study design in a follow-up deployment study
    • +
  • Debrief with the development team on opportunities for additional functionality or + affordances
    • +
+
+
+

On the development end, we plan to:

+
    +
  • Publish to the Microsoft Store and run usability tests
    • +
  • Improve system robustness
    • +
  • Iterate on the sidebar interface
    • +
  • Refine the quality of AI-generated suggestions
    • +
+
+
-
-

Our Team

-
-
-
- Jason Chew -

Jason Chew

 -
-

Whether it be in code or in composition, Jason enjoys applying his syntactical skills across - a variety of domains—a trait which has made him particularly interested in the intersection of AI and writing.

+
+

Our Team

+
+
+
+ Jason Chew + +

Jason Chew

+
-
-
- Daniel Kim -

Daniel Kim

 -
-

Daniel is passionate about human-computer interaction and designing intuitive user interfaces. - Amidst the widespread proliferation of AI technologies, Daniel aims to develop AI-powered tools - that are both useful and user-friendly.

+

Whether it be in code or in composition, Jason enjoys applying his syntactical skills + across + a variety of domains—a trait which has made him particularly interested in the intersection of AI and + writing.

+
+
+
+ Daniel Kim + +

Daniel Kim

+
-
-
- Kenneth C. Arnold -

Dr. Kenneth C. Arnold

 -
-

Advisor for the Thoughtful AI Lab and its associated senior projects at Calvin University.

+

Daniel is passionate about human-computer interaction and designing intuitive user + interfaces. + Amidst the widespread proliferation of AI technologies, Daniel aims to develop AI-powered tools + that are both useful and user-friendly.

+
+
+
+ Kenneth C. Arnold + +

Dr. Kenneth C. Arnold

+
-
-
- Jiho Kim -

Jiho Kim

 -
-

Associate researcher.

+

Advisor for the Thoughtful AI Lab and its associated senior projects at Calvin + University.

+
+
+
+ Jiho Kim + +

Jiho Kim

+
-
-
- Ray Flanagan -

Ray Flanagan

 -
-

Associate researcher and developer.

+

Associate researcher.

+
+
+
+ Ray Flanagan + +

Ray Flanagan

+
-
-
- Daniel Kwon -

Daniel Kwon

 -
-

Associate developer. Recently joined.

+

Associate researcher and developer.

+
+
+
+ Daniel Kwon + +

Daniel Kwon

+
-
-
- Hannah Yoo -

Hannah Yoo

 -
-

Associate researcher and developer. Recently joined.

+

Associate developer. Recently joined.

+
+
+
+ Hannah Yoo + +

Hannah Yoo

+
+

Associate researcher and developer. Recently joined.

-
-
+
+ + - + - + \ No newline at end of file