Published March 17, 2023 | Version 1.0.0
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Case Study: Deployment of AI Assistant for Commercial Work

  • 1. ZORALab Enterprise

Description

The development of AI has reached a level of sophistication where it can generate new content based on internalized datasets, including both text and images, across different AI products. As of 2023, AI assistant is being used for testing and path-finding purposes and has garnered significant attention from various industries worldwide. At ZORALab, the author tested and deployed several AI assistant products, including Chat GPT-3 and DALL·E 2 from OpenAI and StableDiffusion from Stability AI, specifically for commercial use. The work covered in this paper includes successful context and content reviews, as well as the creation of logo vector graphics using these AI assisting tools. This case study demonstrates the potential for AI for improving commercial work processes. This paper provides a summarized review of applied AI products offered by OpenAI and Stability AI covering their purpose, roles, capabilities, and outputs. The author then identifies commercial requirements at ZORALab that are applicable for deployment, outlines the reasoning behind these decisions, and assesses the risks associated with implementation. A work process is developed as a result of this analysis. The paper concludes with the author's analytic findings highlighting the potential for AI to improve commercial work processes and outcomes.

WARNING: Paper contains censored explicit images generated by AI, intentionally and unintentionally due to testing. Viewer is advised.

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References

  • OPENAI; 2023; "DALL·E 2"; Products; OpenAI; Accessed on March 13, 2023; Available at: https://openai.com/product/dall-e-2
  • ALEX NICHOL; 2022; "DALL·E 2 pre-training mitigations"; OpenAI; Accessed on March 13, 2023; available at: https://openai.com/research/dall-e-2- pre-training-mitigations
  • MERRIAM-WEBSTER; 2023; "Creativity"; Dictionary; Merriam-Webster's Unabridged Dictionary, Springfield, MA, USA; Accessed on March 13, 2023; Available at: https://www.merriam-webster.com/dictionary/crea tivity
  • CAMBRIDGE UNIVERSITY PRESS; 2023; "Creativity"; Dictionary > English; Cambridge University Press & Assessment; Cambridge, United Kingdom; Accessed on March 13, 2023; Available at: https://dictionary.cambridge.org/dictionary/englis h/creativity
  • BARBARA KERR; 2023; "Creativity"; Health & Medicine > Psychology & Mental Health; Encyclopædia Britannica, Inc. via britannica.com, London, United Kingdom; Accessed on March 13, 2023; Available at: https://www.britannica.com/topic/creativity/Researc h-on-the-creative-process
  • OPENAI; 2023; "DALL·E 2"; OpenAI Labs; OpenAI; Accessed on March 13, 2023; Available (but requires an account login) at: https://labs.openai.com/
  • OPENAI; 2023; "Pricing"; OpenAI; Accessed on March 13, 2023; Available at: https://openai.com/pricing
  • ADITYA RAMESH, PRAFULLA DHARIWAL, ALEX NICHOL, CASEY CHU, MARK CHEN; 2022; "Hierarchical Text-Conditional Image Generation with CLIP Latents"; OpenAI via ArXiv.org; Accessed on March 13, 2023; Available at: https://arxiv.org/pdf/2204.06125.pdf
  • STABLE DIFFUSION; 2023; "Stable Diffusion Online"; Stable Diffusion Online; Accessed on March 13, 2023; Available at: https://stablediffusionweb.com/
  • STABILITY.AI; 2023; "Stable Diffusion Public Release"; Blog; Stability AI Ltd; Accessed on March 13, 2023; Available at: https://stability.ai/blog/stable-diffusionpublic-release
  • STABILITY.AI; 2023; "Stable Diffusion Launch Announcement"; Blog; Stability AI Ltd; Accessed on March 13, 2023; Available at: https://stability.ai/blog/stable-diffusionannouncement
  • INVOKEAI TEAM; 2023; "InvokeAI"; InvokeAI Team; Accessed on March 13, 2023; Available at: https://invoke-ai.github.io/InvokeAI/
  • DAVID HOLZ, JIM KELLER, PHILIP ROSEDALE, NAT FRIEDMAN, BILL WARNER, DANIEL, MAX, JACK, THOMAS, RED, SAM, NADIR, SEBASTIAN, MAX SILLS, NADIA ALI, KATRYNA, ANCIENT CHAOS, AFTERBURNER, AMIRKERR, BARTEK. BLUE MAN, CHRISVIAU, CODY BOY, CROAKIE, DEZM0N, DIGITALDRAGON, EIKYUU, FEONIX, FRACTL, ISAACQ, JAYSCOTT, KAV2K, MATTHEWHAGGETT, MEGGIRBOT, REIKO, SANNE (MS. UNICORN), SCHOFE, SHADE, SIRKUT, SPOOKYDAN, SQUIREZED, STARSHADOWX2, TALLATH, XAPHEDO, AJMARS, AMEADES, APRICUS, BONNIE BEAR, CLARINET, CLASSPECTANON, DAFYOMILIMERICK, DEE, DUDU, EKU, EOJIN'S REVIEWS, FAB1AN, FL4MIN_XX, FIREFLY, GIGGLETHUMPS, GOOFBALL, HISTORIAN, HOXXONIA, IPPITY, JRDSCTT, KATH, KEVAZY, KINKY KONG, KRAKPUT, KYUN, LARC, MARIGOLD, MOLANG, NOODLECAKE, PTITCITRON, REPLICANT, ROC, SHANEMCG, SOAR, STON3ZY, SUNSHINEYDAY, TAYLORV, THEO3, TRENT, WEAVING LIGHT, ZU; 2023; "Midjourney"; MidJourney.com; Accessed on March 13, 2023; Available at: https://www.midjourney.com/
  • OPENAI; 2022; "Introducing ChatGPT"; Blog; OpenAI; Accessed on March 13, 2022; Available at: https://openai.com/blog/chatgpt
  • CHIRSTIAN TERWIESCH; 2023; "Would Chat GPT3 Get a Wharton MBA? A Prediction Based on Its Performance in the Operations Management Course"; Mack Institute for Innovation Management at the Wharton School; University of Pennsylvania, USA; Accessed on March 13, 2023; Available at: https://mackinstitute.wharton.upenn.edu/wpcontent/uploads/2023/01/Christian-TerwieschChat-GTP.pdf
  • TIFFANY H. KUNG, MORGAN CHEATHAM, ARIELLE MEDENILLA, CZARINA SILLOS, LORIE DE LEON, CAMILLE ELEPAÑO, MARIA MADRIAGA, RIMEL AGGABAO, GIEZEL DIAZ-CANDIDO, JAMES MANINGO, VICTOR TSENG; 2023; "Performance of ChatGPT on USMLE: Potential for AI-assisted medical education using large language models"; PLOS Digit Health 2(2): e0000198; DOI: 10.1371/journal.pdig.0000198; Accessed on March 13, 2023; Available at: https://doi.org/10.1371/journal.pdig.0000198
  • JONATHAN H. CHOI, KRISTIN E. HICKMAN, AMY MONAHAN, DANIEL SCHWARCZ; 2023; "ChatGPT Goes to Law School"; Minnesota Legal Studies Research Paper No. 23-03; DOI: 10.2139/ssrn.4335905; Accessed on March 13, 2023; Available at: http://dx.doi.org/10.2139/ssrn.4335905
  • LUCY YANG; 2018; "Scarlett Johansson wore a dress from a brand founded by Harvey Weinstein's estranged wife Georgina Chapman — and she's the first celebrity to do it since the scandal erupted"; Retails Contributors; Insider Inc. via Business Insider; Accessed on March 13, 2023; Available at: https://businessinsider.com/scarlettjohansson-marchesa-georgina-chapman-harveyweinstein-met-gala-2018-5
  • JEFFREY BRAINARD; 2021; "The $450 question: Should journals pay peer reviewers?"; Science Insider > Science Community; DOI: 10.1126/science.abh3175; American Association for the Advancement of Science, USA; Accessed on March 13, 2023; Available at: https://www.science.org/content/article/450- question-should-journals-pay-peer-reviewers
  • PLOS; 2023; "Publication Fees"; Publish; PLOS California, USA; Accessed on March 13, 2023; Available at: https://plos.org/publish/fees/
  • REBRAND; 2023; "Logo Design Malaysia"; Web Design KL, Malaysia; Accessed on March 14, 2023; Available at: https://www.rebrand.com.my/logodesign-malaysia/
  • WEB NINJA; 2023; "Logo Design Malaysia"; Web Ninja Studio, Malaysia; Accessed on March 14, 2023; Available at: https://www.webninja.com.my/logodesign/
  • CANVA; 2023; "Free Logo Maker"; Logo; Accessed on March 14, 2023; Available at: https://www.canva.com/create/logos/
  • EMMA NORRIS; 2023; "What makes a good logo? 10 design tips to follow"; Learn > Design and Principles; Canva via canva.com; Accessed on March 14, 2023; Available at: https://www.canva.com/learn/whatmakes-a-good-logo/
  • DAMIAN ORELLANA; 2023; "Shots – The Vault"; damianorellana.com via dribbble.com; Accessed on March 14, 2023; Available at: https://dribbble.com/shots/10006721-The-Vault
  • ASHLEY BROOKS; 2016; "What Makes a Good Logo? Experts Dish Their Top Tips for Budding Desingers"; Accessed on March 14, 2023; Available at: https://www.rasmussen.edu/degrees/design/blog/w hat-makes-a-good-logo/
  • COLETTE POMERLEAU; 2020; "What makes a good logo?"; Blog > Logo Branding; Vista via 99designs.com; Accessed on March 14, 2023; Available at: https://99designs.com/blog/logobranding/what-makes-a-good-logo/
  • STEPHEN PEATE; 2023; "What makes a good logo? Famous Logos to inspire your own branding"; Fabrik Brand via fabrikbrands.com; Accessed on March 14, 2023; Available at: https://fabrikbrands.com/creativeagency-london/
  • LOGOPEDIA; 2023; "Google/Icons"; SVG Needed > Google Alphabet Inc. > Subpages; Accessed on March 14, 2023; Available at: https://logos.fandom.com/wiki/Google/Icons
  • DEVIN JAMES STONE; 2023; "A.I. Versus The Law"; LegalEagle via YouTube; Video starts at: 0:36; Accessed on March 16, 2023; Available at: https://youtu.be/G08hY8dSrUY
  • CHEW, KEAN HO; 2017; "A Descriptive Research about Licenses for Media Work"; DOI: 10.13140/RG.2.2.27988.30081/1; ResearchGate; Accessed on March 14, 2023; Available at: https://doi.org/10.13140/RG.2.2.27988.30081/1
  • BRIAN CRONIN; 2023; "AI-Created Comic Officially Loses Copyright Protection Rights for Its Images"; Comics > Comic News; Valnet Property via CBR in cbr.com; Accessed on March 14, 2023; Available at: https://www.cbr.com/ai-comic-loses-copyrightprotection-images/
  • ADI ROBERTSON; 2022; "The US Copyright Office says an AI can't copyright its art"; Tech > Copyright; Vox Media LLC via The Verge; Accessed on March 14, 2023; Available at: https://www.theverge.com/2022/2/21/22944335/u s-copyright-office-reject-ai-generated-art-recententrance-to-paradise
  • ROB SALKOWITZ; 2022; "Midjourney Founder David Holz On The Impact Of AI On Art, Imagination And The Creative Economy"; Business > Hollywood & Entertainment; Forbes Media LLC; Accessed on March 14, 2023; Available at: https://www.forbes.com/sites/robsalkowitz/2022/0 9/16/midjourney-founder-david-holz-on-theimpact-of-ai-on-art-imagination-and-the-creativeeconomy/?sh=7df1391f2d2b
  • MATT GROWCOOT; 2022; "Midjourney Founder Admits to Using a 'Hundred Million' Images Without Consent"; News > Technology; PetaPixel Inc in petapixel.com; Accessed on March 14, 2023; Available at: https://petapixel.com/2022/12/21/midjournyfounder-admits-to-using-a-hundred-millionimages-without-consent/
  • MIDJOURNEY; 2023; "Subscription Plans"; Docs; Midjourney via midjourney.com, San Francisco, USA; Accessed on March 14, 2023; Available at: https://docs.midjourney.com/docs/plans
  • MIDJOURNEY; 2023; "Terms of Service"; Docs; Midjourney via midjourney.com, San Francisco, USA; Accessed on March 14, 2023; Available at: https://docs.midjourney.com/docs/terms-of-service
  • JAMES VINCENT; 2023; "Getty Images sues AI art generator Stable Diffusion in the US for copyright infringement"; Artificial Intelligence > Tech > Law; Vox Media LLC via The Verge; Accessed on March 14, 2023; Available at: https://www.theverge.com/2023/2/6/23587393/aiart-copyright-lawsuit-getty-images-stable-diffusion
  • JAMES VINCENT; 2023; "AI art tools Stable Diffusion and Midjourney targeted with copyright lawsuit"; Artificial Intelligence > Tech > Creators; Vox Media LLC via The Verge; Accessed on March 14, 2023; Available at: https://www.theverge.com/2023/1/16/23557098/gen erative-ai-art-copyright-legal-lawsuit-stable-diffusionmidjourney-deviantart
  • AARON WELBORN; 2023; "ChatGPT and Fake Citations"; Blogs; Duke University Libraries via Duke University; Accessed on March 14, 2023; Available at: https://blogs.library.duke.edu/blog/2023/03/09/chat gpt-and-fake-citations/
  • STEVE TAYLOR; 2017; "The Rise of the Machines – Why Automation is Different this Time"; Kurzgesagt – In a Nutshell via YouTube; Accessed on March 14, 2023; Available at: https://youtu.be/WSKi8HfcxEk
  • STEVE TAYLOR; 2017; "Universal Basic Income Explained – Free Money for Everybody? UBI"; Kurzgesagt – In a Nutshell via YouTube; Accessed on March 14, 2023; Available at: https://youtu.be/kl39KHS07Xc
  • JAKE WATSON; 2023; "Lawyer Explains Stable Diffusion Lawsuit (Major Implications!)"; Corridor Digital via Corridor Crew in YouTube; Accessed on March 16, 2023; Available at: https://youtu.be/gv9cdTh8cUo
  • CHEW KEAN HO; 2022; "Supply Chain Threats in Software Industry Caused by Geo Political Influences and Business Model Changes"; 1st Issue; DOI: 10.5281/zenodo.6815013; CERN EU, Open AIRE, and European Commission via Zenodo.org; Accessed on March 16, 2023; Available at: https://doi.org/10.5281/zenodo.6815013