Where is Ai creativi by value and where are we overestimating its short term impact and where
AI ProductivityAI ROI & Business CaseAI & Culture
The value of AI is measured by factors extending beyond simple efficiency, such as revenue growth and customer experience [12]. While some firms report higher productivity and lower production costs [6], there is a noted tension between the high costs of AI investment and slow productivity growth [5]. Furthermore, analysts express concern that AI investment spending may exceed actual returns [5].
Regarding short-term impact, people systematically overestimate the speed at which companies can deeply adopt AI [1]. Additionally, there is a tendency to overestimate the level of perfection required in work prior to AI, while underestimating the degree to which AI is already sufficient for critical tasks despite its imperfections [3]. The short-term utility of AI is also limited by its "jagged abilities" [1]. Market concerns regarding growth forecasts and revenue have led to a valuation reset, with some observers warning that even minor inaccuracies in growth projections could lead to bankruptcy for AI companies [2, 4, 9].
Sources
- People on this site systematically overestimate the speed at which companies can deeply adopt AI & underestimate the impact of AI’s jagged abilities in limiting AI’s utility in the short run. — @emollick
- Anthropic CEO Dario Amodei explains his spending caution, warning if AI growth forecasts are off by just a year, ‘then you go bankrupt’ — AOL.com
- A case study of why I think that we overestimate the perfection level of our work prior to AI, and underestimate the degree to which AI may already be good enough at some critical tasks where it is not perfect. — @emollick
- AI’s moment of reckoning: Growth fears force a valuation reset | 2026-04-30 | Investing News | Stockhouse — stockhouse.com
- The tension between exploding AI investment costs and slow productivity growth — JSTOR
- AI's Impact on Productivity & Financial Market Valuations — University of Michigan
- Modeling the global economic impact of AI | McKinsey — Archive.ph
- AI quota inflation is no token effort. It's baked in — Theregister
- When the music stops: the unravelling of AI companies’ flawed valuations — fortune
- Measuring AI Inputs: Challenges and Opportunities — PS Tambe - digitaleconomy.stanford.edu
- AI quota inflation is no token effort. It's baked in — Top Daily Headlines: NASA working on ‘Big Bang’ upgrade to keep the Voyagers alive for longer
- How to Measure AI Value — Towards Data Science
- Where AI will create value—and where it won’t — McKinsey & Company
- Full article: ‘Artificial Creativity?’ AI’s Short- and Long-Term Impact on Creativity — Taylor & Francis Online
- Are We Overestimating the Power of AI? - Executive Support Magazine — Executive Support Magazine
- The Overestimation of AI Technology | by Petko Karamotchev | INDUSTRIA | Medium — Medium
- Where's the creativity in creative AI tools? | Amplify Partners — Amplifypartners
- We overestimate AI’s impact in the short-term and underestimate it long-term — Medium
- r/artificial on Reddit: Is AI really a bubble or are we underestimating how far it will go? — Reddit
- The paradox of creativity in generative AI: high performance, human-like bias, and limited differential evaluation - PMC — PubMed Central
- Do Not Worry That Generative AI May Compromise Human Creativity or Intelligence in the Future: It Already Has - PMC — PubMed Central
- Artificial Intelligence Reshapes Creativity: A Multidimensional Evaluation - PMC — PubMed Central
- The Creativity Trade-Off: What Marketers Risk Losing In The Age Of AI | AdExchanger — AdExchanger
- How AI exposure is reshaping jobs in creative fields — Fox Business
- AI in Creative Industries: Understand the Impact of AI - Intelligence Insights — Intelligenceinsights
- AI Is Changing Creative Work, but the Arts Aren't Disappearing — Gallup
- Forget productivity: Here are 5 strategic shifts that drive real AI value | ZDNET — ZDNET
- AI is replacing creativity with 'average' - Fast Company — Fast Company
- Does AI Limit Our Creativity? - Knowledge at Wharton — Wharton School
- The Future Is Shrouded in an AI Fog — Harvard Business Review
- Is AI the extinction of human creativity?: A strategic look at economic value, business transformation, governance - The Business & Financial Times — Thebftonline
- People consistently devalue creative writing generated by artificial intelligence — PsyPost