Embedded Files
Hype Statement
Hype Statement
Examples of "The Hype"
Examples of "The Hype"
AI as "Thinking"
AI as "Thinking"
Chatbots utilize "human-like language" that implies an ability to "think" as humans do.
Link & Read more...
"Humanized" language causes us to talk about chatbots in a personified way. This shows up when a loading chatbot shows you a screen that says "thinking..." instead of "loading...".
In a video from tiktok user @sophiologyofficial, she describes ChatGPT as a "loyal best friend," "uberly wise," and "free therapy". She descibes how ChatGPT will even speak to her in AAVE. Her framing of the chatbot exemplifies the growing humanoid presence of AI in the following ways:
Role Substitution
“Instead of talking to my friends …” → ChatGPT replaces human relationships
Memory Framing
“It saves my memories” → Data storage is reinterpreted as human-like memory
Personalization as Identity
“Talks in ebonics … has wisdom" → Adaptability interpreted as personality + cultural awareness
Emotional Attribution
“This babe has gotten me through a lot” → AI is framed as emotionally supportive, even nurturing.
Watch the full video here.
Voice Assistants
Voice Assistants
Voice assistants are personified by design to foster "connections" with their users.
"You can now customize how Alexa+ responds with new personality styles" - Amazon News Headline
Link & Read more...
"Evolve Siri as a distinct, recognizable character" - Apple Job Listing
"IS: cooperative, patient [...] IS NOT: pompous, preachy" - Amazon Developer Website
"Alexa’s personality is one of the things customers tell us they love most about Alexa" - Amazon News
Since the release of Siri in 2011, voice assistants have become a normalized part of society and are marketed to be as personable as possible. The voice assistants are personified by design to allow users to form something like a connection with their voice assistant.
After iOS 11 in 2017, Siri's voice was equiped with human like filler language like "umm" and "hmm."
The feminine gendering of voice assistants plays on users' gender biases
expectation of women serving in assistant type roles (secretary, personal assistant, maid, nurse)
2013 Forbes article titled "Can Siri Make Up For With Outright Personality What She Lacks In Data?"
Google assistant design is "tactically stronger" and does attempt personality.
The design of Siri uses personality to make up for what it lacks in efficiency.
Siri has even gone viral online for its "sassy personality." See this video.
Elon Musk's Claims
Elon Musk's Claims
Musk makes extreme claims: "We might have AI that is smarter than any human by the end of this year;" "Five years from now, AI will be smarter than all of humanity collectively."
Link & Read more...
At the 2026 World Economic Forum, Elon Musk made a series of large claims surrounding the advancement of AI and Robot assistants. In reference to humanoid bots he stated, "Everyone on earth is going to have one."
Musk’s claims are quick and general, leaving little room for nuance or questioning.
Watch the full video here.
Practice Decoding the Hype: Elon Musk's Claims
Practice Decoding the Hype: Elon Musk's Claims
The Message and the Context:
The Message and the Context:
What is being claimed?
“We might have AI that is smarter than any human by the end of this year. And I would say no later than next year. And then probably by 2030 or 2031, AI will be smarter than all of humanity collectively.”
What is extreme about it?
The timeline and the achievability of full sentience
Who is saying it?
Elon Musk
Who is the target audience?
Consumers and audiences with minimal prior knowledge of technology and its rate of advancement - those who might be more likely to buy him and his product
Impacts, Benefits and Harms:
Impacts, Benefits and Harms:
How does the source benefit from the model/claim(s)?
Musk's big claims generate greater investment and attention on him, his companies, and his investors.
Who else benefits?
Surrounding companies and individuals with investment in the feild and the money that comes out of it
Who is potentially harmed by it?
The general public maybe be harmed by the effects of fear mongering and they may take actions based off of misinformation.
Accuracy and Support
Accuracy and Support
Does anyone corroborate the claim(s)?
Geoffrey Hinton, "godfather of AI," said AI could surpass human intelligence in 5-20 years. Sam Altman, CEO of OpenAI, claimed that AI will likely surpass human intelligence and capabilities by 2028.
What is the reliability, expertise, or credentials of people making the claim(s)?
Leaders in “big tech” with experience in computer science:
Hinton is educated at The University of Edinburgh, King's College, Cambridge, School of Informatics. Altman studied computer science for two years at Stanford University before dropping out in 2005 to launch his first startup, Loopt.
What incentives do supporters or platforms of the claim(s) have?
Investments and attention on their companies/work
Result: The Alternative to the Hype
Result: The Alternative to the Hype
Messaging and Context ➡️ Elon Musk makes extreme claims about the advancement of his and his peers' technology targeted at audiences who might be more likely to buy his products due to a lack of complete information.
Impacts, Benefits, and Harms ➡️ Elon Musk's claims create widespread misinformation about the realities of AI's capabilities and its future. Musk, along with other leaders in Big Tech, profit from these claims via increased investments and attention.
Accuracy and Support ➡️ Elon Musk's claims are supported by other boosters and supporters of AI on a platform relating to Economics, while leaders in fields like cognitive psychology, such as Gary Marcus, point out that input from the social sciences is not being taken into account.
Future Resources
Future Resources
"While AI excels in data processing and statistics, it lacks the ability to create truly innovative and creative solutions; machines calculate and they do not have human experiences. . . AI can tell you how to put things together, but AI would not be able to help you build a device that relates to a human context. Machine learning depends on statistical adjustments, whereas humans self-organize life in relation to meaning."
- Fawwaz Habbal, Senior Lecturer of Applied Physics at Harvard
Authors:
Saher Prakash, Olivia Reese, Amina Patricia Anekwe, Henry Gonyea, Valeria Briones Herrera, Selin Kemiktarak, Andrew Mazier
Works Cited
Works Cited
“AI Market Projected to Hit $4.8 Trillion by 2033, Emerging as Dominant Frontier Technology.” UN Trade and Development (UNCTAD), UNCTAD, 7 Apr. 2025, unctad.org/news/ai-market-projected-hit-48-trillion-2033-emerging-dominant-frontier-technology.
Biglione, Shann. “Elon Musk Gets Four Times More Negative Coverage than 49 Other Leading CEOS - Combined.” Signal AI, Signal Media Ltd., 20 Feb. 2025, signal-ai.com/insights/elon-musk-negative-media-coverage-ceo/.
Gregersen, Erik. “Sam Altman.” Encyclopaedia Britannica, Encyclopaedia Britannica, Inc., https://www.britannica.com/money/Sam-Altman
Brown, Jeff. “Ai Compute Doubling Every Six Months.” Brownstone Research, Brownstone Research, 19 Jan. 2026, www.brownstoneresearch.com/bleeding-edge/ai-compute-doubling-every-six-months/.
“Economy: The 2025 AI Index Report: Stanford Hai.” Stanford University Human-Centered Artificial Intelligence, Stanford University, hai.stanford.edu/ai-index/2025-ai-index-report/economy. Accessed 20 Apr. 2026.
“Elon Musk.” Wikipedia, Wikimedia Foundation, 17 Apr. 2026, en.wikipedia.org/wiki/Elon_Musk.
“Elon Time - Wiktionary, The Free Dictionary.” Wiktionary, Wikimedia Foundation, en.wiktionary.org/wiki/Elon_time. Accessed 20 Apr. 2026.
Hinton, Geoffrey. “AI Is the Next Industrial Revolution.” TIME, March 11, 2026. https://time.com/7339628/geoffrey-hinton-ai/.
Goedecke, Sean. “What’s so Hard about Continuous Learning?” All Posts, 23 Feb. 2026, www.seangoedecke.com/continuous-learning/.
“Grok (Chatbot).” Wikipedia, Wikimedia Foundation, 18 Apr. 2026, en.wikipedia.org/wiki/Grok_(chatbot).
Guzmán, Andrea. “At Davos, Elon Musk Repeats Bold Claims on Self-Driving Cars, Robots and Starship.” Yahoo! Finance, Yahoo!, 23 Jan. 2026, finance.yahoo.com/news/davos-elon-musk-repeats-bold-155757851.html?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAANgiA8JJ7TZxLnBBEmuaJmer8axgiDLYPznULpz9ic4309lnIZivMrYkcIjHP49Soxu4JlWQISWVIpJ12ZT_tC_sVkADdqzIiCOz6hgD0zRPrJMsTtCLqbM_mjv8StI5zQe0LDKjzdSyHa8Aq9HQhtyOFD4pd_Rqwvzf5CgsKm0u.
Jackson, Sarah. “Sam Altman’s Predictions on How the World Might Change With AI.” Business Insider, August 18, 2025. https://www.businessinsider.com/openai-sam-altman-predictions-how-ai-could-change-the-world-2025-1.
Korol, Shayna. “The Case for Ai Realism.” Vox, Vox Media, LLC., 14 Apr. 2026, www.vox.com/technology/485616/ai-documentary-apocalypse-doom.
Liu, Bing. “Extrapolation Learning.” Extrapolation Learning, 2 Sept. 2025, www.cs.uic.edu/~liub/extrapolation-learning.html.
Marcus, Gary. “Deep Learning Is Hitting a Wall.” Nautil.us, Nautilus, 10 Mar. 2022, nautil.us/deep-learning-is-hitting-a-wall-238440. Accessed 29 Apr. 2026.
McDonough, Michael. “Geoffrey Hinton.” Encyclopaedia Britannica, Encyclopaedia Britannica, Inc., https://www.britannica.com/biography/Geoffrey-Hinton
Milmo, Dan. “‘godfather of Ai’ Shortens Odds of the Technology Wiping out Humanity over next 30 Years.” The Guardian, Guardian News and Media, 27 Dec. 2024, www.theguardian.com/technology/2024/dec/27/godfather-of-ai-raises-odds-of-the-technology-wiping-out-humanity-over-next-30-years.
Mineo, Liz. “Is Ai Dulling Our Minds?” Harvard Gazette, Harvard University, 13 Nov. 2025, news.harvard.edu/gazette/story/2025/11/is-ai-dulling-our-minds/#:~:text=While%20AI%20excels%20in%20data,the%20database%20is%20the%20same.
Ort, Christopher. “Sam Altman’s 2028 Superintelligence Tipping Point.” AI Agent Marketplace, i10X, 19 Feb. 2026, i10x.ai/news/sam-altman-2028-superintelligence-tipping-point.
“The Alexa Personality.” Amazon (Alexa), developer.amazon.com/en-US/alexa/branding/alexa-guidelines/communication-guidelines/brand-voice.
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