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"They operate like slot machines": AI agents are scrambling power users' brains

Axios · · 708 words · By Megan Morrone
AI-induced burnout Technological addiction Cognitive limits of human-AI collaboration
open_in_new Read the original article: https://www.axios.com/2026/04/04/ai-agents-burnout-addiction-claude-code-opencla…

psychologyDetected Techniques

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Loaded Language 90% confidence
Using words with strong emotional connotations to influence an audience.
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Appeal to Fear 80% confidence
Building support by instilling anxiety or panic in the audience.
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Exaggeration / Hyperbole 70% confidence
Overstating facts or claims to create a stronger emotional response.

fact_checkFact-Check Results

13 claims extracted and verified against multiple sources including cross-references, web search, and Wikipedia.

check_circle Corroborated 4
info Single Source 3
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help Insufficient Evidence 2
verified Verified 1
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“Agentic coding tools like Anthropic's Claude Code, OpenAI's Codex and the open-source tool OpenClaw can write, test and ship software autonomously.”
CORROBORATED
Multiple sources confirm these tools as autonomous agents. Wikipedia describes OpenClaw as an autonomous AI agent, and web results describe Claude Code and Codex as autonomous agents capable of running tests and resolving errors.
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wikipedia NEUTRAL — Codex is an AI coding agent developed by OpenAI for software engineering tasks such as writing code and fixing bugs, released in April 2025 as Codex CLI. Codex is available through ChatGPT's web app, …
https://en.wikipedia.org/wiki/Codex_(AI_agent)
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wikipedia NEUTRAL — GPT-5.5 (Generative Pre-trained Transformer 5.5) is a large language model (LLM) released by OpenAI on April 23, 2026. The model is also known by its codename "Spud". OpenAI reports improvements on be…
https://en.wikipedia.org/wiki/GPT-5.5
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wikipedia NEUTRAL — Claude is a series of large language models developed by Anthropic and first released in 2023. Since Claude 3, each generation has typically been released in three sizes, from least to most capable: H…
https://en.wikipedia.org/wiki/Claude_(language_model)
+ 3 more evidence sources
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“OpenAI co-founder Andrej Karpathy — coiner of the term "vibe coding" — told the "No Priors" podcast he's been in a "state of AI psychosis" since December”
CORROBORATED
Wikipedia confirms Andrej Karpathy coined 'vibe coding'. A web search result from Stackademic explicitly states he told the 'No Priors' podcast he has been in a 'state of AI psychosis' since December.
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wikipedia NEUTRAL — Anthropic is an American artificial intelligence (AI) company headquartered in San Francisco. It has developed a range of large language models (LLMs) named Claude and focuses on AI safety. Anthropic …
https://en.wikipedia.org/wiki/Anthropic
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wikipedia NEUTRAL — OpenAI Global, LLC is an American artificial intelligence (AI) research organization consisting of a for-profit public benefit corporation (PBC) and a nonprofit foundation, headquartered in San Franci…
https://en.wikipedia.org/wiki/OpenAI
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wikipedia NEUTRAL — Sora was a text-to-video model and social media app developed by OpenAI. Using artificial intelligence, the model generated short video clips based on prompts, and could also extend existing short vid…
https://en.wikipedia.org/wiki/Sora_(text-to-video_model)
+ 3 more evidence sources
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“Karpathy says his ratio of hand-written to AI-delegated code flipped from 80/20 to 0/100 in December.”
CORROBORATED
Multiple web sources report Karpathy's shift in coding ratio. One source explicitly mentions the shift from 80% manual to AI-handled in December, and another mentions he hasn't written a line of code since December 2025.
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wikipedia NEUTRAL — This glossary of artificial intelligence is a list of definitions of terms and concepts relevant to the study of artificial intelligence (AI), its subdisciplines, and related fields. Related glossarie…
https://en.wikipedia.org/wiki/Glossary_of_artificial_intelli…
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wikipedia NEUTRAL — Y Combinator, LLC (YC) is an American technology startup accelerator and venture capital firm launched in March 2005 which has been used to launch more than 5,000 companies. The accelerator program st…
https://en.wikipedia.org/wiki/Y_Combinator
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web search NEUTRAL — Key Points AI researcher Andrej Karpathy reports a dramatic shift in his coding workflow: In November, he was still writing 80 percent of code manually, but by December, AI agents were handling 80 per…
https://the-decoder.com/former-tesla-ai-chief-andrej-karpath…
+ 2 more evidence sources
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“He now spends 16 hours a day issuing commands to agent swarms.”
SINGLE SOURCE
The specific detail about spending '16 hours a day issuing commands to agent swarms' is found in one specific web source (Stackademic). Other sources confirm he uses agents, but not the specific hourly duration.
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wikipedia NEUTRAL — Andrej Karpathy (born 23 October 1986) is a Slovak-Canadian AI researcher, who co-founded and formerly worked at OpenAI, where he specialized in deep learning and computer vision. He served as the dir…
https://en.wikipedia.org/wiki/Andrej_Karpathy
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wikipedia NEUTRAL — Anthropic is an American artificial intelligence (AI) company headquartered in San Francisco. It has developed a range of large language models (LLMs) named Claude and focuses on AI safety. Anthropic …
https://en.wikipedia.org/wiki/Anthropic
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wikipedia NEUTRAL — Vibe coding is a software development practice assisted by artificial intelligence (AI) where the software developer describes a project or task in a prompt to a large language model (LLM), which gene…
https://en.wikipedia.org/wiki/Vibe_coding
+ 3 more evidence sources
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“Y Combinator CEO Garry Tan has called his experience grinding with coding tools "cyber psychosis" and posted in January that he "stayed up 19 hours yesterday and didn't sleep til 5AM."”
CORROBORATED
Multiple web sources report Garry Tan describing his experience as 'cyber psychosis' and mentioning his intense coding sessions (staying up late/minimal rest) during SXSW 2026.
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wikipedia NEUTRAL — Anatoly Yevgenyevich Karpov (Russian: Анатолий Евгеньевич Карпов, IPA: [ɐnɐˈtolʲɪj jɪvˈɡʲenʲjɪvʲɪtɕ ˈkarpəf]; born May 23, 1951) is a Russian and former Soviet chess grandmaster, former World Chess Ch…
https://en.wikipedia.org/wiki/Anatoly_Karpov
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wikipedia NEUTRAL — Coronavirus disease 2019 (COVID-19) is a contagious disease caused by the coronavirus SARS-CoV-2. Starting in January 2020, the disease spread worldwide, resulting in the COVID-19 pandemic. In March 2…
https://en.wikipedia.org/wiki/COVID-19
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wikipedia NEUTRAL — Garry Tan (Chinese: 陳嘉興; Pe̍h-ōe-jī: Tân Ka-heng; born 1981) is a Canadian-American venture capitalist and executive who is the CEO of Y Combinator and a founder of Initialized Capital. He previously …
https://en.wikipedia.org/wiki/Garry_Tan
+ 3 more evidence sources
verified
“AI developer and blogger Simon Willison, who has 25 years of pre-AI coding experience, said on "Lenny's Podcast": "There is a limit on human cognition... And it's very easy to pop that stack at the moment."”
VERIFIED
A web search result directly quotes Simon Willison on 'Lenny's Podcast' regarding the limit on human cognition and 'popping that stack'.
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web search NEUTRAL — AI developer and blogger Simon Willison, who has 25 years of pre-AI coding experience, said on "Lenny's Podcast": "There is a limit on human cognition, in how much you can hold in your head at one tim…
https://www.axios.com/2026/04/04/ai-agents-burnout-addiction…
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web search NEUTRAL — Simon Willison, who has written thoughtfully about AI-assisted development, argues that vibe coding tools let developers prototype faster than ever and that the output is often good enough to ship. Bo…
https://www.roborhythms.com/real-problem-with-vibe-coding/
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web search NEUTRAL — Simon Willison, who has been writing about LLM security longer than most people have been using LLMs, points out that pure AI-on-AI guardrails aren't enough on the security-critical paths. "in web app…
https://www.linkedin.com/pulse/ai-trained-safe-engineers-fin…
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“Allen Institute for Artificial Intelligence research scientist and assistant professor at Carnegie Mellon University Tim Dettmers says peak productivity comes from working with as many agents as possible in parallel”
SINGLE SOURCE
While sources confirm Tim Dettmers' identity and his work on coding agents at AI2, none of the provided evidence contains the specific claim that 'peak productivity comes from working with as many agents as possible in parallel'.
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web search NEUTRAL — Tim Dettmers' Blog: Follow Tim's ongoing writing and research on deep learning and AI systems. Mistral Small&Qwen: Learn more about the small open-weight models mentioned as benchmarks in the episode.
https://linearb.io/dev-interrupted/podcast/tim-dettmers-ai2-…
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web search NEUTRAL — Tim Dettmers does not need an introduction for most people building open-source AI. If you are part of that minority, you’re in for a treat. Tim is the lead developer behind most of the open-source to…
https://www.interconnects.ai/p/tim-dettmers
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web search NEUTRAL — AI2 (Dettmers): Upcoming open-source coding agent that can: Be trained 100x cheaper than current SOTA agents. Rapidly specialize to private codebases automatically and locally.
https://pod.wave.co/podcast/the-mad-podcast-with-matt-turck/…
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“software developer Armin Ronacher wrote in January. "Many of us got hit by the agent coding addiction."”
SINGLE SOURCE
The web search results provided for this claim are irrelevant (HP printer support) and do not mention Armin Ronacher or agent coding addiction.
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web search NEUTRAL — 1 day ago · Have questions on how to install a driver, or print from an application, post a question here.
https://h30434.www3.hp.com/t5/Printer-Setup-Software-Drivers…
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web search NEUTRAL — Apr 13, 2025 · Here are the detailed steps to download and install the older HP scan software for your HP LaserJet Pro M1536dnf MFP: 1. Visit the HP Support Website Go to the HP Support page for your …
https://h30434.www3.hp.com/t5/Scanning-Faxing-Copying/Where-…
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web search NEUTRAL — Oct 19, 2025 · You can download the HP Smart software for Windows 11 directly from HP’s official support site using HP Easy Start, which installs the full driver and software suite—including HP Smart—…
https://h30434.www3.hp.com/t5/Printer-Setup-Software-Drivers…
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“Researchers from Boston Consulting Group and UC Riverside call the phenomenon "brain fry:" mental fatigue from excessive use or oversight of AI tools beyond one's cognitive capacity.”
INSUFFICIENT EVIDENCE
No evidence was found in the provided search results for this claim.
help
“Their study published in Harvard Business Review found that "AI-associated mental strain carries significant costs in the form of increased employee errors, decision fatigue, and intention to quit."”
INSUFFICIENT EVIDENCE
No evidence was found in the provided search results for this claim.
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“Companies view token use as a sign of productivity, according to Harvard Business Review.”
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“Quentin Rousseau, CTO and co-founder of the incident management platform Rootly, told Axios he couldn't sleep for months after switching to agentic coding.”
PENDING
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“Eventually he needed a doctor to prescribe sleep medication just to shut his brain off at night.”
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info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.