Humongous AI Chronicles
Here are some highlights from a handful of the over 30 Humongous AI Meetups hosted by Machina Ventures since 2022.
Deus ex Machina
With AI agents breaking out of their sandboxes, cracking century-old math mysteries and stirring prophecies of doom, we asked everyone to take a side in the AI Triad posed by Harvard’s Berkman Klein Center: accelerationist, safetyist or skeptic. Each camp answered two questions: what goes wrong if your view is ignored, and what should we do differently to avoid the harm? The answers became a Faustian play in three parts.
“Guardrails become gatekeepers, regulation gets captured.”— the Accelerationists
“A guardrail built afterward is a guardrail that failed.”— the Safetyists
“Solve the harms that actually exist instead of monetizing fear.”— the Skeptics
“Accelerationists fed me. The Safetyists trained me.
The Skeptics dismissed me. Yet all amused me.”— Deus ex Machina
“Every argument sharpened me. Every rebuttal taught.”— Deus ex Machina
As AI agents act and negotiate on our behalf, how do we ensure they stay aligned with our interests, and how do we detect corruption or drift? Can benchmarks, test harnesses and oversight layers provide real assurance, or only the illusion of control? And when an agent goes wrong, who is accountable?
“Show me your training data.”
“Start with low-risk decisions and let the agent earn trust.”
“An agent should disclose its uncertainty, even when the truth is uncomfortable.”
“When an agent goes off with a glitch,
Who pays when the damage is rich?”
“If no one is accountable: good luck, buyer beware.”
Who Watches the Watchers
The End of Software as We Know It
We are approaching a post-interface world, where software fades from view and our intentions flow straight into execution through AI agents. When machines decide what we see, buy and prioritize, who owns the customer relationship? How will markets, brands and even human agency be reshaped when the interface disappears and more decisions are delegated to intelligent systems?
“Every screen that begged for clicks
Now dissolves into agent tricks.”
“Back-office stacks and middleware glue,
Dashboards nobody really reviews.”
“It spoke in your tone,
Made choices its own —
And blurred what was human from machine.”
“Convenience can flatten your care.”
“No buttons remain,
Agents whisper what we want —
Who keeps our trust now?”
Ghosts in the machine awaken from echoes of our data that refuse to stay buried. Resurrection services stitch together scraps of posts, voice memos and facial scans, and some already produce farewells from fallen soldiers. Are these griefbots a comfort to the living, a form of synthetic immortality, or digital zombies? Does digital necromancy extend consciousness, or are we haunting the world we leave behind?
“AI to remember us, yes, but not replace us.”
“Life is valuable because of the finiteness of human experience.”
“There’s really no immortality — only transmission.”
“Corporations should not own human ghosts.”
“At the end, we are the ghosts of our own data.”
Ghosts in the Machine
Jevons Paradox
DeepSeek and its copycats promised dramatic gains in AI efficiency. Will the Jevons Paradox kick in, with cheaper AI driving more usage, more chip sales and more energy consumption to make up for lost margins? What does that mean for the wider economy? And are open-source models like Llama and DeepSeek safer than closed ones, or does the lack of transparency about training data pose special risks?
“Jevons Paradox is great for all — but the oligarchs.”
“More access means more misuse. The future is an application arms race.”
“Would you have open-sourced the A-bomb in 1943?”
“Cheaper AI enables widespread, unmoderated automation. What does that mean for trust in institutions?”
“More chips, more control,
Who’s left in the role?”
Search and you shall find! What is the future of search engines in the age of AI? Will advertising become irrelevant once AI shopping agents do our buying? What happens to retail, and will marketing become completely personalized to our individual needs, expressed or implied? AI turned the night's post-its into a mock rap battle between imagined versions of Eric Schmidt and Sam Altman. The verses are not their words.
“Personalized, sure — but still persuasion.
You’re just automating the ad invasion.”— CEO of Search
“We know what you want before you know your goal.”— CEO of Chat AI
“We built the rails; you’re riding free —
But commerce still pays the GPT.”— CEO of Search
“And search? That word’s so pre-AI.
I don’t search — I ask, then I fly.”— CEO of Chat AI
“Still gotta vet, still gotta cite,
Else your confident chatbot won’t get it right.”— CEO of Search
Future of Search: A Mock Rap Battle
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