Browse Comments — Clean (de-noised)
Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.
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I say please and thank you. It makes all the difference ✅
Feels like you might get the same results using an electronic calculator?
The part that changes people’s behavior is how normal the interaction feels. Someone starts using AI for quick answers, then slowly starts typing things they would never put into a work email or a shared document.
The important question to ask is how does the overall human energy consumption compare with the available energy stores. There isn't an infinite amount of coal, oil, etc. Despite the obvious political and socioeconomic leanings of societal factions, the reality is that humans do not have an infinite supply of energy sources readily available and many are opposed to developing renewable sources. Do these data centers accelerate the rate of depletion? There's no debating the answer. They do. So, how do we compensate?
"Trained" systems layered on top of existing "trained" systems are basically noisy garbage that's polluted with existing "training." You need clean slate, and actual clean slates may be prohibitively expensive which make then entire scheme garbage.
Why does Bezos look like a bald Joey Diaz?
“Built right and deployed responsibly”...it remains to be seen how responsibly companies will deploy AI country by country. All we see or foresee is wealth accumulation that stays in a number companies rather than positive impact to society and the majority of people worldwide.
Junot Nkulu I think it will be good, I'm excited about the future.
Wasn't the premise of The Matrix that humans provide the energy to power the machines?
The gym membership line is gold but the question underneath it is dead serious. Work is not just economic; it is existential. The answer is not to keep humans busy for the sake of it - it is to redesign what contribution means in an AI-augmented world. At FREEDOMAi, we believe freedom starts with AI but only if we build it with human dignity at the center. #IAmAI #FutureOfWork #HumanCenteredAI
The real design question is whether AI expands human agency or just redistributes the surplus to fewer people, the gym metaphor aside.
Oh wow I didn't know anybody was doing this already! This is the way forward.
Looking forward to try this, thanks for sharing 👍
What an expensive way to prove the necessity of the Social Sciences. This like many of outcomes of Ai could have been predicted.
Maybe fire those ungrateful AI agents and replace them with human scab labor... oh, wait, haven't we heard reports such as "Research shows overworking people pushes them towards Marxist rhetoric - and autonomous coordination." in the past?
Desmond Sheppard Ok let us look at these studies for reference they point to an effect over time. The MIT Media Lab Longitudinal Study (2025),The ACM Critical Thinking Access Timing Experiment (2026)ScienceDirect Review on Cognitive Atrophy (2026) Longitudinal Study on Employee Self-Efficacy (2025) these are studies that indicate an effect that alarming. I maintain my position on bias or vested interested. My personal beliefs have nothing to do with the results of these studies. Where was the muutal respect applied when growing this tech into a job replacement and ruination of lives tool?
What’s wrong with work? What’s wrong with struggling, striving, and failing? Isn’t that part of growing? If we make everything too easy, how will be strive to become better? All you have to do is look at the people of the world who have it too easy; do you really want to be like them?
Demis, this is truly electrifying! The innovation across Gemini, especially Omni and its potential for world understanding, is mind-blowing. Keep pushing boundaries; the foothills of the singularity are indeed an exciting place to be! 🚀 #AIProgress #AGI #FutureIsNow
Tom Kirkman I would say Actual Idiocy. There's nothing Artificial about it!
Looks like Age of Ultron looming