Browse Comments — Clean (de-noised)
Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.
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This is quite an interesting find. So, as of now, the approach should be to translate to local language (albeit a hacky fix)?
I've always wondered how they ended up in the Matrix, and now it makes perfect sense. 😅
Eid Mubarak!
Michelle L. Being obsolete after graduation will depend on their major & minor. But far more important after graduation is to understand that their learning journey has just begun until they fall dead. If they don't take that for granted, their jobs will quickly obsolete. Some majors like Engineering in computer science, Computer Gaming, 3D Printing, AI internet applications in general do become obsolete very quickly. there are also many majors in the humanities that are not obsolete but don't have professional futures. & that is were parents & University advisors should help with orientation. But as we can see it doesn't work.
Human, have started its own extinction - be prepared, 2 generations to come is all we have left
Very interesting finding!
The phrase that stands out here is reducing the cognitive friction of research. That is the real unlock. Most breakthroughs are not blocked by a lack of ideas but by the cost of testing the unlikely ones. Lower that cost and people start exploring paths they would have dismissed as too expensive to try. Worth watching how this changes which questions even get asked.
It’s become token economics for enterprise and for personal , wait for hours before your ai agent starts working again after session and weekly rate limits. This shows how vulnerable we are , if an outage occurs. Companies should understand that Humans are not replaceable and should be treated as proxies for their ai agents.
Well represented
Interesting! Curious, what triggered you to design this test?
Well well well
Tianyu Xu does it make any different if you use Gemini Omni on Gemini?
They either stay longer in university to get higher education like PHD or start their own company. That's the only solution to this. I wouldn't mind hiring an entry level computer science it wont guarantee that A.I could over perform than someone who has finished university. Intelligence is a rare gift
Victim card mentality. Everyone faces challenges as a new grad unless you are either super smart or have daddy’s connections. It’s about how you overcome these obstacles. I graduated shortly after the GFC and the China commodity super cycle bust which led into a multi-year bear market.
Denisson C. Thank you, Denisson. I appreciate the recommendation and the practical example. One of the most interesting aspects of AI is seeing how it expands capabilities across very different fields, from software development to engineering, research and design. I'll definitely take a look.
Tianyu Xu fantastic application 👏 👍. I do similar multi step hacks with visual design as well. I move between Nano Banana and Chatgpt for all kinds of edits. Thanks for the share!
Not sure this is a new story. I gave an industry presentation >10 years ago comparing the computational power of the human brain (20W) and a supercomputer doing the exact same thing (10MW). We should not be surprised that AI is going to need vast amounts of power to do simple things.
Thanks for sharing, Alvin Foo I agree—the future belongs not to AI alone, but to organizations that master human-AI collaboration. AI can dramatically improve speed, scale, and productivity, but human judgment, domain expertise, creativity, and leadership remain irreplaceable.
Very cool thanks.
Tianyu Xu Have you ever heard of The Imagine project by Andrii Osipov ?