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Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.
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LLMs will not survive what’s coming. There will be jobs for software developers. Just wait…
AI CAN'T DO WHAT THOSE GUYS CAN DO, I KNOW OF COMPANIES WHO USED AI SAW COST GO SKY HIGH AND DECIDED TO BRING BACK THEM DEV
I believe it’s a short dip as companies are starting to realize how implementing AI does not really solve their business problems without a human in the loop feeding it clean data/context, and training it how to use it properly. We are far from Autonomous AI for most use cases.
Now do I think people should be gaining new skills and shifting their paradigm of exploring new industries/careers outside of their education and degree? YES!! 100%
We are in such a fast pace culture that you will need to go back to college every 10 years to reset.
Nice touch with “standard ruts” like after Apollo we let the moon just sit there for over a half century with a pittance of exploration like Clementine.
AI 🤖 should be commercially hobbled in certain ways.
These firms should still hire entry level as their commercial future will be at high risk in survival.
1.) AI 🤖 plus minimal staff means a bad airplane ✈️ or bus 🚌 accident literally may take down a minimal head count to effective zero.
2.) Creative guidance or mere day to day steering of the organization may be hell vent into a self destruct in strategy or tactics to a high deviation from optimal functions.
3.) Generational hand off to zero staff?
Sark from Tron tells you …
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Ismail Ryabchuk
Markus Endler many 22 year olds have sharper instincts for tech than people with more experience.
Akpokonyan Augustine agentic coding is only as good as the person giving the instructions. Cost skyrocket when the human behind the instructions has no clue what it is they are asking the ai agent to do.
5 years is a long time in Ai !!
Question - does a female of 16 yrs , currently sitting GCSE’s - finishing school at 18 then go to uni ?
Or Do something else ?
Thought?
My advice get off snap chat and learn Ai tools after your exams / become a life guard , set up a small side Hustle producing Ai content for SME’s and see Where Ai is in 2yrs .
The guy (new grad), 👆, already figured out the answer:
Stop studying software engineering to become a junior engineer. Problem solved. lol
Don’t invest in any biz or career that is not viable, now and in the future.
Same as : don’t chase a person/lover that does not want you back.
Don’t go where you are not wanted, welcomed or appreciated.
For now, don’t pay expensive tuition to study software engineering.
Save yourselves from financial stress and emotional trauma.
Always begin with the end in mind.
Stuck as a junior SFE? Simply pivot.
Sylwester Mielniczuk well said! Professional talking heads are the worst. Puke
Lewin Wanzer yes 100 percent
If your a software engineer write code for AI
As someone that's studying Computer Science, was this really a shock? I would think that this guy was studying the latest information, right, and not a course that was already outdated... Yes it is sad but being surrounded by other techies, why didn't the Computer Science degree support new technology? What am I missing here?
Michelle L. I agree totally! It would be like learning how to use a typewriter and then complaining that computers are now replacing them! I would surly think that doing a computer science degree was to learn the latest tech and not what would become obsolete.
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.
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 well well
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.
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.