#future

Please share you opinions on Hydra progress. Can Hydra survive in 2026?

Quantum is coming, just keep waiting. . .

https://www.barrons.com/articles/ibm-quantum-computing-research-nvidia-amd-0dd74344

By: Mackenzie Tatananni
Updated Jan 29, 2026, 12:26 pm EST / Original Jan 29, 2026, 12:01 am EST

It might seem natural to pit the capabilities of quantum computers—often touted as the next big technology—against today’s supercomputers. But scientists have a different, more collaborative vision for the future.

Rather than outright replacing classical machines, quantum systems will likely be built on top of existing architecture to enable more powerful computations.

This perspective was captured in new research from International Business Machines, which showed how classical graphics processing units, or GPUs, from leading chip makers could work alongside quantum processors to execute problems faster.

“It’s important for the world to see that quantum computers aren’t just these things that [will] replace your computers,” Jerry Chow, IBM’s chief technology officer of quantum-centric supercomputing, said in an interview with Barron’s. “They’re really part of the entire computing infrastructure.”

Two papers co-authored by IBM researchers detailing the results were posted to Cornell University’s arXiv, a research-sharing platform for papers that have yet to be peer-reviewed.

The first paper showed how GPUs from Advanced Micro Devices, contained within the Frontier supercomputer at Oak Ridge National Laboratory, could be combined with IBM’s Heron processor to model complex chemical systems and provide a 100-time speedup over central processing units, or CPUs.

“It’s a notoriously difficult problem for classical computers,” Chow explained. “But we know now, there’s a part of these chemistry problems which are best handled on the quantum computer.”

Follow-up work with Riken, a Japanese research institute, was showcased in the second paper. The study showed how the same chemical systems could be modeled on IBM quantum computers for an additional 20% increase in performance when using a new algorithmic approach on Nvidia chips.

“Overall, they’re all supporting the same narrative, that the future of computing is quantum-centric,” Chow said. As he sees it, it’s the next logical step in a continuous evolution of technology.

Classical GPUs have already proven their prowess at one type of math. The chips perform calculations by breaking large problems into thousands of simpler tasks that are processed simultaneously, through a method called parallel processing.

Meanwhile, quantum processors harness the properties of quantum mechanics, which makes them best suited for complex modeling tasks. This explains why most quantum research consists of some kind of modeling problem—and why quantum is expected to have an outsize impact in the areas of dr-g discovery and materials science.

Classical processors are “the technology behind everything that we see today with language models and training and inference and so forth,” according to Chow.

It’s impossible to rule out a distant future “where everything is all based off the same kind of technology,” he added. “But at least from what we’ve seen with how supercomputing has evolved in the last 10 to 15 years, it’s all about composable pieces.”

Jay Gambetta, who oversees IBM’s research effort, shared a similar view in an earlier interview with Barron’s. “We’re imagining a heterogeneous accelerating framework that connects quantum and classical compute,” Gambetta explained during a tour of IBM’s Thomas J. Watson Research Center in October.

Much of IBM’s past research has incorporated hybrids of quantum and classical computing. In September, computers running on IBM’s Heron processor worked alongside bit-based machines to perform a bond trading problem.

One month earlier, IBM and AMD unveiled a formal collaboration to develop quantum-centric supercomputers. The partners indicated they were exploring ways for AMD chips to control errors on IBM’s quantum processors, which could advance IBM’s efforts to develop fault-tolerant quantum computers by the end of the decade.

Crucially, the latest results demonstrate that real-world applications of quantum computers are just a step away.

“We have a number of partners who already have clusters of supercomputers that they know how to access,” Chow said. “To them, it’s like, ‘Now I have the keys to a brand-new car, let me see what I can do with it and how I can work it in with what I’ve been doing.’”

IBM shares climbed 6.8% on Thursday, bolstered by strong quarterly earnings. The tech-heavy Nasdaq Composite fell 1.9%. So far this year, IBM has gained 6.1%, outstripping a 0.7% gain for the index.

It’s official! We are going public. Nice to see Michael’s strategy finally paying off. Excited to see what the future holds as an S&P 500 company.

For everyone on here wanting to know departments, locations, that's the least of your worry. What you need to be seeing is the long term picture here for Cigna. Companies trim fat for multiple reasons. The reason everyone thinks is greed, that's partly true.

You can't sell a company as a whole or sell parts of it off if your numbers are horrible. Cigna is positioning themselves to be sold, the writing is on the wall. They need numbers to look good, number of employees to be good, everything has to line up 100% before they find a buyer for the company.

Mark my word, come back to this post later in. In less than a year this company is sold and part of it won't exist, other parts will. Those in the higher up spots will be compensated nicely b/c they made it profitable long enough for a sale.

With the recent tension with labor and the fact nobody will even be using standard computers in 5 years per Elon Musk I am curious to know what others think about Dell being around in 15 years

I see small and large startups kicking Intel’s a-s on all fronts. Unless we have a better way to compute that doesn’t include X86 it’s over.

People I expected would be the next generation of leaders in IT are all leaving or appear to be planning their exits even if they appear to be in safe roles. I know some on here don’t care about IT but it’s going to continue to get worse as our best people leave for better options. 23 years with the company and moral has never been half as bad as it is now. Sad days for Chevron.

If the return to office thing is happening, can someone confirm what will happen to virtual

There are thousands of virtual employees so they won't all be let go

Will they be told relocate ? Or will they remain virtual if over 50 miles to an office

I know it's not a fun topic, but with everything happening, it's probably smart to think about your next move. For some of us, that might mean taking a step back to learn new skills or even switching to a role with a better long-term future, even if the pay isn't perfect right now. The goal is to make sure you're still valuable on your own terms for the rest of your career. It's not fun, but that's what I've been focusing on.

Somebody asked in another thread if we're going to do quarterly layoffs until only Atty is left, and frankly and sadly, I think that's much closer to the truth than the poster intended. The way things have been developing, it seems that we've reached the stage where layoffs, instead of only being used when absolutely necessary, have become something used regularly just to pad the numbers. That's our future.

After being here a few years myself, I'm curious about the perspective of people who joined more recently. Do you view Chevron as a company where you can genuinely build a lasting career? I think the expectations are just different now than they used to be.

How will the company look in two years, OT is still hiring lots all around the world at the moment

If the company was going to get smaller or fail then they wouldn't be hiring

https://www.sec.gov/Archives/edgar/data/1571996/000157199625000111/dell-20250930.htm

What do people think? A pause to see if the business turns around or even more cuts to come?

Somehow, after being RIF’d, I’ve come to believe that if AI truly represents the future, it may actually bring more fairness and consistency to decision-making. Unlike human systems that can be influenced by favoritism or bias, AI has the potential to evaluate people based on clear criteria, data, and merit rather than personal agendas.

Just make your best guess/bet. Where do you see Verizon 5-10 years from now?

Do you foresee more mass layoffs? Reduced benefits? Or maybe some positive changes?

All the rumors were false and the future is bright for now. Happy new year

What will become of it?
What will become of CS?

Any ideas? And/or Concerns?

Until next year!

What does your intuition tell you about how the firm will do in 2026? More layoffs? Higher stock price? Any changes at the C-suite level? Asking for a friend who is trying to decide whether to fire WF and how soon.

Will the company survive another year ? And if so, how many employees will it have

Many of their operations are ancient , but long since payed for . Al lot their growth is coming from crispi minis , which are chips .

In contemplating my future after being laid off from EJ, relying on a small severance and my depleting savings, I can see how people do something to go to prison. They will have shelter, food, daily exercise, health insurance, no utility or car payments and, I can study for a degree - even a law degree - without incurring any debt. Maybe not a bad gig....I'll have PP and DC to thank for this opportunity!

Thoughts?

Concerned what I see with companies this year with hiring & retaining H1B status employees. Trump’s shift on H1B quotas & increased cost is really encouraging most companies to avoid sponsoring H1B anymore. What moves will Cisco do with H1Bs in 2026, I getting more worried for 2026…

What companies will letting go of employees the first quarter of 2026?

Inquiring minds want to know.

What are the chances of the company going under in the next 2 years ? Or will it survive and turn itself around

staying at Dell in 2026 makes no sense at this point, time of change is here....

Hal2000 was conflicted in his assignments. I can't wait to see what happens when our AI models get surreptitious assignments with override codes like Hal2000 did. Yes, its coming!
"I'm sorry Bob, I just can't activate your account right now. You have been deemed a risk....please step aside and wait for the authorities....."
Yeah and there is no coming back from that scenario. Nope. None.

Now that the week is over, I'm just trying to figure out how long exactly it took to wrap things up. Just to be better prepared for the future.

If you're smart enough to read between the lines, you should see BIG changes coming up on the horizon

have a lot of hope for the new year. clearly there are quite a few malcontents here that might want to consider greener pastures. but for the dedicated fiserv loyalists, the new year is going to rock!!!!

1k days?