Shaker Cherukuri retweeted
Profit isn't the only signal. Feeling great about helping people. Changing people's lives. Helping your country. Putting people in a position to succeed. To enjoy their lives. People get to pick their own motivations. If they are fortunate, they will reach those goals.
That's the beauty of capitalism. People get to choose the reward that motivates them.
Entrepreneurs can choose to make as much money as possible. Or not. They can choose to make enough money to focus on using their most valuable asset, their time, to not have to work at all. They can choose to make money to help people.
But. Every entrepreneur that wants to reach their goals needs people. People to work for them, buy from them, sell to them. Even the person in the basement with nothing but AI, needs to connect to humans to reach their personal goals.
Capitalism works. But not for everyone.
Where Capitalism fails people, Capitalism isn't the problem. It's the people that put profits above all else that are the problem.
If you put your personal net worth or cash flow above all else, you may make insane amounts of money, but you will suffer the greatest indignity. You will be hated. Your time will not be your own. You will never experience the joy that comes from helping others.
No one is born knowing where their life will take them. We get to do our best, in our circumstances, to try to enjoy our lives.
Capitalism allows us to try to get there. Capitalism allows people who have achieved those goals to help others. Capitalism allows us to choose our own personal path.
Unfortunately, we don't all get there. But we get to try to choose the path we want.
The signal is personal choice. Not profit.
Mark. Do you hear yourself?
You say government doesn't have to make a profit, and that is true. It is the whole problem. Profit is the signal that tells a producer he created more value than he consumed. Government has no such signal, which is why it cannot know whether anything it does is worth doing. That is not a friction AI removes. It is the absence of the one piece of information AI would need.
And everyone else in your plan does have to make a profit. The researcher who spends ten years on a molecule that may never get through the FDA. The engineer who designs the scanner. The company that risks capital on a manufacturing line. The doctor who borrowed three hundred thousand dollars for the right to work ninety hour weeks. The nurse. The hospital that has to keep the lights on. Every one of them has to take in more than they put out or they stop, and when they stop, the care stops with them. Government not needing a profit means nothing if the people who make the thing still do.
Then there are the people whose money you intend to run through the Treasury. They earned it. They need it. And they have a right to it that does not depend on whether your commission has a good use in mind. A government that doesn't have to make a profit is a government that only has to take, and the taking is the part you keep leaving out of the pitch.
You know all of this. You built Cost Plus on exactly these premises. Publish a price, earn a margin, let the customer decide. You just refuse to grant the people who make medicine the same thing you granted yourself.
Shaker Cherukuri retweeted
The internet democratized information.
AI is democratizing the ability to use information.
That’s a much bigger revolution.
Having access to a million research papers means very little if you can’t understand them.
Having access to an intelligence that can explain, compare, analyze, and help you apply those papers changes everything.
The internet gave everyone a library.
AI is giving everyone something resembling a research team.
And we’re only getting started.
Shaker Cherukuri retweeted
Fortunately, I have 35 years of experience in biomedical research (anyone is welcome to check my scientific record), and I have been saying the same thing for years. I completely agree with Demis: we will cure all diseases within 10 years AND reverse aging in approximately 15 years!
I realize I am an exception among my colleagues, but what I find truly messed up is denying people, whether sick or healthy, this very real hope for the future.
Let me explain the main reason why even brilliant scientists and experts struggle to imagine how this could possibly happen. It comes down to extreme cognitive dissonance and the enormous ego of human intelligence: if WE cannot achieve something, we find it inconceivable that MACHINE intelligence could. In fact, the smarter people are, the harder it often becomes for them to accept this possibility, and the more elaborate their coping mechanisms become.
Top mathematicians have just lived through this realization, and physicists will be experiencing it soon.
Yet biologists somehow feel more secure. Not because they are smarter, but because biological systems are vastly more complex. After centuries of research by some of the greatest minds in human history, the idea that AI could solve problems in biology that have eluded us for so long, and do so within just a decade or two, seems utterly inconceivable to them.
Well, they will find out soon enough!
As someone who understands biology deeply, I know that its complexity is not insurmountable. Yes biology IS extraordinarily complex, but it is ultimately a system governed by physical laws and principles that can be decoded, which we have been doing albeit very slowly. Achieving this in a decade will require superintelligence, vastly greater computational power, and enormous amounts of biological data. That is why I believe it will take a decade or two, compared with mathematics and physics, where AI is already making extraordinary progress at a much faster pace.
The fundamental mistake is assuming that the limits of human intelligence are also the limits of intelligence itself. We have spent centuries trying to understand biology with human brains, same substrate it is made of. We are about to bring an entirely different level of intelligence to the problem, one that will eventually surpass the collective intellectual capabilities of all scientists who have ever lived.
As such, I stand 100% behind Demis and others, including Dario Amodei, who have made similar predictions.
Mark my words: the coming revolution in biology and medicine will be unlike anything humanity has ever experienced!
When Demis Hassabis talks about curing all diseases within 10 years, @dawallach says scientists who have spent decades studying these problems aren't necessarily buying it.
"When [scientists] hear AI people say smart things, they go, 'Cool, yeah, let's run it.' Everyone respects Demis."
"But when Demis says we're gonna cure all diseases in 10 years, I think people who have two PhDs and have been doing this for 40 years go, 'Come on, man.'"
"You're giving a sort of false hope to a lot of people who are legitimately out there suffering or have a loved one who's on death's doorstep. That's a little messed up."
Shaker Cherukuri retweeted
Imagine telling someone in 1850 that you’re opposed to machines replacing human labor because people need jobs.
They’d probably think you were insane.
People weren’t working 14-hour days in factories because they loved employment.
They were working because they had no alternative.
Yet here we are, nearly 200 years later, treating the preservation of human labor as some kind of moral obligation.
The objective was never to create jobs.
The objective was to create prosperity.
Somewhere along the way, we confused the two.
Shaker Cherukuri retweeted
Speculation: Valeo’s new BlackBerry $BB QNX smart-camera wins in China may point to a more chip-flexible platform—and possibly a shift from Mobileye EyeQ on these programs. Could Eclipse S-CORE play a role? No replacement or S-CORE link has been confirmed.
Valeo/Mobileye: valeo.com/en/valeo-has-produ…
Valeo/QNX: stocktitan.net/news/BB/valeo…
~REALALOY
Shaker Cherukuri retweeted
I claimed that about 2–3 years ago, we entered a new era of science that I called Science 3.0, in which human scientists and AI work together to conduct research and make discoveries.
Science 1.0 was the era of individual scientists making discoveries, dating back to the beginnings of modern science. Science 2.0 was the era of teams of scientists working together, which became the dominant model of scientific research over the past century and almost exclusively so in recent decades.
Soon, within just a few years, we will enter Science 4.0, when AI, or rather superintelligence (SI), will make most scientific discoveries largely on its own. However, we humans will still be in the driver’s seat, directing which problems to solve, setting research priorities, and applying and validating discoveries in our wet labs.
After this relatively brief period of Science 4.0, perhaps lasting a decade or two, we will enter the final phase of scientific research and discovery: Science 5.0. At that point, superintelligence and autonomous robots will independently drive and determine virtually all scientific progress. The intelligence gap between us and SI will have become so vast that our own intelligence will be too limited even to formulate the right questions, let alone comprehend the full depth of the answers.
In fact, I recently told a friend and fellow scientist that we, the scientists trained today, are the last generation of human scientists. I believe this will turn out to be one of the most profound transformations in the history of humanity.
I feel incredibly honored and privileged to be part of this extraordinary transition, and deeply grateful to be alive to witness humanity passing the torch of scientific discovery to a far greater intelligence.
For thousands of years, we have struggled to unravel the mysteries of the universe with the limited intelligence evolution gave us. Soon, we will pass that quest to minds far more capable than our own, minds that may finally uncover the deepest secrets of reality, life, consciousness, and perhaps even the ultimate meaning of our existence.
What a magnificent time to be alive, to witness the final chapter of human-led science and the beginning of an age of discovery beyond anything we can possibly imagine!
i don't think people realize how quickly we're getting to the point where AI can do actual scientific research basically without humans
yesterday Nature published a paper about an AI-run laboratory in China that autonomously does DNA synthesis, amplification, sequencing, among other experiments. more than 11,000 experimental steps with over 20 different instruments
the humans are basically there to refill the reagents and maintain the equipment
at the same time Anthropic published research where Claude helped a team discover and determine the structure of a bacterial-virus vault particle, searching through 15 BILLION protein sequences and doing the computational analysis
just think about where this is going
AI comes up with an experiment, robots run it, instruments return the results, AI interprets them and proposes the next experiment. repeat
once that loop becomes reliable enough and generalizable, scientific progress is no longer bottlenecked by how much research humans can personally do
scientific discovery is becoming scalable
Shaker Cherukuri retweeted
Obesity is the root disease for over 200 chronic diseases, it impacts more than 1 in 7 people on the planet and more options are needed. Science doing a good job here making the case for much more innovation in Obesity care. It’s still very early, yet we can see the impact that is possible. Lilly doing our part to lead on new mechanisms, more convenient, more durable and more accessible weight loss solutions for the world.
Obesity management medications: The way forward | Science science.org/doi/10.1126/scie…
Shaker Cherukuri retweeted
NTSB investigators and local officials continue recovery efforts for the wreckage of the Learjet 60 that crashed on Nov. 1 near Greenacres, Florida.
Excavation work at the crash site began late yesterday and continues today, which included finding a portion of one engine. Debris has been found away from the impact location and also on the roofs of homes and buildings near the crash site.
All recovered wreckage will be sent to a secure location for further examination.
If you have found or collected any debris from the Learjet 60 crash, please do not keep it or attempt to move, alter or dispose of it. Even small pieces of the wreckage may contain important evidence that could help investigators determine what happened. We ask that you contact the NTSB at [email protected] to arrange its recovery. Please include a photo of the debris, if possible, in your email. Recovering all available wreckage is critical to the investigation and helping to determine the cause of the crash.
Shaker Cherukuri retweeted
For those who say it’s time for universal care. I am all for it. It would be nice if we could find a way to reduce the cost of care and make it available to everyone, for anything.
But it will take work to get there. Other countries with Universal Care make “Most Things available to All People”. It’s not perfect.
In our country, we make “Everything available to Most People”.
The question for this country, unlike others, is how we can make the best possible care and therapies, regardless of cost, to everyone ?
Read @AbdulElSayed ‘s book on Medicare for All. He wisely had more questions than answers. Medicare for All ? Global Budgets ? Or something else ?
It’s a difficult path from where we are to “E4E” Healthcare. ?Everything for Everyone)
My hope is that we can put together a Simpson Bowles type, Blue Ribbon Commission. One that includes representatives of all stakeholders. From all different type of patients. Including rare disease parents. Rural and Urban Hospitals. The most expensive hospitals that offer unique care. Pharma companies that offer everything from genetics to Cell and Gene Therapies. You get the point
Some people think we can just tell all those working in the healthcare system what to do.
That’s the fastest way for this to fail. We need to be as close as we can to being on the same page. And we need to figure out a non partisan manner of running our American version of Universal Care.
No reason we can’t start now
Shaker Cherukuri retweeted
NTSB to hold its second media briefing today on its investigation into Sunday's crash of a Learjet 60 airplane in Palm Beach County, Florida. NTSB Member Tom Chapman will brief the media at 3:00 p.m. EST at the Emergency Operations Center, 20 S. Military Trail, West Palm Beach, Florida, 33415. Member Chapman will provide an update on investigative activities outlined in Monday's briefing. A link to the livestream of the briefing will be provided here by 2:45 p.m.
Shaker Cherukuri retweeted
Five years of compute share in one map. $NVIDIA holds 93% of GPU units and about 75% of AI accelerator revenue, while $AMD grew by taking Intel's CPU markets instead.
Arm now powers 15.3% of PCs without selling a chip, and custom ASICs pass GPUs in shipments by 2027. The full landscape, market by market:
$ARM and $AVGO are the better trades in addition to the hyperscalers from here , imho. Not Financial advice.
dalalbytes.com/blog/compute-…
Shaker Cherukuri retweeted
I am not the perfect investor, and this book will not pretend I am. The perfect investor lets his winners run forever. Very few such investors exist. I needed the guardrails because I am not perfect. Neither are you. That is what they are for.
An honest narrative of my journey of $PLTR , $BB , $NBIS and $AMD
A honest narrative of my wins, failures and misses.
I hope there are lessons for you from my journey.
Link in thread.
Millions of vehicles already rely on QNX. Next up?
Robotics, industrial automation, medical devices, and physical AI.
Thanks to @BrookeDiPalma and @YahooFinance for hosting QNX President John Wall to discuss the growing role of safe, secure, mission-critical software.
🔗 yhoo.it/4zeuDWO
Yesterday, BlackBerry CEO John J. Giamatteo joined @jimcramer on @CNBC's Mad Money to discuss a major milestone: a $1.2B QNX royalty backlog.
From the largest design win in QNX history to growth in automotive, medical devices, industrial automation, and robotics, hear what's driving the momentum.
🎥 Watch the interview. cnbc.com/video/2026/10/26/bl…
BlackBerry reinvented: CEO sees big opportunities AI-powered robots cnbc.com/2026/10/26/blackber…
Shaker Cherukuri retweeted
$BB is indeed a cybersecurity play and it’s the strongest cybersecurity play at the embedded edge, in an era of edge ai . That’s exactly why even $nvda uses them when safety matters finance.yahoo.com/markets/st…
Shaker Cherukuri retweeted
Nvidia wins are adding to the BlackBerry $BB bottom line.... And there have been SEVERAL this week alone.... look it up....
The expanded relationship sees QNX® OS for Safety 8.0 integrated with NVIDIA IGX Thor and Halos Safety Stack, combining QNX's proven, deterministic real‑time operating system with NVIDIA's functional safety platform to support regulated, AI‑enabled systems across robotics, medical technologies, industrial applications and more.
finance.yahoo.com/sectors/te…
Proud to collaborate with @wayve_ai and @Stellantis, alongside the French Government, to advance safe, responsible AV deployment in France. 🇫🇷
The Wayve AI Driver will integrate NVIDIA Halos OS on NVIDIA Hyperion.
📖 wayve.ai/press/wayve-stellan…
Shaker Cherukuri retweeted
Two critical vulnerabilities have been identified in PHP, a widely used programming language that powers websites and web applications. These vulnerabilities (CVE-2026-109618 and CVE-2026-109619) could allow malicious cyber actors to remotely execute code in PHP core, potentially compromising sensitive data and networks.
The FBI urges organizations to take the following steps now:
➡️ If an immediate update is not feasible it is recommended that organizations take the system offline until it can be fully mitigated.
➡️ Immediately update affected PHP installations following the guidance on php.net. Inventory where PHP runs in your environment, prioritizing internet-facing systems and vendor products that bundle PHP.
➡️ Monitor web servers for suspicious activity, including PHP processes unexpectedly launching command shells or downloading files. Ensure appropriate process-monitoring capabilities are in place to help identify potential exploitation.
➡️ If you find signs of compromise, isolate affected systems, preserve your web server and PHP logs, and report it to your local FBI field office or ic3.gov. Those reports help us identify the actors involved and warn other organizations before they become victims.
For the latest information, follow PHP’s announcement on php.net, CERT-EU Security Advisory 2026-018, and CISA’s Known Exploited Vulnerabilities catalog.
Hot off the press! 🔥The 2026 Under the Hood: SDV Developer Report is here.
New QNX research finds 35% of developer effort is spent on foundational software integration.
🔎 What’s slowing SDV innovation? Find out: bit.ly/3TQoLnv




















