Technologies
AI Is Speeding Us Toward Intelligent Computers and the Singularity, Pioneer Says
John Hennessy, a Silicon Valley pioneer and former Stanford president, says AI progress is ‘stunning.’
ChatGPT and other AI systems are propelling us faster toward the long-term technology dream of artificial general intelligence and the radical transformation called the «singularity,» a Silicon Valley chip luminary and former Stanford University professor John Hennessy believes.
«The AI revolution is upon us. It’s stunning,» Hennessy said Monday at the TechSurge conference. «It’s awakened in everybody a sense that maybe the singularity, …this turning point where computers really are more capable than humans, is closer than we thought.»
Hennessy won computing’s highest prize, the Turing Award with colleague Dave Patterson for developing the computing architecture that made energy-efficient smartphone chips possible and that now is the foundation for virtually all major processors. He’s also chairman of Google parent company Alphabet.
AI is indeed transforming computing, relying on neural network processing methods inspired by the human brain to tackle new problems in spotting patterns and more recently to generate new text and imagery. AI spread across the computing industry for years making speech recognition mainstream and letting us unlock our phones with our faces. But AI expectations surged with 2022’s debut of OpenAI’s ChatGPT, which can answer a huge range of questions, offer advice, pass medical exams, hold conversations and write programs and poetry.
Microsoft is using the GPT technology to power a new version of its Bing search engine and plans to use it more broadly in other tools like Word, PowerPoint and Excel. Google, an AI pioneer, debuted a competing AI tool called Bard in February.
What’s unclear is how well today’s AI, trained for relatively narrow tasks, will grow to match the versatility of human brains. Hennessy is optimistic
«Some of us thought that point at which we’d have a general artificial general intelligence was 40 or 50 years away. I think everybody’s horizon has moved in by probably 10 or 20 years,» Hennessy said. «These models keep getting bigger, and every time we make a jump up in the size of the model, we seem to be able to do new tasks. We don’t know where that’s going to plateau yet.»
Another problem with general intelligence, in particular with tools like ChatGPT that synthesize new material from vast swaths of training data, is misleading us. Today, it’s hard for AIs and people use them to distinguish between reality and «hallucinations,» digital flights of fancy that often sound plausible.
Hennessy sees AI today as an «amplifier,» a similar concept to Microsoft’s position of AI as a «co-pilot.»
«I may not get a video that’s perfect or a PowerPoint presentation or a paragraph that’s perfect. But maybe I get something I can really work with, then use some human intelligence to make it even better,» Hennessy said.
Google is concerned about the problems as well, which is why it didn’t race to release Bard until after ChatGPT stole so much attention.
«Google was hesitant to productize this because it didn’t think it was really ready for a product yet. But I think as a demonstration vehicle, it’s a great piece of technology,» Hennessy said. «You don’t want to put a system out that either says wrong things or sometimes says toxic things. Right. There’s a level of caution about this.»
Technologies
How to Get Verizon’s New Internet Plan for Just $25 Per Month
Technologies
This $20K Humanoid Robot Promises to Tidy Your Home. But There Are Strings Attached
The new Neo robot from 1X is designed to do chores. It’ll need help from you — and from folks behind the curtain.
It stands 5 feet, 6 inches tall, weighs about as much as a golden retriever and costs near the price of a brand-new budget car.
This is Neo, the humanoid robot. It’s billed as a personal assistant you can talk to and eventually rely on to take care of everyday tasks, such as loading the dishwasher and folding laundry.
Neo doesn’t work cheap. It’ll cost you $20,000. And even then, you’ll still have to train this new home bot, and possibly need a remote assist as well.
If that sounds enticing, preorders are now open (for a mere $200 down). You’ll be signing up as an early adopter for what Neo’s maker, a California-based company called 1X, is calling a «consumer-ready humanoid.» That’s opposed to other humanoids under development from the likes of Tesla and Figure, which are, for the moment at least, more focused on factory environments.
Neo is a whole order of magnitude different from robot vacuums like those from Roomba, Eufy and Ecovacs, and embodies a long-running sci-fi fantasy of robot maids and butlers doing chores and picking up after us. If this is the future, read on for more of what’s in store.
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What the Neo robot can do around the house
The pitch from 1X is that Neo can do all manner of household chores: fold laundry, run a vacuum, tidy shelves, bring in the groceries. It can open doors, climb stairs and even act as a home entertainment system.
Neo appears to move smoothly, with a soft, almost human-like gait, thanks to 1X’s tendon-driven motor system that gives it gentle motion and impressive strength. The company says it can lift up to 154 pounds and carry 55 pounds, but it is quieter than a refrigerator. It’s covered in soft materials and neutral colors, making it look less intimidating than metallic prototypes from other companies.
The company says Neo has a 4-hour runtime. Its hands are IP68-rated, meaning they’re submersible in water. It can connect via Wi-Fi, Bluetooth and 5G. For conversation, it has a built-in LLM, the same sort of AI technology that powers ChatGPT and Gemini.
The primary way to control the Neo robot will be by speaking to it, just as if it were a person in your home.
Still, Neo’s usefulness today depends heavily on how you define useful. The Wall Street Journal’s Joanna Stern got an up-close look at Neo at 1X’s headquarters and found that, at least for now, it’s largely teleoperated, meaning a human often operates it remotely using a virtual-reality headset and controllers.
«I didn’t see Neo do anything autonomously, although the company did share a video of Neo opening a door on its own,» Stern wrote last week.
1X CEO Bernt Børnich told her that Neo will do most things autonomously in 2026, though he also acknowledged that the quality «may lag at first.»
The company’s FAQ says that for any chore request Neo doesn’t know how to accomplish, «you can schedule a 1X Expert to guide it» to help the robot «learn while getting the job done.»
What you need to know about Neo and privacy
Part of what early adopters are signing up for is to let Neo learn from their environment so that future versions can operate more independently.
That learning process raises privacy and trust questions. The robot uses a mix of visual, audio and contextual intelligence — meaning it can see, hear and remember interactions with users throughout their homes.
«If you buy this product, it is because you’re OK with that social contract,» Børnich told the Journal. «It’s less about Neo instantly doing your chores and more about you helping Neo learn to do them safely and effectively.»
Neo’s reliance on human operation behind the scenes prompted a response from John Carmack, a computer industry luminary known for his work with VR systems and the lead programmer of classic video games including Doom and Quake.
«Companies selling the dream of autonomous household humanoid robots today would be better off embracing reality and selling ‘remote operated household help’,» he wrote in a post on the X social network (formerly Twitter) on Monday.
1X says it’s taking steps to protect your privacy: Neo listens only when it recognizes it’s being addressed, and its cameras will blur out humans. You can restrict Neo from entering or viewing specific areas of your home, and the robot will never be teleoperated without owner approval, the company says.
But inviting an AI-equipped humanoid to observe your home life isn’t a small step.
The first units will ship to customers in the US in 2026. There is a $499 monthly subscription alternative to the $20,000 full-purchase price, though that will be available at an unspecified later date. A broader international rollout is promised for 2027.
Neo’s got a long road ahead of it to live up to the expectations set by Rosie the Robot in The Jetsons way back when. But this is no Hanna-Barbera cartoon. What we’re seeing now is a much more tangible harbinger of change.
Technologies
I Wish Nintendo’s New Switch 2 Zelda Game Was an Actual Zelda Game
Hyrule Warriors: Age of Imprisonment has great graphics, a great story and Zelda is actually in it. But the gameplay makes me wish for another true Zelda title instead.
I’ve never been a Hyrule Warriors fan. Keep that in mind when I say that Nintendo’s new Switch 2-exclusive Zelda-universe game has impressed me in several ways, but the gameplay isn’t one of them. Still, this Zelda spinoff has succeeded in showing off the Switch 2’s graphics power. Now can we have a true Switch 2 exclusive Zelda game next?
The upgraded graphics in Tears of the Kingdom and Breath of the Wild has made the Switch 2 a great way to play recent Zelda games, which had stretched the Switch’s capabilities to the limit before. And they’re both well worth revisiting, because they’re engrossing, enchanting, weird, epic wonders. Hyrule Warriors: Age of Imprisonment, another in the Koei-Tecmo developed spinoff series of Zelda-themed games, is a prequel to Tears of the Kingdom. It’s the story of Zelda traveling back in time to ancient Hyrule, and the origins of Ganondorf’s evil. I’m here for that, but a lot of hack and slash battles are in my way.
A handful of hours in, I can say that the production values are wonderful. The voices and characters and worlds feel authentically Zelda. I feel like I’m getting a new chapter in the story I’d already been following. The Switch 2’s graphics show off smooth animation, too, even when battles can span hundreds of enemies.
But the game’s central style, which is endless slashing fights through hordes of enemies, gets boring for me. That’s what Hyrule Warriors is about, but the game so far feels more repetitive than strategic. And I just keep button-mashing to get to the next story chapter. For anyone who’s played Hyrule Warriors: Age of Calamity, expect more of the same, for the most part.
I do like that the big map includes parts in the depths and in the sky, mirroring the tri-level appeal of Tears of the Kingdom. But Age of Calamity isn’t a free-wandering game. Missions open up around the map, each one opening a contained map to battle through. Along the way, you unlock an impressive roster of Hyrule characters you can control.
As a Switch 2 exclusive to tempt Nintendo fans to make the console upgrade, it feels like a half success. I admire the production values, and I want to keep playing just to see where the story goes. But as a purchase, it’s a distant third to Donkey Kong Bananza and Mario Kart World.
Hyrule Warriors fans, you probably know what you’re probably in for, and will likely get this game regardless. Serious Zelda fans, you may enjoy it just for the story elements alone.
As for me? I think I’ll play some more, but I’m already sort of tuning the game out a bit. I want more exploration, more puzzles, more curiosity. This game’s not about that. But it does show me how good a true next-gen Zelda could be on the Switch 2, whenever Nintendo decides to make that happen.
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