OpenAI’s cofounder and former chief scientist, Ilya Sutskever, made headlines earlier this year after he left to start his own AI lab called Safe Superintelligence Inc. He has avoided the limelight since his departure but made a rare public appearance in Vancouver on Friday at the Conference on Neural Information Processing Systems (NeurIPS).
Technology
OpenAI cofounder Ilya Sutskever says the way AI is built is about to change
/cdn.vox-cdn.com/uploads/chorus_asset/file/25789444/1258459915.jpg?ssl=1 "OpenAI cofounder Ilya Sutskever says the way AI is built is about to change")
“Pre-training as we know it will unquestionably end,” Sutskever said onstage. This refers to the first phase of AI model development, when a large language model learns patterns from vast amounts of unlabeled data — typically text from the internet, books, and other sources.
“We’ve achieved peak data and there’ll be no more.”
During his NeurIPS talk, Sutskever said that, while he believes existing data can still take AI development farther, the industry is tapping out on new data to train on. This dynamic will, he said, eventually force a shift away from the way models are trained today. He compared the situation to fossil fuels: just as oil is a finite resource, the internet contains a finite amount of human-generated content.
“We’ve achieved peak data and there’ll be no more,” according to Sutskever. “We have to deal with the data that we have. There’s only one internet.”
Next-generation models, he predicted, are going to “be agentic in a real ways.” Agents have become a real buzzword in the AI field. While Sutskever didn’t define them during his talk, they are commonly understood to be an autonomous AI system that performs tasks, makes decisions, and interacts with software on its own.
Along with being “agentic,” he said future systems will also be able to reason. Unlike today’s AI, which mostly pattern-matches based on what a model has seen before, future AI systems will be able to work things out step-by-step in a way that is more comparable to thinking.
The more a system reasons, “the more unpredictable it becomes,” according to Sutskever. He compared the unpredictability of “truly reasoning systems” to how advanced AIs that play chess “are unpredictable to the best human chess players.”
“They will understand things from limited data,” he said. “They will not get confused.”
On stage, he drew a comparison between the scaling of AI systems and evolutionary biology, citing research that shows the relationship between brain and body mass across species. He noted that while most mammals follow one scaling pattern, hominids (human ancestors) show a distinctly different slope in their brain-to-body mass ratio on logarithmic scales.
He suggested that, just as evolution found a new scaling pattern for hominid brains, AI might similarly discover new approaches to scaling beyond how pre-training works today.
After Sutskever concluded his talk, an audience member asked him how researchers can create the right incentive mechanisms for humanity to create AI in a way that gives it “the freedoms that we have as homosapiens.”
“I feel like in some sense those are the kind of questions that people should be reflecting on more,” Sutskever responded. He paused for a moment before saying that he doesn’t “feel confident answering questions like this” because it would require a “top down government structure.” The audience member suggested cryptocurrency, which made others in the room chuckle.
“I don’t feel like I am the right person to comment on cryptocurrency but there is a chance what you [are] describing will happen,” Sutskever said. “You know, in some sense, it’s not a bad end result if you have AIs and all they want is to coexist with us and also just to have rights. Maybe that will be fine… I think things are so incredibly unpredictable. I hesitate to comment but I encourage the speculation.”
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OpenAI announced yet another reorganization Friday, consolidating certain areas and making company president Greg Brockman the official lead of all things product.
In a memo viewed by The Verge, Brockman wrote that since OpenAI’s product strategy for this year is to go all-in on AI agents, the company is combining its products to “invest in a single agentic platform and to merge ChatGPT and Codex into one unified agentic experience for all.”
To do this, the company is making a suite of org chart changes, although it’s still operating under some of the same ones from last month. That’s when AGI boss Fidji Simo went on medical leave and OpenAI announced that Brockman would be in charge of product strategy and CSO Jason Kwon, CFO Sarah Friar, and CRO Denise Dresser would take control of business operations.
It’s all part of OpenAI’s recent strategic shift to focus on key revenue drivers like coding and enterprise and stop pouring resources into “side quests” ahead of its potential IPO later this year and amid investor pressure to turn a profit.
In Simo’s continued absence, Brockman’s role leading product strategy is now official, as well as the company’s “scaling” arm. Under Brockman will be four different pillars. The first is core product and platform, led by Thibault Sottiaux, who has been OpenAI’s engineering lead for Codex, and the second is critical enterprise industries, led by ChatGPT head Nick Turley. Third is the consumer pillar, such as health, commerce, and personal finance, which will be led by Ashley Alexander, who has been its healthcare products VP. The fourth pillar — core infrastructure, ads, data science, and growth — will be led by Vijaye Raji, who has been OpenAI’s CTO of applications.
Brockman wrote in the memo that OpenAI’s goal is now to “bring agents to ChatGPT scale, in order to give individuals and organizations significantly more value and utility from our products.”
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You’re going about your day when your phone buzzes. A text hits your phone. It looks official. It sounds urgent. And suddenly, you are being told you owe money for a traffic violation. That is exactly what Todd from Texas experienced. He emailed us and said:
“I received this text message today. It was so baffling because I haven’t lived in California for nearly a decade. I didn’t click on anything or respond. How can I tell if this is for real or if this is a scam?”
If you’ve gotten a message like this, you are not alone. This type of scam is spreading fast, and it is designed to pressure you into acting before you think. Let’s break down what is really going on.
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FAKE AGENT PHONE SCAMS ARE SPREADING FAST ACROSS THE US
This message may look official, but several red flags show it is likely a scam designed to pressure you into paying quickly. (Kurt “CyberGuy” Knutsson)
What the traffic ticket scam text looks like
At first, the message seems convincing. It claims to be a “final reminder” from the California DMV, and it warns of penalties like license suspension and added fees. It even includes a link that appears somewhat official. However, once you slow down and take a closer look, the red flags quickly start to pile up.
The biggest red flags in this message
Here are the key warning signs to watch for in messages like this.
9 WAYS SCAMMERS CAN USE YOUR PHONE NUMBER TO TRY TO TRICK YOU
1) The phone number makes no sense
The message comes from a number with a +63 country code. That is the Philippines, not California. Government agencies in the U.S. do not send official legal notices from international numbers. That alone is a major warning sign.
2) No name, just “Dear Driver”
Legitimate notices from a DMV or court almost always include your full name or at least some identifying information. “Dear Driver” is vague on purpose. It allows scammers to send the same message to thousands of people.
3) The link isn’t a real DMV website
The message includes this link:
ca.mnvtl.life/dmv
That isn’t a government domain. Official DMV websites in California use “.ca.gov” or similar trusted domains. Scammers often create lookalike links to trick you into clicking.
4) Urgency and threats
The message pushes you to act quickly with a deadline. It lists consequences like license suspension and extra charges. Scammers rely on fear. When you feel rushed, you are more likely to click without thinking.
FBI WARNS OF DANGEROUS NEW ‘SMISHING’ SCAM TARGETING YOUR PHONE
5) Asking you to reply to proceed
The text says to reply with “Y” to get instructions. That is another trap. Responding confirms your number is active, which can lead to more scam messages.
6) Generic language and odd phrasing
Parts of the message feel slightly off. The tone is formal but not quite right. That subtle awkwardness is common in scam messages sent to large groups of people.
7) Overloaded threats designed to scare you
The message piles on consequences like license suspension, added fees, court action and even credit damage. In this case, it even mentions a license suspension and a $160 late payment charge. That combination is meant to overwhelm you and push you to act fast. Real agencies usually provide clear, specific notices, not a long list of escalating threats in a single text.
INSIDE A SCAMMER’S DAY AND HOW THEY TARGET YOU
Scam texts like this often arrive out of nowhere and try to create urgency before you have time to question them. (Kurt “CyberGuy” Knutsson)
What this means for you
Even if you have never driven in California, you could still receive this message. Scammers cast a wide net and hope someone takes the bait. If you click the link, you could be taken to a fake payment page. That page may ask for your credit card details, personal information or login credentials. In some cases, it can also install malware on your device or redirect you to credential-stealing pages. This isn’t about a ticket. It is about getting your data. State DMVs typically do not send final legal notices or payment demands by text message.
Why these scams keep working
These messages work because they tap into something most people fear. Legal trouble, fines and losing driving privileges. They also look just real enough to pass a quick glance. That is all scammers need. As more services move online, these scams will continue to evolve.
Unlike typical DMV scams, this message impersonates a court and escalates the threats to make the situation feel more serious (Kurt “CyberGuy” Knutsson)
Ways to stay safe from traffic ticket text scams
Start with a simple rule. Never trust a payment request that shows up out of nowhere. Here are practical steps you can take:
1) Do not click the link
If you are unsure, do not tap anything in the message. That includes links and reply options.
2) Use strong antivirus software
If you accidentally click a link, strong antivirus software can help detect malware and protect your data. Get my picks for the best 2026 antivirus protection winners for your Windows, Mac, Android & iOS devices at Cyberguy.com
3) Verify directly with the DMV
Go to your state’s official DMV website by typing it yourself into your browser. Do not use the link in the text.
4) Check the sender carefully
Look at the phone number. International numbers or random strings are a clear warning sign.
5) Ignore generic greetings
Real notices will usually include your name or case details. Vague language is a red flag.
6) Consider a data removal service
Scammers often get your number from data broker sites. Removing your personal info from those databases with a data removal service can reduce these messages. Check out my top picks for data removal services and get a free scan to find out if your personal information is already out on the web by visiting Cyberguy.com
7) Block and report the number
On your phone, block the sender and report it as spam. This helps reduce future attempts.
8) Turn on spam filtering
Enable spam filtering on your phone or through your carrier to catch more of these messages before they reach you.
Kurt’s key takeaways
Todd did the right thing. He paused, questioned the message and did not click. That one decision likely saved him from handing over personal information. When it comes to messages like this, skepticism is your best defense. If something feels off, trust that instinct.
Should phone carriers and tech companies be doing more to block scams like this before you ever see them? Let us know by writing to us at Cyberguy.com
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- Plus, you’ll get instant access to my Ultimate Scam Survival Guide free when you join.
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Honda revealed prototypes of two new hybrid models, an Accord sedan and the Acura RDX SUV, during its annual business briefing this week, built on a platform that it says will begin launching next year. The RDX was announced earlier this year as Honda’s first SUV to feature the next-gen version of its two-motor hybrid system.
In March, Honda announced it would take a writedown of up to 2.5 trillion yen ($15.7 billion) on its EV investments. Now Honda says its EV-related losses will be “resolved” by 2029, and that it will reevaluate its EV plans in 2030.
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