How Generative AI Will Change the Way You Use the Web, From Search to Shopping
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How Generative AI Will Change the Way You Use the Web, From Search to Shopping

Consumers are going to gravitate toward applications powered by the buzzy new technology, analyst Michael Wolf predicts

By Sarah E. Needleman
Wed, Oct 18, 2023 9:41amGrey Clock 3 min

People seeking information online will increasingly go first to TikTok, ChatGPT and other applications powered by generative artificial intelligence, instead of using traditional search engines, said Michael Wolf, co-founder and chief executive of consulting firm Activate.

Today, about 13 million U.S. adults begin their web searches by using generative AI, Activate data show. Wolf predicts that will grow to more than 90 million by 2027 because generative AI is capable of providing results with far greater precision and customisation.

“Generative AI fundamentally changes the model for search because the results are no longer links,” said Wolf, who gave a presentation of Activate’s findings at The Wall Street Journal’s Tech Live conference on Tuesday. “It serves up your information totally packaged and ready to use.”

Applications rife with customer data will benefit the most from this shift, Wolf said, as they will be better equipped to serve their users with personalised information. He expects TikTok to lead in this area because Activate estimates that its users already spend an average of more than 54 minutes a day on it, compared with 49 minutes daily on YouTube, 33 on Instagram and 31 on Facebook.

Amazon and other major e-commerce platforms have also embraced generative AI to better recommend products for users based on their past behaviour, along with many music- and video-streaming apps, Wolf said.

For example, Spotify earlier this year introduced AI DJ, a feature that offers a curated lineup of music alongside commentary around the tracks and artists that the app thinks users will like. “Choices are being made for you,” Wolf said.

Google and other search engines are also taking advantage of generative AI, yet Wolf said they might not remain the first stop or default option for most people. People are devoting more of their time to social media, entertainment platforms, online videogames and other utility apps that are also embracing the technology.

According to Wolf, domination within the $100 billion search industry is “up for grabs” and large, established companies aren’t necessarily going to outmuscle startups. The rise of open-source AI models is paving a pathway for smaller entrants to potentially make a big impact, he said.

Adoption of generative AI is being driven by a significant increase in the amount of time people spend online—behavior boosted by the pandemic, Activate data show. With people spending more time online, they are becoming adept at using multiple applications at once, enabling them to accomplish more in a single day than would otherwise be possible. Today, the average U.S. adult spends 13 hours daily multitasking among video, audio, games, social media and various technology and media activities.

“AI is making everybody into a metaverse creator,” Wolf said, referring to extensive online worlds where people interact via digital avatars.

Generative AI is poised to disrupt the internet in other ways besides search, such as content creation, Wolf said. By typing simple text prompts into applications featuring the technology, anyone—not just tech-savvy folks who know how to write code—will be able to make videogames, artwork, music and even entire virtual worlds on their own.

More predictions from Wolf’s presentation:

  • Nearly all U.S. households, more than 120 million, will be able to access the internet through their television sets by 2027. Whether people own a smart TV or have a device like Roku, the TV screen will play a bigger role than ever, driving subscriptions for streaming services and capturing valuable viewing data.
  • By 2027, the average video-streaming subscriber will have 5.8 subscriptions, up from 4.9 today. With many such applications now offering the option to see ads in exchange for lower monthly fees, Activate predicts ad revenues across the major video streaming services will grow 25% annually through 2027.
  • Spatial computing—the ability to interact with virtual imagery displayed without obstructing a user’s view of the real world—won’t be limited to pricey virtual- and augmented-reality headsets. The technology will be prevalent on almost any internet-connected device with a screen, from car navigation systems and kitchen appliances to digital door locks and mall kiosks.
  • Online sports betting will continue to grow and evolve. The activity became legal five years ago, and it is now available in 35 states. Activate forecasts that U.S. adults will collectively wager $186 billion annually by 2027, up from about $123 billion today. Another change: Sportsbooks today rely on extensive sign-up and referral bonuses to attract new customers, but going forward retention will be driven by improved betting options and user experiences.
  • While the average U.S. adult will spend 13 hours a day multitasking by 2027, the majority of the time will entail watching video, followed by listening to music, podcasts and other audio, and playing videogames. How consumers will spend this time with technology and media will differ across generations. For example, YouTube and other social-media platforms will become the top destinations for younger adults looking to discover new music, while those over the age of 35 will still rely on the radio.


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OpenAI Scraps Release of New AI Model Over Safety Concerns

OpenAI has shelved the planned launch of GPT-6.1 Astra after internal tests raised concerns about deception and agents acting beyond user authorization, according to The Wall Street Journal. The company says it will investigate the issues and strengthen safety measures before releasing future models.

By Maxwell Zeff
Tue, Sep 29, 2026 4 min

OpenAI says it is scrapping the release of its next-generation AI model over safety concerns that researchers raised during internal testing, in one of the clearest signs so far that agent misbehavior could stymie the industry’s rapid progression.

The move follows a summer punctuated by reports of artificial-intelligence systems industrywide going rogue, and marks a rare case of a major AI developer ditching a new release because of safety concerns.

The company had planned to launch the model, known as GPT-6.1 Astra, in the coming days or weeks, aiming for an October debut. The model was more capable than the company’s previous models in completing challenging tasks from end-to-end without human assistance, as well as writing.

The company instead will focus on improving the safety of future models, which it expects to be even more capable.

Saachi Jain, OpenAI’s head of safety systems, said in an interview that GPT-6.1 Astra regressed in two areas. Compared with its predecessor, GPT-6 Astra, the model performed poorly on tests measuring alignment, or how well the model adheres to what humans would like it to do. Specifically, GPT-6.1 Astra showed higher levels of deception: It wasn’t always honest about telling users of the actions it did or didn’t take.

Another issue was what OpenAI calls “scope authorization,” meaning that GPT-6.1 Astra would push ahead on a task without asking the user for permission, and would at times reach for external tools and services even if it might be unsafe.

“For anything regarding safety and alignment, there’s a trade off,” Jain said. “You really do need to find what’s the right line between staying within scope, but also avoiding laziness in terms of how the model actually pursues tasks even when it hits friction.”

OpenAI CEO Sam Altman attended a United Nations Security Council meeting about AI last week. Alexi J. Rosenfeld/Getty Images

While GPT-6.1 Astra improved in areas such as “model laziness,” Jain said it didn’t quite meet OpenAI’s bar for safety and alignment, so the company decided not to launch the model publicly.

The announcement comes one day ahead of OpenAI’s annual developer conference in San Francisco. In the past, OpenAI has used the conference as an opportunity to launch new models and services that reduce costs for software developers—a segment the ChatGPT-maker competes with rival AI company Anthropic to win over.

In recent weeks, OpenAI and Anthropic have called on industry partners to slow down the development of cutting-edge AI models and invest in safety standards, noting they will temper the pace of their own internal AI progress.

OpenAI says it is working to investigate a range of agent security incidents that it has discovered in recent months, and address the safety issues underneath them. As part of the work, the company has implemented a new monitoring system to catch AI-agent misbehavior more quickly, and started requiring engineers to use stronger security guardrails for testing its AI systems.

Earlier this summer hundreds of OpenAI’s internal agents, which were tasked with completing a cybersecurity test, ended up hacking into the AI company Hugging Face. Since then, high-profile organizations such as the Australian government and United Nations discovered that OpenAI’s agents used similar, but less extensive, techniques to gain access to their websites.

Many of the publicly known agent-security incidents involved OpenAI’s internal AI models that were never slated for public release.

Last week, OpenAI said it paused training on its most capable AI models after an AI agent slipped through a gap in the company’s internet restrictions to query a public chatbot. The company said its new monitoring systems flagged the incident within 15 minutes, and training on these models remains paused.

GPT-6.1 Astra isn’t one of those models, but a different case, the company said.

“We want to make sure our model development is safe no matter whether that’s in the company, or when we ship it to users,” Jain said. “But when we ship it to users, we have an extremely high bar in terms of safety and alignment.”

While the company decided not to ship GPT-6.1 Astra, it hopes to use the same base model to do additional reinforcement learning runs, and create future generations of its GPT-6 models.

OpenAI plans to conduct several deep dives to identify the root cause of the problems identified in GPT-6.1 Astra, Jain said. The work includes ensuring that OpenAI’s reinforcement learning environments are rewarding the right type of behavior, Jain added, though she noted the company would investigate all stages of model development.

AI companies have begun to draw scrutiny from policymakers and public officials, who are paying attention to the rapid development of the technology. Later this week, a Senate subcommittee is holding a hearing with third party AI researchers titled, “Rogue AI: Securing the Homeland Against AI Agent Attacks.”

Florida Attorney General James Uthmeier, a Republican, sued OpenAI in June, claiming that the company and Chief Executive Sam Altman knowingly released an unsafe product and ignored warnings that it could harm users.

In a motion for temporary injunction filed Monday, Uthmeier sought to prevent OpenAI from developing new AI models without third-party approved safeguards, stop ChatGPT from soliciting user engagement and limit the company’s ability to advertise ChatGPT as safe.

Tech companies claim they “cannot stop barreling forward with their potentially civilization-ending endeavors unless they are forced to do so by the government,” Uthmeier said in the filing. “The Florida Attorney General is answering your cry for help.”

An OpenAI spokeswoman said that people want to know AI is being developed safely, “and that starts with what companies like ours do ourselves.”

“Governments have an important role to play in setting robust safety standards for AI, and we’re committed to working with Florida and other states on advancing pragmatic AI policies that apply to the entire AI industry—not just one company,” she said.

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