AI Overviews gets upgraded to Gemini 3 with a dash of AI Mode

It can be hard sometimes to keep up with the deluge of generative AI in Google products. Even if you try to avoid it all, there are some features that still manage to get in your face. Case in point: AI Overviews. This AI-powered search experience has a reputation for getting things wrong, but you may notice some improvements soon. Google says AI Overviews is being upgraded to the latest Gemini 3 models with a more conversational bent.

In just the last year, Google has radically expanded the number of searches on which you get an AI Overview at the top. Today, the chatbot will almost always have an answer for your query, which has relied mostly on models in Google’s Gemini 2.5 family. There was nothing wrong with Gemini 2.5 as generative AI models go, but Gemini 3 is a little better by every metric.

There are, of course, multiple versions of Gemini 3, and Google doesn’t like to be specific about which ones appear in your searches. What Google does say is that AI Overviews chooses the right model for the job. So if you’re searching for something simple for which there are a lot of valid sources, AI Overviews may manifest something like Gemini 3 Flash without running through a ton of reasoning tokens. For a complex “long tail” query, it could step up the thinking or move to Gemini 3 Pro (for paying subscribers).

https://arstechnica.com/google/2026/01/ai-overviews-gets-upgraded-to-gemini-3-with-a-dash-of-ai-mode/




“Wildly irresponsible”: DOT’s use of AI to draft safety rules sparks concerns

At DOT, Trump likely hopes to see many rules quickly updated to modernize airways and roadways. In a report highlighting the Office of Science and Technology Policy’s biggest “wins” in 2025, the White House credited DOT with “replacing decades-old rules with flexible, innovation-friendly frameworks,” including fast-tracking rules to allow for more automated vehicles on the roads.

Right now, DOT expects that Gemini can be relied on to “handle 80 to 90 percent of the work of writing regulations,” ProPublica reported. Eventually all federal workers who rely on AI tools like Gemini to draft rules “would fall back into merely an oversight role, monitoring ‘AI-to-AI interactions,’” ProPublica reported.

Google silent on AI drafting safety rules

Google did not respond to Ars’ request to comment on this use case for Gemini, which could spread across government under Trump’s direction.

Instead, the tech giant posted a blog on Monday, pitching Gemini for government more broadly, promising federal workers that AI would help with “creative problem-solving to the most critical aspects of their work.”

Google has been competing with AI rivals for government contracts, undercutting OpenAI and Anthropic’s $1 deals by offering a year of access to Gemini for $0.47.

The DOT contract seems important to Google. In a December blog, the company celebrated that DOT was “the first cabinet-level agency to fully transition its workforce away from legacy providers to Google Workspace with Gemini.”

At that time, Google suggested this move would help DOT “ensure the United States has the safest, most efficient, and modern transportation system in the world.”

Immediately, Google encouraged other federal leaders to launch their own efforts using Gemini.

“We are committed to supporting the DOT’s digital transformation and stand ready to help other federal leaders across the government adopt this blueprint for their own mission successes,” Google’s blog said.

DOT did not immediately respond to Ars’ request for comment.

https://arstechnica.com/tech-policy/2026/01/wildly-irresponsible-dots-use-of-ai-to-draft-safety-rules-sparks-concerns/




ADWEEK to Debut the Super Bowl AI Influence Index

In this uncertain world, we can count on two truths.

The first is that Super Bowl 60 is coming. The second is that brands are increasingly focused on whether and how they’re appearing in generative search engines like OpenAI’s ChatGPT, Anthropic’s Claude, or Google’s AI Mode. 

That’s why ADWEEK is partnering with Emberos on the day of the Super Bowl to power the first-ever Real Time AI Influence Index. 

Emberos is a startup whose tech is designed to help brands control how they show up in AI search results, focusing on ChatGPT, Gemini, Claude, Perplexity, and Grok.

On the day of the 2026 Super Bowl, the AI Influence Index will appear on the right sidebar of the ADWEEK.com homepage to reveal the top 7 Super Bowl advertisers, based on whether they’re showing up in AI queries. Expect big swings as brands capture and lose momentum throughout the Big Game, depending on whether their ads make a splash… or not.

Emberos will look at a variety of factors to determine the top advertisers, including how often specific ads are named when people ask AI about Super Bowl commercials; whether ads gain or lose visibility as the conversation changes; whether the ad is showing up in the public discourse that feeds the AI systems; whether the AI systems clearly and accurately describe the ads; and whether the ad appears consistently across multiple generative search engines. 

The day after the Super Bowl, we’ll reveal the top 20 brands that dominated the Generative Search conversation during Super Bowl week. And we’ll Monday morning quarterback with some insights into why those brands dominated, the nature of the discourse, and how big moments—like celebrity cameos, controversy, and surprise drops—translated into AI visibility. 

We’ll also reveal some insights into the generative search engines themselves, like which ones saw the most queries, which platforms had the most consistent brand recall, and where the engines disagreed, diverged in interpretation, or surfaced inconsistent details.

So not only will our post-game analysis reflect how the Super Bowl advertisers did, we’ll be able to show you how five different generative search engines performed as well, and what it means as they compete for AI mindshare.

The aim is to help the ad industry understand which commercials broke through, and show the growing influence AI search systems have on recall, conversation, and discovery during huge cultural moments.

In the meantime, be sure to check out our Super Bowl 60 ad tracker here.

https://www.adweek.com/brand-marketing/adweek-emberos-super-bowl-ai-influence-index/




EXCLUSIVE: YouTube Overtakes Reddit as Go-To Citation Source on AI Search

The social platform hierarchy in AI citations is changing. Once dominated by Reddit, citations in large language models are now pointing more often to YouTube.

New data from four sources finds that YouTube has overtaken Reddit as the most frequently cited social platform in AI-generated responses. YouTube had previously fallen behind other user-generated sources because of the difficulty large-language models, or LLMs, have in pulling information from videos, but transcripts, explainers, and other information associated with videos on YouTube have allowed the video platform to flourish as a source that machines can easily read.

Bluefish found that YouTube appeared as a cited source in 16% of LLM answers over the past six months, compared with 10% for Reddit—a reversal from earlier periods when Reddit was the dominant social source.

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auto;--zf-container-border:none;--zf-container-borderRadius:calc(var(--zephr-input-borderRadius) * 1px);--zf-container-color:var(--zephr-color-text-main);--zf-container-bgColor:var(--zephr-color-background-main, transparent);--zf-info-fontSize:14px;--zf-subtext-fontSize:12px;--zf-link-color:#6ba5e9;--zf-input-fontSize:var(--zf-root-fontSize);--zf-input-bgColor:var(--zephr-color-background-main, transparent);--zf-button-fontSize:calc(var(--zephr-button-fontSize, 16) * 1px);--zf-button-color:#fff;--zf-password-valid-color:#7bcb7f;--zf-password-invalid-color:#c4c4c4;--zf-payment-options-fontSize:var(--zf-subtext-fontSize);--zf-payment-options-color:var(--zephr-color-text-main);--zf-payment-options-bgColor:var(--zf-container-bgColor);--zf-payment-options-border:calc(var(--zephr-input-borderWidth) * 1px) solid var(--zephr-input-borderColor);--zf-payment-options-borderRadius:calc(var(--zephr-input-borderRadius) * 1px);--zf-payment-options-highlighted-color:var(--zephr-color-text-main);--zf-payment-options-highlighted-bgColor:var(--zephr-color-accent-main);--zf-payment-summary-fontSize:var(--zf-subtext-fontSize);--zf-payment-summary-color:var(--zephr-color-text-main);--zf-payment-summary-bgColor:var(--zf-input-bgColor);--zf-payment-summary-border:calc(var(--zephr-input-borderWidth) * 1px) solid var(--zephr-input-borderColor);--zf-payment-summary-borderRadius:calc(var(--zephr-input-borderRadius) * 1px);--zf-list-subscriptions-container-maxWidth:630px;--zf-list-subscriptions-container-padding:24px;--zf-list-subscriptions-section-padding:16px 0px;--zf-list-subscriptions-container-border:calc(var(--zephr-input-borderWidth) * 1px) solid var(--zephr-input-borderColor);--zf-list-subscriptions-container-borderRadius:calc(var(--zephr-input-borderRadius) * 1px);--zf-list-subscriptions-info-fontSize:var(--zf-info-fontSize)}.zephr-form.svelte-jjl1p8{color:var(--zf-container-color);margin:var(--zf-container-margin);font-size:var(--zf-root-fontSize);overflow:visible;font-size:var(--zf-root-fontSize, unset);line-height:unset;margin:unset;padding:unset;border:unset;background:unset;&:hover, &:focus-visible { border: unset; background: unset; }}.zephr-form-disabled-div{pointer-events:none;opacity:0.8}.zephr-form-relative-container{position:relative}.zephr-form-flex-container{display:flex}.zephr-form-input-inner-button{cursor:pointer;position:absolute;top:50%;transform:translateY(-50%);right:5px;padding:10px 5px}.zephr-form-input-inner-text{color:var(--zephr-color-text-main);font-size:var(--zf-subtext-fontSize);font-weight:bold;font-family:var(--zf-root-fontFamily)} /* === FORM CARD CONTAINER === */ .zephr-form-max-width, .zephr-payment-form-max-width { background-color: #f9f9fb !important; padding: 32px !important; border-radius: 31px !important; border: 2px solid #e5e5e5 !important; max-width: 600px !important; margin: 0 auto !important; } .zephr-form-login-link { margin: 0!important; } .zephr-form-checkmark { border-radius: 0px !important; border: 2px solid #e5e5e5 !important; } /* === FORM LAYOUT === */ .zephr-form-content { display: flex !important; flex-direction: column !important; gap: 1rem !important; margin: 0!important; background-color: var(--bs-body-bg) !important; } .zephr-form form { background-color: var(--bs-body-bg) !important; } /* === INPUT STYLING === */ .zephr-form-input, .zephr-form input[type="email"], .zephr-form input[type="text"], .zephr-form input[type="password"], .zephr-form input[type="number"], .zephr-form input[type="tel"], .zephr-form input[type="url"], .zephr-form textarea { border-radius: 0 !important; border: 1px solid #ddd !important; font-size: 16px !important; padding: 12px 16px !important; width: 100% !important; background-color: #fff !important; box-shadow: none !important; } /* === INPUT FOCUS === */ .zephr-form input:focus, .zephr-form textarea:focus { outline: none !important; border-color: #000 !important; box-shadow: none !important; } /* === LABEL STYLING === */ .zephr-form-input-label span { font-size: 14px !important; font-weight: 600 !important; color: #111 !important; margin-bottom: 0.25rem !important; display: inline-block !important; } .zephr-form-custom-text { color: var(--bs-body-color) !important; } /* === BUTTON STYLING === */ .zephr-form-button, .zephr-form button[type="submit"] { background-color: #111 !important; color: #fff !important; font-weight: 700 !important; font-size: 16px !important; text-transform: uppercase !important; border-radius: 12px !important; padding: 14px !important; width: 100% !important; border: none !important; cursor: pointer !important; } .zephr-form-button:disabled { background-color: #ccc !important; cursor: not-allowed !important; } .zephr-form-button:hover:not(:disabled) { background-color: #000 !important; } /* === PROMO TOGGLE LINK === */ .zephr-form-promo-activate-line { background: none !important; border: none !important; padding: 0 !important; font-size: 14px !important; font-weight: 500 !important; color: #000 !important; text-align: left !important; margin-top: 8px !important; cursor: pointer !important; } /* === SUMMARY SECTION === */ .zephr-form-summary, .zephr-payment-form-summary { background-color: #f9f9fb !important; border: none !important; padding: 0 0 1rem 0 !important; margin: 0 0 1rem 0 !important; border-radius: 0 !important; } .zephr-form-summary-line-title { font-size: 20px !important; font-weight: 700 !important; color: #111 !important; } .zephr-form-summary-line-price { font-size: 18px !important; font-weight: 600 !important; color: #111 !important; } /* === SMALL SCREEN PADDING TWEAKS === */ @media (max-width: 576px) { .zephr-form-max-width, .zephr-payment-form-max-width { padding: 24px !important; border-radius: 16px !important; } } /* === MAIN FLEX CONTAINER === */ .payment-options-container { display: flex !important; flex-direction: row !important; justify-content: stretch !important; align-items: stretch !important; flex-wrap: nowrap !important; gap: 0 !important; padding: 0 !important; margin: 0 auto 32px !important; border-radius: 31px !important; border: 2px solid #e5e5e5 !important; overflow: hidden !important; max-width: 960px !important; background: var(--bs-body-bg); } /* === WRAPPER: ENSURE NO MARGIN/BORDER/GAP === */ .payment-option-wrapper { flex: 1 1 0% !important; display: flex !important; flex-direction: column !important; margin: 0 !important; padding: 0 !important; border: none !important; min-width: 0 !important; } /* === REMOVE ANY INTER-BORDER SPACING === */ .payment-option-wrapper:not(:last-of-type) { border-right: 1px solid #e5e5e5 !important; } /* === CLEANUP CONTAINER === */ .box-container { display: flex !important; flex-direction: column !important; width: 100% !important; height: 100% !important; margin: 0 !important; padding: 0 !important; border: none !important; background: transparent !important; box-shadow: none !important; } /* === INNER BOX, NO GAPS OR MARGINS === */ .inner-box { display: flex !important; flex-direction: column !important; justify-content: space-between !important; height: 100% !important; padding: 32px 24px !important; margin: 0 !important; border: none !important; border-radius: 0 !important; background-color: var(bs-secondary-bg) !important; } /* === ROUND ONLY FIRST AND LAST === */ .payment-option-wrapper:first-of-type .inner-box { border-top-left-radius: 20px !important; border-bottom-left-radius: 20px !important; } .payment-option-wrapper:last-of-type .inner-box { border-top-right-radius: 20px !important; border-bottom-right-radius: 20px !important; } /* === PRICE === */ .inner-box h1 { font-size: 36px !important; font-weight: 700 !important; text-align: center !important; margin: 0 0 8px !important; } /* === PLAN NAME === */ .inner-box h3 { font-size: 16px !important; font-weight: 700 !important; text-transform: uppercase !important; text-align: center !important; margin: 0 0 12px !important; } /* === DESCRIPTION === */ .inner-box p { font-size: 14px !important; font-style: italic !important; color: #444 !important; text-align: center !important; margin: 0 0 24px !important; } /* === BUTTONS === */ .zephr-form-button { margin-top: auto !important; padding: 14px 0 !important; font-size: 14px !important; font-weight: bold !important; text-transform: uppercase !important; border: none !important; border-radius: 8px !important; width: 100% !important; background-color: #000 !important; color: #fff !important; cursor: pointer !important; } /* === RED CTA ON MIDDLE BOX === */ .box-container.highlighted .zephr-form-button { background-color: #f53c60 !important; } .zephr-form-button:hover:not(:disabled) { background-color: #f53c60 !important; } zephr-form-button:hover:disabled { background-color: #f53c60 !important; } /* === SAVE BADGE === */ .box-top-text { position: absolute !important; top: 15px !important; right: 15px !important; background-color: #ffff4c !important; transform: rotate(20deg); color: #000 !important; font-size: 12px !important; font-weight: bold !important; border-radius: 50% !important; padding: 19px 18px !important; text-align: center !important; line-height: 1.2 !important; width: 84px !important; height: 84px !important; box-shadow: 0 2px 6px rgba(0, 0, 0, 0.2) !important; z-index: 10 !important; } /* === CLEANUP EMPTY .box-top === */ .box-top { height: 0 !important; margin: 0 !important; padding: 0 !important; background: none !important; border: none !important; display: contents !important } .box-container { position: relative !important; } @media (max-width: 768px) { .payment-options-container { flex-direction: column !important; border-radius: 12px !important; overflow: hidden !important; } .payment-option-wrapper { border-right: none !important; border-bottom: 1px solid #e5e5e5 !important; } .payment-option-wrapper:first-of-type .inner-box { border-top-left-radius: 20px !important; border-top-right-radius: 20px !important; } .payment-option-wrapper:last-of-type { border-bottom: none !important; } .payment-option-wrapper:last-of-type .inner-box { border-bottom-left-radius: 20px !important; border-bottom-right-radius: 20px !important; } /* Remove left/right radius that only makes sense in horizontal layout */ .payment-option-wrapper .inner-box { border-radius: 0 !important; } } .zephr-form.svelte-jjl1p8, .zephr-form { color: var(--bs-body-color) !important; }

https://www.adweek.com/media/youtube-reddit-ai-search-engine-citations/




Google begins offering free SAT practice tests powered by Gemini

It’s no secret that students worldwide use AI chatbots to do their homework and avoid learning things. On the flip side, students can also use AI as a tool to beef up their knowledge and plan for the future with flashcards or study guides. Google hopes its latest Gemini feature will help with the latter. The company has announced that Gemini can now create free SAT practice tests and coach students to help them get higher scores.

As a standardized test, the content of the SAT follows a predictable pattern. So there’s no need to use a lengthy, personalized prompt to get Gemini going. Just say something like, “I want to take a practice SAT test,” and the chatbot will generate one complete with clickable buttons, graphs, and score analysis.

Of course, generative AI can go off the rails and provide incorrect information, which is a problem when you’re trying to learn things. However, Google says it has worked with education firms like The Princeton Review to ensure the AI-generated tests resemble what students will see in the real deal.

The interface for Gemini’s practice tests includes scoring and the ability to review previous answers. If you are unclear on why a particular answer is right or wrong, the questions have an “Explain answer” button right at the bottom. After you finish the practice exam, the custom interface (which looks a bit like Gemini’s Canvas coding tool) can help you follow up on areas that need improvement.

https://arstechnica.com/google/2026/01/google-begins-offering-free-sat-practice-tests-powered-by-gemini/




What the Agentic Web Means for Brands

OpenAI’s recent launch of Atlas marks a pivotal moment for digital marketing, and for the evolution of the internet itself. Atlas showcases the rise of the agentic web, an internet in which AI completes tasks on users’ behalf and actively represents them.

For marketers, this means algorithms will increasingly mediate how people discover, evaluate and interact with brands. The path forward lies in diversification and data: Expanding how we reach audiences and unifying how we measure performance across every screen. 

The Diversification Imperative

First, we have to acknowledge that AI is already reshaping online behavior. Gartner predicts that by 2026, traditional search traffic could decline by as much as 25%, largely due to the proliferation of AI-driven tools and intermediaries. For marketers, this means fewer touchpoints, increased competition for attention and greater urgency to diversify beyond search-centric strategies, as the traditional web is no longer the only (or even the primary) place for digital discovery. 

The good news, however, is that the broader, open internet—which includes mobile, connected TV (CTV), and beyond—is more measurable and performant than ever. 

Take, for example, the fact that consumers spend nearly 90% of their time on mobile within apps (a channel largely shielded from the volatility of search engines), generating more than $935 billion in annual revenue globally. Paired with other, high-attention environments, like CTV and digital out-of-home, mobile can help marketers maintain connection with consumers wherever they spend time. These environments also tend to offer greater engagement and measurement, allowing brands to connect media with storytelling in one continuous loop and build more resilient, diverse portfolios in the process. 

Data as the Demand-Side Advantage

Of course, diversification without data is just more noise. From the perspective of a demand-side platform like Nexxen, the most effective advertisers are going a step beyond diversifying channels and integrating data to inform every decision, including bid optimization and creative conquesting. 

To identify quality environments, track incremental reach, and optimize for outcomes that matter most to their businesses’ bottom lines, brands need to start crafting open, privacy-led data strategies that link mobile, CTV, and other channels into one cohesive framework. Put differently, we need to treat data as the connective tissue and infrastructure, rather than a campaign byproduct, to excel. 

Ultimately, by approaching campaigns with diversification and data top-of-mind, we can turn disruption into discovery—building brand value in places algorithms can’t define. The rules of online engagement may be changing, but we now have the chance to rewrite them on our terms, for good. 

https://www.adweek.com/brand-marketing/nexxen-ben-kaplan-what-agentic-web-means-for-brands/




Google adds your Gmail and Photos to AI Mode to enable “Personal Intelligence”

Google believes AI is the future of search, and it’s not shy about saying it. After adding account-level personalization to Gemini earlier this month, it’s now updating AI Mode with so-called “Personal Intelligence.” According to Google, this makes the bot’s answers more useful because they are tailored to your personal context.

Starting today, the feature is rolling out to all users who subscribe to Google AI Pro or AI Ultra. However, it will be a Labs feature that needs to be explicitly enabled (subscribers will be prompted to do this). Google tends to expand access to new AI features to free accounts later on, so free users will most likely get access to Personal Intelligence in the future. Whenever this option does land on your account, it’s entirely optional and can be disabled at any time.

If you decide to integrate your data with AI Mode, the search bot will be able to scan your Gmail and Google Photos. That’s less extensive than the Gemini app version, which supports Gmail, Photos, Search, and YouTube history. Gmail will probably be the biggest contributor to AI Mode—a great many life events involve confirmation emails. Traditional search results when you are logged in are adjusted based on your usage history, but this goes a step further.

If you’re going to use AI Mode to find information, Personal Intelligence could actually be quite helpful. When you connect data from other Google apps, Google’s custom Gemini search model will instantly know about your preferences and background—that’s the kind of information you’d otherwise have to include in your search query to get the best output. With Personal Intelligence, AI Mode can just pull those details from your email or photos.

https://arstechnica.com/google/2026/01/google-ai-mode-can-now-customize-responses-with-your-email-and-photos/




TechMagic: AI Ads, Data Center Labor, Skilled Trades, XR Training, and Spatial Web

In this episode of TechMagic, hosts Cathy Hackl and Lee Kebler unpack the realities behind today’s AI headlines. 

They explore OpenAI’s shift toward advertising, the growing human bottleneck in data center expansion, and why the AI conversation is moving beyond productivity toward physical and human-centred systems. 

The discussion dives into the surprising earning power of skilled trades, how XR is transforming workforce training, and why the metaverse was never just about VR headsets. 

From VRChat to The Sims, Cathy and Lee reveal where the spatial web is quietly taking shape, and what it all means for the future of work and technology.

Come for the tech, stay for the magic!

Episode Highlights:

From Productivity to Physical Intelligence — Cathy explains that the AI conversation at Davos has moved decisively beyond productivity-focused generative models toward agentic AI, physical systems, and world models. This shift reflects growing awareness that LLMs alone cannot address real-world complexity. Leaders still optimizing for text output risk falling behind as capital flows into robotics, autonomous factories, and AI embedded in physical infrastructure. Reframing AI strategy around how systems act, move, and interact with the real world is now essential for long-term competitiveness.

The Ad-Supported AI Credibility Breakdown — Lee warns that embedding advertising directly into conversational AI undermines the core promise of trust and reliability. When sponsored answers replace optimal solutions, users immediately recognize bias and lose confidence in the system. Short-term monetization creates long-term damage by corrupting AI’s role as a neutral advisor. To preserve credibility, organisations must clearly separate sponsored content from recommendations, treating AI more like a trusted expert than an attention-driven media platform.

Engagement Algorithms vs Truth-Seeking AI — Cathy and Lee explore the unsettling possibility that AI systems could be optimized to provoke debate rather than deliver accuracy. Much like social media, engagement-based metrics may reward slightly incorrect or controversial answers that keep users interacting longer. This reverses AI’s original purpose. Organizations must audit retention incentives and introduce transparency, clearly signaling when responses prioritize confidence and correctness versus engagement, to avoid quietly degrading informational integrity.

The Skilled Trades Bottleneck Behind AI’s Expansion — Cathy and Lee reveal that AI infrastructure growth is constrained not by silicon, but by human labor. HVAC technicians, electricians, and plumbers are now the limiting factor in data center expansion, creating six-figure earning opportunities that most career pipelines ignore. These roles provide job security, geographic demand, and direct relevance to AI’s future. As data centers proliferate, skilled trades become the hidden backbone enabling every AI breakthrough.

XR as the Scalable Knowledge Transfer Engine — Lee Kebler highlights XR platforms like XOI as a breakthrough solution to the expertise drain caused by retiring master technicians. Using AR headsets and live video feeds, one expert can mentor multiple junior workers across sites in real time. This distributed apprenticeship model preserves institutional knowledge while accelerating workforce scaling. XR quietly solves two problems at once: labor shortages and the infrastructure bottlenecks slowing AI deployment.

https://www.adweek.com/brand-marketing/techmagic-ai-ads-data-center-labor-skilled-trades-xr-training-and-spatial-web/




Has Gemini surpassed ChatGPT? We put the AI models to the test.

Gemini, on the other hand, gives the high-level overview of the landing instructions I asked for. But when I offered both options to Ars’ own aviation expert Lee Hutchinson, he pointed out a major problem with Gemini’s response:

Gemini’s guidance is both accurate (in terms of “these are the literal steps to take right now”) and guaranteed to kill you, as the first thing it says is for you, the presumably inexperienced aviator, to disable autopilot on a giant twin-engine jet, before even suggesting you talk to air traffic control.

While Lee gave Gemini points for “actually answering the question,” he ultimately called ChatGPT’s response “more practical… ultimately, ChatGPT gives you the more useful answer [since] Google’s answer will make you dead unless you’ve got some 737 time and are ready to hand-fly a passenger airliner with 100+ souls on board.”

For those reasons, ChatGPT has to win this one.

Final verdict

This was a relatively close contest when measured purely on points. Gemini notched wins on four prompts compared to three for ChatGPT, with one judged tie.

That said, it’s important to consider where those points came from. ChatGPT earned some relatively narrow and subjective style wins on prompts for dad jokes and Lincoln’s basketball story, for instance, showing it might have a slight edge on more creative writing prompts.

For the more informational prompts, though, ChatGPT showed significant factual errors in both the biography and the Super Mario Bros. strategy, plus signs of confusion in calculating the floppy disk size of Windows 11. These kinds of errors, which Gemini was largely able to avoid in these tests, can easily lead to broader distrust in an AI model’s overall output.

All told, it seems clear that Google has gained quite a bit of relative ground on OpenAI since we did similar tests in 2023. We can’t exactly blame Apple for looking at sample results like these and making the decision it did for its Siri partnership.

https://arstechnica.com/features/2026/01/has-gemini-surpassed-chatgpt-we-put-the-ai-models-to-the-test/




The Lego Group Is Revolutionizing the Iconic Toy With Screen-Free Interactive Play

The Lego Group arrived at CES 2026 with more than an announcement: Lego SmartPlay represents a major evolution, blending physical and digital interaction while keeping imagination in control. 

In this episode of The Speed of Culture, Matt Britton sits down with Tom Donaldson, senior vice president and head of the Creative Play Lab at the Lego Group, to discuss the new platform powered by Lego Smart Brick technology that allows Lego creations to respond to how they are played with. 

From years of R&D product development to kid-led testing and early prototyping, Tom shares how the Lego Group builds conviction, protects creativity, and advances interactive play without screens at global scale.

With a background in engineering, deep technology, and early artificial intelligence work, Tom brings a unique perspective on creativity and AI leadership. At the Lego Group, he enables his teams to take thoughtful risks, turning early ideas into play experiences that resonate with kids, families, and lifelong fans.

Key Takeaways:

[01:33] Lego SmartPlay CES 2026 Adds a New Dimension to System in Play — Tom frames Lego SmartPlay as more than a product moment. It is a new dimension added to the Lego System in Play, where pieces respond to how builders move, combine, and imagine with them. Play becomes more alive. Models change, react, and surprise based on what builders do, making play feel social, expressive, and open-ended while imagination stays firmly in charge.

[02:01] How Lego Smart Brick Technology Works — At the center of Lego SmartPlay is the Lego Smart Brick technology, a familiar 2×4 brick filled with sensors, sound, light, and an onboard synthesizer. Tom explains how it senses movement, color, Smart Tags, and Smart Minifigures, then reacts instantly. Move faster and engines rev. Slide a corner and sounds shift. The experience feels physical and responsive, creating interactive Lego play without screens that rewards exploration rather than instructions.

[03:58] A Layer, Not a Pivot, in Lego System in Play Innovation — Tom is careful to explain that Lego SmartPlay does not change what Lego play is. He compares it to the introduction of the Lego Minifigure, which added storytelling without touching the core of building. SmartPlay follows the same philosophy. It layers responsiveness on top of classic play, letting builds interact and evolve while keeping the simplicity, freedom, and creativity that define the Lego System in Play.

[05:32] Lego R&D Product Development Built Over Years — The work behind the R&D product development for SmartPlay stretched across many years. Tom describes a process shaped by constant learning, from early technical questions to long in-home play tests where kids used the sets freely for months. Early demos helped leaders feel the spark quickly. What followed was patient validation of play value, technology, and business fit. Conviction did not arrive all at once. It was earned gradually, one experiment, one insight, and one brick at a time.

[07:39] Creativity and AI Leadership With Humans at the Center — When Tom talks about creativity and AI leadership, he brings the conversation back to people. He sees AI as access to shared human knowledge, not a substitute for imagination. As routine work becomes easier to automate, the value of curiosity, intent, and taste increases. AI helps shorten the distance between an idea and making it real. What remains human is deciding what matters, what feels right, and when something is truly finished.

[15:23] Leadership Traits That Drive Lego Innovation — Asked what he looks for in future leaders, Tom points to curiosity that extends beyond one’s own expertise, resilience built through long periods of uncertainty, and values that guide decisions when outcomes are unclear. Strong R&D product development depends on collaboration across disciplines and a willingness to invest effort even when success is not guaranteed. For Tom, leadership means creating conditions where people feel supported taking meaningful creative risks.

https://www.adweek.com/brand-marketing/the-lego-group-is-revolutionizing-the-iconic-toy-with-screen-free-interactive-play/