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Ars Technica

Microsoft issues emergency update for macOS and Linux ASP.NET threat Anthropic tested removing Claude Code from the Pro plan Coyote vs. Acme is finally getting released—with a killer trailer Google unveils two new TPUs designed for the "agentic era" Tabloid reports linking 10 missing and dead scientists spur FBI probe Physicists think they've solved the muon mystery New court ruling blocks many of the government's anti-renewable policies Indian med student rakes in thousands with AI-generated MAGA hottie As EV batteries improve, ChargePoint debuts 600 kW fast charger Our favorite gear at Sea Otter Classic wasn't the bikes—it was the accessories Investors lost billions on Trump’s memecoin. Another gala won’t fix that. Pentagon wants $54B for drones, more than most nations’ military budgets Mozilla: Anthropic's Mythos found 271 security vulnerabilities in Firefox 150 Supreme Court arguments make it clear that FCC fines are "nonbinding" Silo S3 teaser hints at the wasteland's origins Framework's CEO on the RAM crisis and creating a "MacBook Pro for Linux users" Florida probes ChatGPT role in mass shooting. OpenAI says bot "not responsible." Report: Meta will train AI agents by tracking employees' mouse, keyboard use Microsoft removes Call of Duty from Game Pass, lowers subscription pricing Framework Laptop 13 Pro is a major overhaul for the modular, upgradeable laptop Framework Laptop 16 upgrades make it look less like an unfinished prototype Internal emails show how Amazon raises prices across the Internet, lawsuit says Anthropic gets $5B investment from Amazon, will use it to buy Amazon chips CATL's new LFP battery can charge from 10 to 98% in less than 7 minutes AMD Ryzen 9 9950X3D2 Dual Edition review: Tons of cache for tons of dollars What's the deal with spacesuits for the Moon? Will they be ready in time? Loneliness in older adults can often lead to memory impairment Contrary to popular superstition, AES 128 is just fine in a post-quantum world Pentagon pulls the plug on one of the military's most troubled space programs John Ternus will replace Tim Cook as Apple CEO Blue Origin's rocket reuse achievement marred by upper stage failure I’ve fired one of America’s most powerful lasers—here’s what a shot day looks like Great white sharks are overheating US-sanctioned currency exchange says $15 million heist done by "unfriendly states" Man with @ihackedthegovernment Instagram account tells judge, “I made a mistake" Trump picks qualified, normal health leader to head CDC; experts still cautious $25,000 buys plenty of used EVs: Here are some options Satellite and drone images reveal big delays in US data center construction Amazon won’t release Fire Sticks that support sideloading anymore Ridley Scott's post-apocalyptic The Dog Stars drops first trailer Artemis II pilot talks about what it was really like to fly and land in Orion Meta's AI spending spree is helping make its Quest headsets more expensive Rocket Report: Starship V3 test-fired; ESA's tentative step toward crew launch Recent advances push Big Tech closer to the Q-Day danger zone After a saga of broken promises, a European rover finally has a ride to Mars Lucasfilm drops The Mandalorian and Grogu final trailer at CinemaCon Intel refreshes non-Ultra Core CPUs with new silicon for the first time OpenAI starts offering a biology-tuned LLM As they got close to the Moon, Artemis II astronauts were eager to land Mozilla launches Thunderbolt AI client with focus on self-hosted infrastructure Ad firms settle with Trump FTC over claims they boycotted conservative media New Codex features include the ability to use your computer in the background The Ukraine war's deep impact on Metro 2039’s development, story New undersea cable cutter risks Internet’s backbone Microsoft and Stellantis want to use AI to help car owners Gemini can now create personalized AI images by digging around in Google Photos RFK Jr. forces FDA to reconsider 12 unproven peptides after 2023 ban First look: Also's upcoming e-bike disconnects the pedals and wheels Meet the Quantum Kid The race to Shackleton Crater is on—will Jeff Bezos or China get there first? Florida surgeon charged with killing man after removing liver instead of spleen Jury finds Live Nation/Ticketmaster is illegal monopoly that overcharged fans "TotalRecall Reloaded" tool finds a side entrance to Windows 11's Recall database Google releases new apps for Windows and MacOS Boston Dynamics’ robot dog now reads gauges and thermometers with Google's AI Prime Video shows “technical difficulties” sign instead of NBA game in overtime New teaser gives us first look at Godzilla Minus Zero Vulcan woes will "absolutely" be a factor in Pentagon's next rocket competition Adobe takes Creative Cloud into Claude Code-esque territory Good Omens S3 trailer sets up a blessed conclusion Bubble watch: Fashion brand Allbirds pivots hard to become AI services company New 3D map of Universe could solve dark energy mystery What’s the deal with Alzheimer’s disease and amyloid? Blue Origin has a new employee stock plan, but not everyone is happy It's Tax Day, and no one knows how to file for prediction market winnings Ukraine’s military robot surge aims to offset drone risks to humans Sony killing features for antenna, set-top box users of Bravia smart TVs in May Americans ask AI for health care. Hospitals think the answer is more chatbots. Shock from Iran war has Trump's vision for US energy dominance flailing The Artemis II mission has ended. Where does NASA go from here? AI models are terrible at betting on soccer—especially xAI Grok Four astronauts are back home after a daring ride around the Moon Californians sue over AI tool that records doctor visits New paper argues history, not mantle plume, powers Yellowstone F1 moves a step closer to fixing its 2026 hybrid problem Report: US demands Reddit unmask ICE critic, summons firm to grand jury Microsoft's "commitment to Windows quality" starts with overhaul of beta program "Oobleck" still holds some surprises YouTube increases Premium price again, says 90-second unskippable ads are a bug Oldest octopus fossil found to not be an octopus What leaked "SteamGPT" files could mean for the PC gaming platform's use of AI Here's what to expect from the fiery, 14-minute return of Artemis II Pro-Iran Explosive Media trolls Trump with AI-generated Lego cartoons Dad stuck in support nightmare after teen lied about age on Discord Rocket Report: Chinese version of Falcon 9 fails; Artemis depends on rapid heavy lift Orion helium leak no threat to Artemis II reentry but will require redesign RFK Jr. rewrites CDC panel's charter, opening door to anti-vaccine quacks AI on the couch: Anthropic gives Claude 20 hours of psychiatry Clinical trial shows gene editing works for β-Thalassaemia, too “Negative” views of Broadcom driving thousands of VMware migrations, rival says
Buckle up: Google is set to remake search with agentic AI in 2026
Ryan Whitwam · 2026-05-21 · via Ars Technica

What is that supposed to do for you? Maybe you want to plan a family outing for the weekend, so you ask search to build an itinerary. In that case, Search can create a UI with event suggestions, reviews, map embeds, and calendar integration. It pulls this data from Google’s platform as well as from around the web. The early demos of search agent dashboards actually show you the code as it’s generated, but Google is most likely going to hide this for the full rollout later this summer. Showing a simplified workflow of chain of thought would avoid confusing the average user who just wants a pretty UI and doesn’t care that it was generated on the spot.

You can revisit and change the dashboard by accessing your AI Mode history in the sidebar. These generated apps can be customized with follow-up prompts, and you can share them with others via a link. The other party can even customize the app to their liking. Currently, there is no way to share those modifications, but that’s something Google is exploring. It may also be possible in the future to manually modify the code of these mini-apps line by line.

Swallowing the Internet whole

The overarching trend here is fewer blue links and more AI-generated everything. Google says the greater efficiency of Gemini 3.5 Flash enables all these new AI experiences, and we can expect more of them in the future. The agentic app generation in particular may benefit from the pending improvements in Gemini 3.5 Pro, which might even be available before everyone gets search agents.

Search’s agentic transformation.

Googlers talk about these moves as a way to more efficiently extract the information people want from webpages that have become weighed down with extraneous text that forces you to scroll past more and more ads. That is a genuine problem with the current state of web content, but Google’s hands aren’t clean. Many websites have ended up in this state only after years of chasing search rank and compensating for low ad rates.

Despite what many see as a decline in Google search quality, the company’s search products are still far and away the primary way that people find things online. Even after a year of Google’s AI search overhaul, DuckDuckGo, Bing, Brave, and the rest of the competition continue to be little more than a rounding error. Google appears to take its continued dominance and growth as proof that it’s on the right track with AI.

Google has decided this is how search works, and the rest of us are just along for the ride.