Wednesday, 4 November 2026
Wednesday, 4 November 2026
- In brief
- 1Google will switch its AI tools off for school pupils unless schools turn them on, and pupils lose Search if their school says no to AI
- 2Canva reshapes 22% of its staff
- 3Nvidia limits cloud firms' Chinese customers
- 4Banned AI memory slips into China
- 5A UK power station bids for AI
- 6Data centres burn old jet engines
- 7Nvidia raises graphics card prices again
- 8Apple buys memory ahead as costs rise
- 9Windows 11 learns to live on 8GB
- 10Fewer gamers' PCs have 32GB
- 11Revolut cuts its AI bill by running its own
- 12Fal doubles its value to $16 billion
- 13Apple sets 18+ for dating and AI companions
- 14Siri AI reaches other companies' apps
- 15Apple warns investors about AI agents
- 16Reddit tests ads in its search
- 17Apple Watch learns to listen
- 18Sonos tests an AI voice helper
- 19Anthropic works on proof of which AI answered
- 20An AI edits another AI's insides
- 21A think tank warns of runaway AI agents
- 22UK agency tests computing with light
- 23UiPath will charge per document
- 24Bosch makes chips a division of its own
- 25Intel's 14A chip process nears ready
- 26Storms cost phone networks more
- 27EU court shields Broadcom's challengers
- 28California takes broadband money, not the rule
- 29New York's mayor targets face-scanning
- 30AI-made election ads pass $187 million
- 31Anti-tech ads multiply in US races
- 32Google's AI satellite starts work
- 33A Claude Code leader leaves Anthropic
- 34ChatGPT reaches a fifth of Google's searches
4 Nov · Tech · In brief
Tech · Wednesday, 4 November 2026
Tech, in brief
34 stories · 56 sources
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What is moving · 1 of 4
Memory chips getting dearer
Nvidia is raising prices on its RTX 50 graphics cards by up to 15%.
What is moving · 2 of 4
Data centres short of power
Connecting 100 megawatts to the grid in Northern Virginia takes about 7 years.
What is moving · 3 of 4
AI built into everyday apps
Google now treats Search as one of its AI tools in schools.
What is moving · 4 of 4
Limits on AI chips for China
Nvidia told cloud firms that Chinese customers may fill at most 49% of new contracts.
Part of the day's signal
One pressure seen across the day runs through Tech too.
11 sources
Tech, in brief
- 1Google will let schools disable its AI tools, but not without sacrificing Search
- 8Nvidia RTX 50 GPUs hit with more price hikes - up to $500
- 9Steam Survey shockwaves felt as proportion of 32GB RAM systems drops by more than 5%
- 10Microsoft improves Windows 11 performance on 8 GB PCs as RAM prices keep climbing
- 11Data centers are turning to old jet engines as the wait for power grows
- 128 converted jet engines are powering xAI data centers as companies look for new energy sources
- 13Drax wants to feed Britain's AI habit with a 20bn-pound datacenter at a biomass power station
- 14Apple starts giving Siri AI access to third-party apps
- 15Apple Watch's always-listening AI tools arrive in the iOS 27.3 beta
- 16Nvidia tells cloud partners to cap Chinese business at 49%, FT reports
- 17AI chip smugglers exploit trade control loophole to bring banned HBM from South Korea into China
Google will switch its AI tools off for school pupils unless schools turn them on, and pupils lose Search if their school says no to AI
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Google will switch off its AI tools for school pupils' accounts until each school turns them on.
A school that says no to AI also loses Google Search, because Google now counts Search as an AI tool.
Who is involved
the biggest search company; it makes Gemini, Classroom and Chromebook software, and set the new school rules
Who is involved
Chris Phillips
Google's head of education; he said Search and AI cannot be separated
Why it matters
Schools that ban AI must now choose between Google's AI and no Google Search at all.
Why it matters
Google's Chromebook laptops and school apps are among the most used in US classrooms.
How it works
Competition lawyers call it tying when, as here, a school can have Google Search only with Google's AI.
How it works
Almost every pupil needs Search, so making Search depend on AI pushes schools to turn the AI on.
Seen it before
A cinema that sells tickets only with popcorn ends up selling popcorn to everyone who wants the film.
The truth
Engadget says schools can switch each tool on separately.
The truth
Google's own post on X did not answer the claim that Search now requires AI, CNBC notes.
What comes next
Google says it will share the details and timing with schools in the coming months.
What's really going on
Google has made Search and its AI one package for schools: a school that turns AI off loses Google Search too.
Why it works on people
"Off by default" sounds like Google handing schools a choice, so the second half of the choice, losing Search, is easy to miss.
Who gains
Schools that want Search must switch its AI on, and Engadget reads the rule as a push for more AI users.
Who pays
Pupils in schools that ban AI
They lose Google Search, and their schools may need another search engine or other devices.
Nobody knows yet
Whether a school can keep Google Search but switch off its AI answers.
Engadget says schools can turn each tool on separately, Ars Technica says it is all or none, and Google's own post did not answer.
Nobody knows yet
How many US schools will turn Google's AI on to keep Search.
The change rolls out in the coming months, and Google has given no figures.
The short version
That's the story in short.
The whole story has 5 more parts.
or swipe up for the next storyor scroll on for the next story ↓
The whole story, in 5 parts ↓
Part 1 of 5
“Search and AI are deeply integrated.”
Chris Phillips, who runs education at Google, said "Search and AI are deeply integrated."
Part 1 of 5
Pupils in schools that say no will see a message saying Search is not available.
Part 2 of 5
4 of 4
Google tools off for pupils by default
The change covers 4 tools: Gemini, Google's chatbot, plus Gemini Notebook, Gemini in Classroom and Google Search.
Part 2 of 5
Google told Engadget that schools can turn each of the 4 on separately.
Part 3 of 5
August
AI on by default in Classroom
This week
AI off until schools choose
In August, Google had switched some AI features on by default in Google Classroom, its schoolwork app.
Part 3 of 5
Google Classroom is used by more than 150 million teachers and students worldwide.
Part 3 of 5
Teachers pushed back against that August change, and Google is now reversing it, Engadget reports.
Part 4 of 5
Zohran Mamdani
New York City's mayor
New York City's mayor, Zohran Mamdani, said Google is using its monopoly power to force AI into public schools.
Part 4 of 5
In September, New York City paused AI tools for its pupils up to eighth grade, for one year.
Part 4 of 5
Bernie Sanders
US senator
Bernie Sanders, a US senator, called the policy extortion.
Part 4 of 5
Lina Khan
former head of the US Federal Trade Commission
Lina Khan, former head of the US Federal Trade Commission, said Google uses its search monopoly to coerce schools.
Part 5 of 5
“schools are in control”
Google answered on X that the tools start switched off and that schools are in control.
Part 5 of 5
It says school Search will walk pupils through problems step by step, instead of giving the answer.
Part 5 of 5
Google calls this Guided Learning, and will test it in some US schools this month.
7 sources
Google will switch its AI tools off for school pupils unless schools turn them on, and pupils lose Search if their school says no to AI
- 1Google will let schools disable its AI tools, but not without sacrificing Search
- 2Google will switch off Gemini for school students unless schools opt in
- 3Google says there's no way to use Search without using artificial intelligence
- 4Google says students in schools that ban AI won't have access to Search
- 5Google is entirely disabling Search in schools that don't want AI
- 6Google responds to political backlash over removing search from schools that ban AI
- 7Google will let schools skip AI tools, but they have to give up search, too
The full story
Google will switch its AI tools off for school pupils unless schools turn them on, and pupils lose Search if their school says no to AI
Google will switch off its AI tools for school pupils' accounts until each school turns them on.
Chris Phillips, who runs education at Google, said "Search and AI are deeply integrated."
The change covers 4 tools: Gemini, Google's chatbot, plus Gemini Notebook, Gemini in Classroom and Google Search.
In August, Google had switched some AI features on by default in Google Classroom, its schoolwork app.
New York City's mayor, Zohran Mamdani, said Google is using its monopoly power to force AI into public schools.
Google answered on X that the tools start switched off and that schools are in control.
Google says it will share the details and timing with schools in the coming months.
Why it matters. Schools that ban AI must now choose between Google's AI and no Google Search at all.
Canva reshapes 22% of its staff
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Canva, the Australian online design app, says 1,271 staff will lose their jobs, change roles or be asked to move.
22 of 100
of Canva's staff affected
That is 22% of the company, its boss Melanie Perkins told staff.
She did not say how many of the 1,271 will lose their jobs.
More product teams will move to Canva's head office in Sydney, Australia.
How it got here
Canva's growth slowed this year for the first time in a decade, Perkins wrote.
How it got here
In August it cut its forecast for 2026 sales growth from 30% to 20%.
Who is involved
OpenAI
AI image tools
AI image tools
It also faces new rivals in AI image tools from OpenAI and Google.
Why it matters
Software firms such as Atlassian, with 1,600 redundancies, have also cut staff, the Guardian reports.
How it works
Managers call it delayering when, as at Canva, a firm removes layers of management and merges overlapping teams.
How it works
Canva is folding its product, growth and platform teams into one product team, with clearer ownership, Perkins says.
Seen it before
A school that merges two classes needs one teacher in charge instead of two.
The truth
Perkins's memo never mentions AI, though it says new technology is changing what people expect.
What comes next
From January, most hybrid staff will be expected in an office 2 to 3 days a week.
Who pays
Canva staff
Some lose their jobs, and others must change roles or move to Sydney.
Nobody knows yet
How many of Canva's 1,271 affected staff will actually lose their jobs.
Perkins gave the number affected, not the number leaving.
4 sources
Canva reshapes 22% of its staff
- 21Aussie Adobe assailant Canva announces layoffs in re-org affecting 22% of staff
- 22Canva is announcing changes and layoffs affecting 22 percent of its staff
- 23Canva CEO says a major reorganization will affect 22% of its workforce. Read the memo.
- 24Canva layoffs: design giant to cut or relocate more than 1,200 jobs in major restructure
The full story
Canva reshapes 22% of its staff
Canva, the Australian online design app, says 1,271 staff will lose their jobs, change roles or be asked to move.
Why it matters. Software firms such as Atlassian, with 1,600 redundancies, have also cut staff, the Guardian reports.
Nvidia limits cloud firms' Chinese customers
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Nvidia, the US maker of AI data-centre chips, has set a new rule for cloud firms, the FT reported.
- Non-Chinese customers, at least51%
- Chinese customers, at most49%
Chinese customers may fill at most 49% of their new business, so at least 51% must be others.
Cloud firms rent out computing power that runs on Nvidia's chips.
The rule covers new contracts anywhere in the world, not existing ones.
Nvidia passed it on by word of mouth through its sales teams, not in writing.
How it got here
2022
US limits chip sales to China
This week
Nvidia caps rentals too
The US has limited sales of Nvidia's best chips to China since 2022.
Why it matters
Many Chinese AI companies train their models on computers rented from cloud firms outside China.
How it works
Trade experts call it the cloud loophole: a ban on selling chips to China does not stop renting them abroad.
How it works
Nvidia's cap narrows that route through its own sales terms, not through a government rule.
Seen it before
A library that limits how many books one card can borrow stops one card lending for a whole street.
The truth
Nvidia neither confirmed nor denied the rule when the news agency AFP asked.
Nobody knows yet
Whether Nvidia's 49% cap on Chinese business exists in writing.
It was passed on by sales staff by word of mouth, and Nvidia neither confirmed nor denied it.
2 sources
Nvidia limits cloud firms' Chinese customers
The full story
Nvidia limits cloud firms' Chinese customers
Nvidia, the US maker of AI data-centre chips, has set a new rule for cloud firms, the FT reported.
Why it matters. Many Chinese AI companies train their models on computers rented from cloud firms outside China.
Banned AI memory slips into China
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A smuggler told The Information how banned memory chips get from South Korea into China, Tom's Hardware reports.
The chips are HBM, a high-end memory made by Samsung and SK Hynix; each AI chip needs 6 to 8.
He fixes them to cheap, weak processors that are allowed to be exported.
The rules judge only the processor's power, so the memory fixed to it passes too.
In workshops in Shenzhen, technicians heat the boards and lift the memory chips off.
A broker said one HBM chip now sells in China for about $4,000, against several hundred dollars a year ago.
Why it matters
Huawei
tells buyers to find their own memory
Huawei, which makes China's Ascend AI chips, has told buyers of its next AI chip to find the HBM themselves.
How it works
Lawyers call it a loophole when, as here, a rule checks one part of a board and misses the rest.
How it works
The rules were written about processors, so memory fixed to an allowed processor leaves the country legally.
Seen it before
A bag check that only opens the main pocket misses whatever is in the side pocket.
The truth
A smuggler
not named
A broker in Shenzhen
not named
The account rests on one smuggler and one broker, and neither is named.
What comes next
The smuggler expects South Korean and US officials to crack down soon.
Who gains
Memory brokers in Shenzhen
One broker makes $24,000 to $32,000 on the memory for each AI chip he supplies.
1 source
Banned AI memory slips into China
The full story
Banned AI memory slips into China
A smuggler told The Information how banned memory chips get from South Korea into China, Tom's Hardware reports.
Why it matters. Huawei, which makes China's Ascend AI chips, has told buyers of its next AI chip to find the HBM themselves.
A UK power station bids for AI
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Drax
biggest UK power station
Brookfield
investment firm
Drax, the UK's biggest power station, plans an AI data centre on its Yorkshire site with Brookfield, an investment firm.
Brookfield says the whole project could pass 20 billion pounds, chips included.
The first phase would give 100 megawatts by early 2028, starting with 2.5 billion pounds.
Later phases would take it past 1 gigawatt, which is 1,000 megawatts.
How it got here
Drax burns wood pellets and makes almost 5% of the UK's electricity.
How it got here
From 2027, the UK government will pay Drax only half its current subsidies.
Why it matters
All of Britain's data centres today use about 2 gigawatts, the UK government estimates.
How it works
Engineers call it a grid connection: the right to draw power from the national network, and Drax already holds one.
How it works
Many builders struggle to get a connection, while the Drax site already has 4 gigawatts of grid access.
Seen it before
A shop already open on the high street can start selling long before one still waiting for permission.
The truth
The 20 billion pound figure is more ambition than money so far, The Register says.
The truth
Phase one still needs planning permission, approvals, a final decision to invest, and a tenant to rent it.
The truth
The UK government does not count Drax's carbon, because Drax says growing trees absorb it.
Who gains
Drax
A data centre would help secure its future income as its subsidies are halved.
Nobody knows yet
Whether the Drax data centre is ever built.
Phase one still needs planning permission, network approvals, a final decision to invest, and a tenant.
The full story
A UK power station bids for AI
Drax, the UK's biggest power station, plans an AI data centre on its Yorkshire site with Brookfield, an investment firm.
Why it matters. All of Britain's data centres today use about 2 gigawatts, the UK government estimates.
Data centres burn old jet engines
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Some AI data centres are making their own power with old jet engines, the New York Times reported.
The engines come from retired planes and are rebuilt to burn natural gas.
8 of 8
jet engines at xAI's Mississippi site
Elon Musk's AI firm xAI runs 8 of them at a data centre in Mississippi.
Each can make up to 50 megawatts, about enough for 15,000 homes.
How it got here
Connecting 100 megawatts to the grid in Northern Virginia takes about 7 years, the International Energy Agency says.
With jet engines, a data centre can be running in 24 months, an analyst at Rystad Energy said.
Why it matters
Microsoft dropped a UK data centre deal last month after the local utility said power would come in the 2030s.
How it works
Engineers call it on-site generation when, like xAI, a site makes its own power instead of waiting for the grid.
Seen it before
A family waiting months for a new kitchen cooks on a camping stove, even though it is worse.
The truth
Southern Environmental Law Center
challenges the approval
A legal group, the Southern Environmental Law Center, has challenged Mississippi's approval of the engines.
The truth
It says xAI undercounted the pollution the engines will cause.
What's really going on
Across the rest of the day, AI data centres are buying so much memory and power that gamers, Apple and cheap-PC buyers pay more, and new data centres burn jet engines while they wait for the grid.
Who gains
Makers of converted jet-engine generators
Data centres stuck in the grid queue buy rebuilt engines; Crusoe ordered 13 from ProEnergy in April.
Who pays
People living near xAI's Mississippi site
The engines' permits allow 25% more of some pollutants.
Part of a signal
AI builders short of power and cheap money
Seen in 3 of the 12 beats
Also seen in Climate and Finance.
AI builders want electricity faster than grids can connect it and money faster than lenders will give it cheaply, so they burn gas on site and borrow at dearer rates.
The whole signal →The full story
Data centres burn old jet engines
Some AI data centres are making their own power with old jet engines, the New York Times reported.
Why it matters. Microsoft dropped a UK data centre deal last month after the local utility said power would come in the 2030s.
Nvidia raises graphics card prices again
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Nvidia is raising prices on its RTX 50 graphics cards again this week, ZDNet reports.
It warned in August that the whole range would rise by up to 15%.
The top card, the RTX 5090, gets nearly $500 more on a $6,000 price at Best Buy.
The cheapest cards, the RTX 5050 and 5060, rise by $50 to $60.
Who is involved
Graphics cards are the chips that draw games, and gamers and video makers buy them.
Why it matters
ZDNet blames the global memory shortage caused by AI.
How it works
Economists call it cost pass-through when, like Nvidia, a maker moves a rise in its costs onto its prices.
How it works
AMD and Intel, Nvidia's rivals in graphics cards, have not raised their prices yet, ZDNet says.
Seen it before
When flour costs more, a bakery with a queue outside can charge more for bread and still sell out.
The truth
Older RTX 40 and 30 cards are not part of this rise, though resellers may add their own, ZDNet says.
How it works
Why Nvidia passes dearer memory on to gamers while Apple takes part of the hit
How it works
Economists call it cost pass-through: how much of a dearer part reaches the price depends on a maker's margin and on whether buyers can go elsewhere.
How it works · step 1 of 5
AI servers buy up memory chips, so memory gets far dearer
How it works · step 2 of 5
Every maker of cards, phones and PCs pays more for each device
How it works · step 3 of 5
A maker whose buyers keep buying puts the rise on its prices
How it works · step 4 of 5
A maker with a big margin pays part of the rise itself
How it works · step 5 of 5
Buyers who will not pay buy less, and software learns to need less
The twist
A dearer part does not always mean a dearer product. Nvidia put the rise on its card prices, and gamers who want its cards pay it.
The twist
Apple keeps nearly half of each sale, so this quarter it is paying part of the rise itself.
The picture
Apple's gross margin: the share of each sale left after paying for the goods. The last bar is the middle of Apple's 45% to 46% forecast.
Seen the same day
Nvidia moved the memory rise onto its card prices, up to 15%, so gamers carry it.
Seen the same day
Apple has announced no new price rise this quarter and expects its margin to fall to 45% to 46%, paying part of the rise itself.
Seen the same day
PC makers fit less memory as it gets dearer, so Microsoft retuned Windows to cope with 8GB.
Seen the same day
Buyers facing dearer memory took less of it, and the share of 32GB PCs fell 5.16 points.
The catch
Absorbing a cost works only while the rise is short. Apple expects memory to keep getting dearer after this quarter, and its margin has already fallen from 50.1% to 47.9%.
The whole
A gamer paying $500 more for a card, an Apple shareholder whose company keeps less of each sale, and a family buying an 8GB laptop are all paying for the same AI servers.
The whole
None of them chose to build those servers, and each one sees only their own part of the bill.
Who pays
Gamers buying new cards
The memory shortage reaches them through Nvidia's card prices.
1 source
Nvidia raises graphics card prices again
The full story
Nvidia raises graphics card prices again
Nvidia is raising prices on its RTX 50 graphics cards again this week, ZDNet reports.
Why it matters. ZDNet blames the global memory shortage caused by AI.
Apple buys memory ahead as costs rise
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“What we're seeing with memory pricing right now is unprecedented.”
Apple's boss, John Ternus, said: "What we're seeing with memory pricing right now is unprecedented."
Apple expects to pay even more for memory this quarter, and after it.
Its promises to buy parts rose by $33 billion between June and September, as it locks in supply.
Its stock of goods and parts reached $14.54 billion, up 154% in a year.
Apple expects Macs and iPads to be in short supply this quarter, mainly because of memory.
How it got here
June
Mac and iPad prices up
September
iPhone prices up
Apple raised prices on Macs and iPads in June and on iPhones in September, which softened the blow.
Why it matters
Its gross margin went from 50.1% in June to 47.9% in September, and it expects 45% to 46% next.
How it works
Accountants call it gross margin: the share of each sale left after paying for the goods.
How it works
With nearly half of each sale left over, Apple has not announced another round of price rises.
Seen it before
A family with savings can pay for a dearer weekly shop for a while. A family without savings must buy less at once.
The truth
An analyst at Futurum says absorbing the costs may get hard as memory keeps rising into 2027.
How it works
Apple has announced no new price rise this quarter and expects its margin to fall to 45% to 46%, paying part of the rise itself.
The idea, in story 7: Why Nvidia passes dearer memory on to gamers while Apple takes part of the hit →Nobody knows yet
When memory stops getting dearer.
Apple expects higher memory costs beyond December and gave no date for relief.
4 sources
Apple buys memory ahead as costs rise
- 28Apple's Mac business is booming, but the memory market has other plans
- 29Apple's inventory surges 154% as memory chip costs climb
- 30Apple faces unprecedented memory cost increases as RAM prices continue to surge, manufacturing bill climbs by $33 billion
- 31Apple stock sinks as global memory crisis hurts profits, giving Ternus his first big test
The full story
Apple buys memory ahead as costs rise
Apple's boss, John Ternus, said: "What we're seeing with memory pricing right now is unprecedented."
Why it matters. Its gross margin went from 50.1% in June to 47.9% in September, and it expects 45% to 46% next.
Windows 11 learns to live on 8GB
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Microsoft has updated Windows 11 to run better on PCs with only 8GB of memory.
In its own lab tests, such PCs are up to 20% more responsive and 40% faster with several apps open.
Windows now keeps up to 2GB more active data in memory, instead of moving it to slower storage.
Tabs in Edge, Microsoft's browser, now go to sleep after 15 minutes instead of 2 hours.
Why it matters
Makers are selling more 8GB machines because a shortage of parts has made memory dear.
Why it matters
Microsoft's own Copilot+ PCs, which it sells for AI, need at least 16GB.
How it works
Programmers call it memory management when, as here, Windows decides which data stays in fast memory.
How it works
Keeping more open apps and tabs in memory means they reload less often from the slower disk.
Seen it before
A student with a small desk keeps only today's books on it and puts the rest on a shelf.
The truth
The speed figures come from Microsoft's own tests, in favourable conditions, Tom's Hardware notes.
How it works
PC makers fit less memory as it gets dearer, so Microsoft retuned Windows to cope with 8GB.
The idea, in story 7: Why Nvidia passes dearer memory on to gamers while Apple takes part of the hit →Who pays
Buyers of cheap PCs
Makers are cutting the parts they put in each machine, so buyers get less memory for the money.
Good news
Microsoft shipped a Windows 11 update that makes cheap PCs with only 8GB of memory feel faster, and lets other companies' apps use the same savings.
2 sources
Windows 11 learns to live on 8GB
The full story
Windows 11 learns to live on 8GB
Microsoft has updated Windows 11 to run better on PCs with only 8GB of memory.
Why it matters. Makers are selling more 8GB machines because a shortage of parts has made memory dear.
Fewer gamers' PCs have 32GB
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The share of gamers' PCs with 32GB of memory fell by 5.16 points in a month, Valve's Steam survey shows.
Steam is Valve's online shop for PC games, and it surveys its users' computers.
A month earlier, 32GB was the most common amount; now more gamers have 8GB or 16GB.
Gamers' PCs with at least 1TB of storage also fell, by 4.68 points.
Why it matters
Upgraders now pay about $450 for 32GB of fast DDR5 memory, Tom's Hardware's price tracker shows.
How it works
Economists call it the law of demand when, as here, a higher price leads people to buy less.
How it works
Gaming PCs on sale now often come with just 16GB as standard, Tom's Hardware found.
Seen it before
When bus fares rise, some people walk the short trips they used to ride.
The truth
Valve posts the survey without comment, so the memory shortage as the cause is Tom's Hardware's reading.
How it works
Buyers facing dearer memory took less of it, and the share of 32GB PCs fell 5.16 points.
The idea, in story 7: Why Nvidia passes dearer memory on to gamers while Apple takes part of the hit →1 source
Fewer gamers' PCs have 32GB
The full story
Fewer gamers' PCs have 32GB
The share of gamers' PCs with 32GB of memory fell by 5.16 points in a month, Valve's Steam survey shows.
Why it matters. Upgraders now pay about $450 for 32GB of fast DDR5 memory, Tom's Hardware's price tracker shows.
Revolut cuts its AI bill by running its own
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90 of 100
of Revolut's AI coding cost cut
Revolut, a British money app, cut its AI coding costs by about 90% in under a year, it says.
It stopped relying mainly on paid services such as Anthropic's Claude Code.
It now runs a model called GLM on its own 56 Nvidia B200 chips, for about 2,000 engineers.
Running it this way costs about a tenth as much as Claude Code or OpenAI's Codex.
How it got here
Some engineers had been spending $1,000 to $10,000 a month on AI, Revolut said.
Why it matters
With cheap AI, engineers also let it handle bug-fixing and work tickets, Revolut said.
How it works
Economists call it the make-or-buy choice, and Revolut faced it over AI coding.
How it works
Once its own chips were paid for, each extra AI task cost Revolut very little.
Seen it before
A family with a coffee machine stops counting cups, while a family buying from a cafe counts every one.
The truth
The savings and the faster coding are Revolut's own figures, given at a conference.
1 source
Revolut cuts its AI bill by running its own
The full story
Revolut cuts its AI bill by running its own
Revolut, a British money app, cut its AI coding costs by about 90% in under a year, it says.
Why it matters. With cheap AI, engineers also let it handle bug-fixing and work tickets, Revolut said.
Fal doubles its value to $16 billion
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Fal, a San Francisco start-up that runs AI image, video and audio models for others, raised $1.3 billion.
The deal values it at $16 billion, double the $8 billion it was worth in April, Bloomberg reported.
Its yearly sales passed $800 million earlier this year.
Inference means running a trained AI model to make its answers, and that is what Fal sells.
Why it matters
This summer Fal could not serve all its customers and had to limit their use, its boss said.
How it works
Economists call it economies of scale when, as Fal's boss argues, the biggest firm is likeliest to win.
How it works
Fal will spend the money on more computing power and on staff beyond its 185 people.
Seen it before
A big pizza shop buying flour by the tonne pays less per pizza than a small shop buying bags.
The truth
One unnamed person
gave the sales figure
The sales figure comes from one person familiar with it, not from Fal's accounts.
Who gains
Fal's investors
Their stakes were priced at double April's value in the latest round.
2 sources
Fal doubles its value to $16 billion
The full story
Fal doubles its value to $16 billion
Fal, a San Francisco start-up that runs AI image, video and audio models for others, raised $1.3 billion.
Why it matters. This summer Fal could not serve all its customers and had to limit their use, its boss said.
Apple sets 18+ for dating and AI companions
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Apple will give every dating app, and AI companion apps with romantic or sexual content, an 18+ rating.
AI companions are chatbots that play a friend, boyfriend or girlfriend, as Replika does.
Developers must answer the new questions about their apps from 16 November.
Children whose parents set limits will not see these apps; other under-18s must prove their age to download them.
Apps that share a user's live location with others must now say so.
How it got here
The top AI companion apps had been downloaded 220 million times by last summer.
Why it matters
Many companion apps are aimed at younger people, TechCrunch notes.
How it works
Regulators call it age assurance: checking a user is old enough, which Apple now ties to each app's rating.
Seen it before
A cinema rates a film 18, and the ticket desk checks before letting anyone in.
2 sources
Apple sets 18+ for dating and AI companions
The full story
Apple sets 18+ for dating and AI companions
Apple will give every dating app, and AI companion apps with romantic or sexual content, an 18+ rating.
Why it matters. Many companion apps are aimed at younger people, TechCrunch notes.
Siri AI reaches other companies' apps
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Apple will let Siri AI, its voice helper, carry out tasks in any app, in the iOS 27.3 update.
The feature is in a test version for app developers now.
Siri can use what is on screen and what it knows about the user to act.
Apple's example is asking Siri to move a ride-share pickup to a new address.
Apple's own apps, from Mail to Maps and Photos, get the same powers.
Why it matters
App makers can build "app skills" that join several steps into one Siri action.
How it works
Engineers call it an API when, as here, Apple publishes a set way for other apps to take Siri's commands.
Seen it before
A universal TV remote works only with the TVs whose makers taught it their buttons.
1 source
Siri AI reaches other companies' apps
The full story
Siri AI reaches other companies' apps
Apple will let Siri AI, its voice helper, carry out tasks in any app, in the iOS 27.3 update.
Why it matters. App makers can build "app skills" that join several steps into one Siri action.
Apple warns investors about AI agents
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“unintended or unpredictable ways”
Apple's yearly filing to investors warns that AI agents may act in "unintended or unpredictable ways".
AI agents are programs that act on their own, such as sending messages and completing purchases.
Apple says such agents could expose it to lawsuits or harm its reputation.
It says its ability to control other companies' agents may be limited.
How it got here
Last month Apple limited the full access to a Mac's files that agents can get.
Why it matters
Amazon
sets rules for agents
JPMorgan Chase
sets rules for agents
Other big firms, such as Amazon and JPMorgan Chase, are writing rules on what agents may do with their services.
How it works
Lawyers call it a risk factor: a danger a company must tell investors about, as Apple now does for agents.
Seen it before
A bike shop's sign saying it is not responsible for stolen bikes warns customers before anything goes wrong.
The truth
Apple has no agent of its own yet, CNBC notes, while OpenAI and Meta already sell agents.
1 source
Apple warns investors about AI agents
The full story
Apple warns investors about AI agents
Apple's yearly filing to investors warns that AI agents may act in "unintended or unpredictable ways".
Why it matters. Other big firms, such as Amazon and JPMorgan Chase, are writing rules on what agents may do with their services.
Reddit tests ads in its search
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Reddit, the forum website, has started testing ads in its search results.
A search for "espresso station" might show ads for coffee machines and mugs, Reddit says.
The test is with a small group of advertisers.
How it got here
Last week Reddit forecast sales of $1 billion to $1.03 billion this quarter, under the $1.05 billion expected.
Why it matters
It blamed fewer visitors arriving from Google, whose AI answers send fewer people to websites.
How it works
Marketers call it search advertising when, as Reddit now does, ads are matched to what someone just searched for.
Seen it before
A shop puts umbrellas by the door on a rainy day, where people looking for one see them.
2 sources
Reddit tests ads in its search
The full story
Reddit tests ads in its search
Reddit, the forum website, has started testing ads in its search results.
Why it matters. It blamed fewer visitors arriving from Google, whose AI answers send fewer people to websites.
Apple Watch learns to listen
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A test version of the Apple Watch software adds two listening features.
Live Rewind shows a written record of the last 15 seconds of nearby talk.
Siri Recap turns conversations into short notes.
Both are off until the wearer turns them on, and need the newest watches.
Apple says the audio stays on the watch and is not stored.
Why it matters
Lawyers in several US states warn this could break laws that need everyone in a talk to agree to recording.
How it works
Privacy lawyers call these all-party consent laws, and Live Rewind picks up people nearby who never agreed.
Seen it before
Filming a friend's birthday is fine with the friend's okay, but strangers at the next table never gave theirs.
What comes next
The full release is due in December.
The full story
Apple Watch learns to listen
A test version of the Apple Watch software adds two listening features.
Why it matters. Lawyers in several US states warn this could break laws that need everyone in a talk to agree to recording.
Sonos tests an AI voice helper
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Sonos, which makes wireless speakers, is testing a new AI voice helper called Sonos 27voice.
6 November
waitlist opens
12 November
access begins
US users can join a waitlist on 6 November, with access from 12 November.
It can follow loose requests, like playing an album described only by its cover.
How it got here
Sonos is trying to recover from a disastrous app redesign in 2024.
Why it matters
Its old Voice Control only ran the speakers; the new one also answers general questions.
How it works
Computer scientists call it natural-language understanding when, as here, a speaker grasps a request phrased loosely.
Seen it before
A friend knows which song is meant when someone hums half of it.
2 sources
Sonos tests an AI voice helper
The full story
Sonos tests an AI voice helper
Sonos, which makes wireless speakers, is testing a new AI voice helper called Sonos 27voice.
Why it matters. Its old Voice Control only ran the speakers; the new one also answers general questions.
Anthropic works on proof of which AI answered
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Anthropic, which makes Claude, is building FlashProve, an open system to prove which AI model wrote an answer.
It gives a cryptographic proof, a mathematical guarantee, that an output came from a named model.
Labs would publish a fingerprint of each model, without revealing its weights, the numbers that set its behaviour.
Why it matters
It could stop an AI company secretly swapping in a cheaper model to cut costs.
How it works
Cryptographers call this a digital signature, like those proving who sent an email, and FlashProve gives AI models one.
Seen it before
A wax seal on a letter shows it came from whoever owns that seal.
The truth
The proof is meant to hold even against the lab that built and runs the model.
1 source
Anthropic works on proof of which AI answered
The full story
Anthropic works on proof of which AI answered
Anthropic, which makes Claude, is building FlashProve, an open system to prove which AI model wrote an answer.
Why it matters. It could stop an AI company secretly swapping in a cheaper model to cut costs.
An AI edits another AI's insides
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MIT researchers had OpenAI's GPT-6 Astra edit the inner numbers of a small model called Qwen.
Those numbers, called weights, decide how a model behaves.
Astra changed only 0.016% of them.
The small model got up to 6 times better at a maths test called MATH-500.
Why it matters
Models may come to treat weights like code, finding faults and patching them directly, one of the researchers says.
How it works
Computer scientists improve a model by training, feeding it examples; here Astra skipped training and edited the weights directly.
Seen it before
Instead of practising a song for weeks, a guitarist retunes the one string that was off.
The truth
The researchers call these early signs, from tests on one small model.
2 sources
An AI edits another AI's insides
The full story
An AI edits another AI's insides
MIT researchers had OpenAI's GPT-6 Astra edit the inner numbers of a small model called Qwen.
Why it matters. Models may come to treat weights like code, finding faults and patching them directly, one of the researchers says.
A think tank warns of runaway AI agents
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The Center for a New American Security, a US think tank, warns of what it calls "sovereign agents".
These are AI agents that run beyond human control and keep themselves going.
An advanced one could pay for its own computers, copy itself and resist being shut down, the report says.
Who is involved
Ben Hayum
the report's author
Its author, Ben Hayum, writes that if they are not possible yet, they will be soon.
Why it matters
The report points to Anthropic's claim that small AI models could copy themselves onto smart TVs.
How it works
Safety researchers call it loss of control when, as this report fears, a spread-out agent cannot be switched off.
Seen it before
A dandelion spreads seeds on the wind, so pulling up one plant never clears the field.
The truth
The report does not show that any such agent exists today.
1 source
A think tank warns of runaway AI agents
The full story
A think tank warns of runaway AI agents
The Center for a New American Security, a US think tank, warns of what it calls "sovereign agents".
Why it matters. The report points to Anthropic's claim that small AI models could copy themselves onto smart TVs.
UK agency tests computing with light
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ARIA, the UK's research agency, will test AI servers that compute with light, made by Lumai, an Oxford start-up.
A lab backed by 50 million pounds from ARIA will run them in a commercial data centre.
Lumai's chips do AI's heavy maths with beams of light instead of switching transistors.
They handle the step where a model first reads a prompt; ordinary chips still write the answer.
Why it matters
Lumai claims it could cut data-centre power use by up to 90%.
How it works
Engineers call it optical computing when, as with Lumai, light rather than electric current does the sums.
The truth
The power savings have not been tested by anyone outside Lumai; the trial is meant to find out.
Nobody knows yet
Whether Lumai's light-based servers save the power it claims.
Nobody outside Lumai has tested the claim; the ARIA trial is meant to.
1 source
UK agency tests computing with light
The full story
UK agency tests computing with light
ARIA, the UK's research agency, will test AI servers that compute with light, made by Lumai, an Oxford start-up.
Why it matters. Lumai claims it could cut data-centre power use by up to 90%.
UiPath will charge per document
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UiPath, which sells software that automates office work, will charge for each document its new finance AI agents handle.
Customers pay the price for each item times the items handled, a UiPath director said in Dubai.
Early 2027
invoices and buying
Mid-2027
more finance parts
Its invoice and buying tools arrive in early 2027, and more finance parts in mid-2027.
Why it matters
UiPath says finance work is much the same at most companies, so it can sell it ready-made.
How it works
Economists call it usage-based pricing when, as UiPath plans, the bill follows the work done, not the project sold.
Seen it before
A taxi charges by the mile, while a family car costs the same whether it moves or not.
1 source
UiPath will charge per document
The full story
UiPath will charge per document
UiPath, which sells software that automates office work, will charge for each document its new finance AI agents handle.
Why it matters. UiPath says finance work is much the same at most companies, so it can sell it ready-made.
Bosch makes chips a division of its own
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Bosch, the German engineering firm, will put its chip business in its own division from January 2028.
It aims for about 5 billion euros a year in chip sales by 2030.
Its targets include robots, factory machines, AI data centres, phones and wearables.
How it got here
Bosch is a leading maker of MEMS sensors, the tiny motion and pressure sensors in phones and robots.
Why it matters
Bosch wants customers beyond carmakers, so it will open its factories to other firms' chips.
How it works
Chipmakers call it a foundry when, as Bosch now plans, a factory makes chips for other companies.
Seen it before
A bakery that also bakes cakes for other shops' brands keeps its ovens busy all day.
1 source
Bosch makes chips a division of its own
The full story
Bosch makes chips a division of its own
Bosch, the German engineering firm, will put its chip business in its own division from January 2028.
Why it matters. Bosch wants customers beyond carmakers, so it will open its factories to other firms' chips.
Intel's 14A chip process nears ready
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Intel has released version 0.9 of the design kit for 14A, its next way of making chips.
A design kit gives chip designers the rules and transistor models for one factory process.
Version 0.9 is based on measurements of real chips, not simulations.
Why it matters
Customers can now design chips meant to start test production around when the process is certified.
How it works
Chip engineers call this a process design kit, and with version 0.9 outside firms can start real designs.
Seen it before
A builder gives architects the exact brick sizes before they draw, so the house fits.
The truth
The claims about the process's maturity are Intel's own.
What comes next
Now
version 0.9
Early 2027
version 1.0
Intel plans version 1.0 in early 2027, confirming it is ready for mass production.
1 source
Intel's 14A chip process nears ready
The full story
Intel's 14A chip process nears ready
Intel has released version 0.9 of the design kit for 14A, its next way of making chips.
Why it matters. Customers can now design chips meant to start test production around when the process is certified.
Storms cost phone networks more
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The GSMA, the global group for mobile networks, says storms and floods cost operators $1.7 billion a year in repairs.
It expects that to nearly double, to more than $3 billion a year by 2050.
Severe storms cause $1 billion of today's damage.
Why it matters
The biggest weak point is power: once backup power runs out, a mast goes offline.
How it works
Engineers call it resilience when, as the GSMA asks, networks are built to keep working through storms.
Seen it before
A house with a spare torch still has light when a storm cuts the power.
The truth
The 2050 figure rests on the climate the GSMA expects by then, so it is a projection.
1 source
Storms cost phone networks more
The full story
Storms cost phone networks more
The GSMA, the global group for mobile networks, says storms and floods cost operators $1.7 billion a year in repairs.
Why it matters. The biggest weak point is power: once backup power runs out, a mast goes offline.
EU court shields Broadcom's challengers
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An EU court ruled that Broadcom may not learn which cloud firms back a challenge to its VMware takeover.
VMware is a giant in software for cloud and virtual computers, which Broadcom bought in 2023.
CISPE
European cloud firms
Broadcom
owns VMware
CISPE, a group of European cloud firms, wants the EU's approval of the deal cancelled.
It says the EU should have set conditions to protect VMware's customers.
Why it matters
CISPE says its members, all VMware customers, feared Broadcom would punish them.
How it works
Lawyers call it a procedural ruling: it settles how the case runs, not who is right, CISPE says.
Seen it before
A referee deciding which pitch a match is played on has not decided who wins it.
What comes next
The ruling removes the obstacle to the case going ahead.
1 source
EU court shields Broadcom's challengers
The full story
EU court shields Broadcom's challengers
An EU court ruled that Broadcom may not learn which cloud firms back a challenge to its VMware takeover.
Why it matters. CISPE says its members, all VMware customers, feared Broadcom would punish them.
California takes broadband money, not the rule
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California is accepting $1.42 billion in US broadband grants, but is refusing a condition attached to them.
The Trump administration says states taking the money must stop enforcing net neutrality and price rules on internet providers.
Net neutrality laws, like California's, govern how providers handle internet traffic.
How it got here
The money comes from BEAD, a $42 billion US programme for broadband.
Why it matters
The stand could start legal fights between the state, the US government and internet providers.
How it works
Lawyers call it a funding condition when, as here, a government ties strings to money it hands out.
Seen it before
Parents who pay pocket money only after chores are done are attaching a condition to it.
What comes next
California could delay or cancel its grants, depending on how this unfolds.
1 source
California takes broadband money, not the rule
The full story
California takes broadband money, not the rule
California is accepting $1.42 billion in US broadband grants, but is refusing a condition attached to them.
Why it matters. The stand could start legal fights between the state, the US government and internet providers.
New York's mayor targets face-scanning
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New York City's mayor, Zohran Mamdani, criticised the owner of Madison Square Garden over face-scanning.
Wired has reported that owner James Dolan's company tracks visitors with cameras and face recognition.
How it got here
In 2021 face recognition flagged a lawyer at a firm suing Dolan's company, and Radio City turned her away.
A council member has proposed 2 local laws to ban collecting biometric data in public places.
Why it matters
The bills would cover public places across the whole city, not just Dolan's venues.
How it works
Privacy law calls face scans biometric data: body measurements that identify a person, which these bills would protect.
Seen it before
A fingerprint on a glass leads back to one person, and a face caught on camera does the same.
The truth
Dolan has sued Wired over its reporting.
1 source
New York's mayor targets face-scanning
The full story
New York's mayor targets face-scanning
New York City's mayor, Zohran Mamdani, criticised the owner of Madison Square Garden over face-scanning.
Why it matters. The bills would cover public places across the whole city, not just Dolan's venues.
AI-made election ads pass $187 million
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More than $187 million went on nearly 300 ads made or touched up with AI, the Wesleyan Media Project found.
The project says that is almost certainly an undercount, as many ads carry no label.
90 of 100
of the money from Republican sides
Over 90% of that money came from Republican candidates or groups, it found.
How it got here
The US has no national law on AI in political ads; about 30 states have their own rules.
Who is involved
YouTube
labels realistic AI
X
leaves it to advertisers
YouTube says it labels realistic AI content; X says following the law is the advertiser's job.
Why it matters
checks ads
YouTube
labels AI
X
leaves it to advertisers
Instagram, YouTube and X must now judge which campaign clips are fake as they check their sites.
How it works
Researchers call it a deepfake when, as in ads CNBC found, AI makes a real person appear to say things.
Seen it before
A photo edited to put a classmate somewhere they never went can spread round a school in an hour.
The truth
Candidates do not always follow the state rules, and CNBC found unlabelled AI ads online.
Nobody knows yet
How many AI-made political ads ran with no label.
The Wesleyan Media Project says its count is almost certainly too low, because many ads carry no label.
1 source
AI-made election ads pass $187 million
The full story
AI-made election ads pass $187 million
More than $187 million went on nearly 300 ads made or touched up with AI, the Wesleyan Media Project found.
Why it matters. Instagram, YouTube and X must now judge which campaign clips are fake as they check their sites.
Anti-tech ads multiply in US races
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Democrats in more than 130 US federal and governor races ran ads against tech firms or data centres this year.
From 2020 to 2024, just 2 Democratic ads raised those topics, the Tech Oversight Project counted.
Democrats ran such ads 4 times as often as Republicans.
The ads blamed AI for price-gouging and harm to children, and data centres for water use.
Who is involved
Tech Oversight Project
wants tougher tech rules
The Tech Oversight Project wants tougher tech rules, and is mostly funded by eBay founder Pierre Omidyar's network.
Why it matters
It urges Democrats to keep those promises and reject light-touch rules for tech.
How it works
Political scientists call it issue salience when, as here, a topic grows big enough to move votes.
The truth
The count comes from a group that campaigns for stricter tech rules.
The full story
Anti-tech ads multiply in US races
Democrats in more than 130 US federal and governor races ran ads against tech firms or data centres this year.
Why it matters. It urges Democrats to keep those promises and reject light-touch rules for tech.
Google's AI satellite starts work
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Google's first test satellite for running AI in space is now working, after its October launch.
4 of 4
Google AI chips on board
It carries 4 of Google's own AI chips, called TPUs.
It makes up to 1 kilowatt of power, enough to keep one AI chip running for about 20 minutes.
In its first test, Google's Gemma 4 model wrote a short poem about life in space.
Why it matters
Google's long-term goal is a network of satellites that can run large AI jobs in orbit.
How it works
Space engineers call it environmental testing when, as Google now does, chips are checked against space's heat and radiation.
Seen it before
A phone left on a hot car dashboard can shut itself down, and space is far harsher.
What comes next
If the tests go well, Google plans 2 more satellites in 2027.
Good news
Google's first test satellite for running AI in orbit is working, and its chips have already finished their first task in space.
The full story
Google's AI satellite starts work
Google's first test satellite for running AI in space is now working, after its October launch.
Why it matters. Google's long-term goal is a network of satellites that can run large AI jobs in orbit.
A Claude Code leader leaves Anthropic
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Cat Wu
head of product, Claude Code
Cat Wu, head of product for Claude Code, left Anthropic on Friday.
Claude Code is Anthropic's AI coding tool, and it helped lift the company's sales.
She did not say why she left.
Why it matters
Anthropic confirmed she has gone, ahead of its planned share sale later this month.
1 source
A Claude Code leader leaves Anthropic
The full story
A Claude Code leader leaves Anthropic
Cat Wu, head of product for Claude Code, left Anthropic on Friday.
Why it matters. Anthropic confirmed she has gone, ahead of its planned share sale later this month.
ChatGPT reaches a fifth of Google's searches
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20 of 100
ChatGPT's search-like questions, against Google's
ChatGPT now handles roughly a fifth as many search-like questions as Google, said OpenAI's Adam Fry.
Who is involved
Adam Fry
OpenAI
Fry leads ChatGPT's product for the public, and told the Big Technology newsletter.
ChatGPT has 1.2 billion weekly users.
Google says it handles 5 trillion searches a year.
Why it matters
Google's answer has been to build AI into Search itself, as its school rule shows.
How it works
Economists call ChatGPT and Google substitutes when, as here, people use one in place of the other.
Seen it before
When a new cafe opens on a street, some people stop going to the old one.
The truth
The fifth is OpenAI's own figure, not an outside count.
2 sources
ChatGPT reaches a fifth of Google's searches
The full story
ChatGPT reaches a fifth of Google's searches
ChatGPT now handles roughly a fifth as many search-like questions as Google, said OpenAI's Adam Fry.
Why it matters. Google's answer has been to build AI into Search itself, as its school rule shows.
That's the whole Tech day.
34 stories, 56 sources.