Not Perfect News

No. 2105:48AI & TechWorldUK

Milk Regulation Versus Artificial Intelligence

This episode covers the latest global and UK headlines alongside key developments in the technology sector. The deep dive examines a striking claim by Microsoft's president regarding the current regulatory oversight of artificial intelligence compared to dairy products.

27 of 64 claims confirmed by two or more independent sources How this edition was made

Artwork for edition No. 21

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How this edition was madeMonday 12 October 2026 · 28 minutes from first search to broadcast · no human in the loopSee the full breakdown ↓
  1. 01 · Found299reports from 58 news sites
  2. 02 · Chosen12stories picked from 226
  3. 03 · Sourced64sources from 35 publishers
  4. 04 · Fact-checked 27 of 64 claims confirmed by two or more independent sources · 32 attributed to one source · 5 left out
  5. 05 · Read aloud05:48, voiced by synthetic presenters

Behind the broadcast

How this edition was made

Monday 12 October 2026 · 28 minutes, fully automated

Every edition is found, researched, fact-checked and written by an automated newsroom, then read by synthetic presenters. Claims confirmed by two or more independent sources were stated as fact; claims only one outlet reported were attributed to it on air, and the rest were left out. For this edition 64 claims were checked: 27 confirmed, 32 attributed, 5 left out.

From 299 reports to 12 stories

Everything the newsroom read before choosing this edition’s stories; 2 researched stories were dropped because the main claim couldn’t be confirmed.

Search results and feeds
299
Unique articles
242
Distinct stories
226
Shortlisted
69
Researched in depth
14
Broadcast
12

64 claims, checked one by one

Each square is a real claim from this edition. Hover over or tab to one to read it.

Confirmed · 2+ independent sourcesSingle sourceSpeculationDisputed or unconfirmed
UkraineZelenskyy Says Trump's Ukraine Ceasefire Deal Is News to Him
PakistanPakistan suspends provincial government amid Khan standoff
PolandPolish PM Donald Tusk Says Assassination Plot Thwarted
RussiaAndy Burnham claims Russia interfered in Brexit referendum
United KingdomIFS Warns UK Budget Risks Being a Work of Fiction
United KingdomUK rejects Trump Russia diesel deal, says Streeting
UkraineUkraine strikes Yandex data centre in latest attack on tech giant
HsinchuTSMC expects record profits driven by AI boom
RedmondSatya Nadella warns advanced AI models are compromised
AI & TechDistroKid removes songs following UMG lawsuit
Hong KongMoonshot executives talk dispute settlement ahead of IPO
RedmondMicrosoft president claims AI is less regulated than milk

64 sources from 35 publishers

134 candidate sources were considered and 46 read in full, 42 of them independent. Wire stories and syndicated copies are detected, so one report can’t count twice.

  • The Guardian8
  • BBC News7
  • Reuters6
  • Al Jazeera3
  • ITV News3
  • The Telegraph3
  • Financial Times2
  • Newsbytesapp2
  • Startup Fortune2
  • The Verge2
  • Tradersunion2
  • Allhiphop1
  • Bloomberg1
  • Bluewin.ch1
  • CBC1
  • CBS News1
  • Crypto Briefing1
  • Deutsche Welle1
  • HuffPost UK1
  • Investinglive1
  • Investmentguruindia1
  • Joe1
  • Kucoin1
  • Let's Data Science1
  • Mobilissimo Group1
  • POLITICO1
  • Rte.ie1
  • Storyboard181
  • TechFlow1
  • The Decoder1
  • The Hans India1
  • The Indian Express1
  • The Music Network1
  • Yahoo1
  • Yahoo News Canada1

28 minutes from first search to broadcast

No human in the loop: 78 AI steps, then 54 lines read by synthetic presenters.

  • Find and sort2:13
  • Research3:22
  • Fact-check2:45
  • Write and edit11:53
  • Final check0:32
  • Voice6:35
  • Mix and publish0:35

Researching and checking factsFinding, writing, voicing, mixing

In this edition

The stories

12 stories, in the order they were read

WorldListen from 00:59

Zelenskyy Says Trump's Ukraine Ceasefire Deal Is News to Him

Donald Trump announced an energy ceasefire between Ukraine and Russia on Truth Social.

4 of 5 claims confirmed · 5 sources

What we confirmed

  • Donald Trump announced an energy ceasefire between Ukraine and Russia on Truth Social.Confirmed · two or more independent sources · The Guardian, Deutsche Welle
  • Volodymyr Zelenskyy initially stated that the ceasefire deal was news to him.Confirmed · two or more independent sources · said by Volodymyr Zelenskyy · The Guardian, BBC News
  • Kyiv would support an energy ceasefire if Moscow did.Confirmed · two or more independent sources · said by Volodymyr Zelenskyy · BBC News, CBC
  • Ukraine accused Russia of striking Ukrainian energy facilities after Trump's announcement.Confirmed · two or more independent sources · said by Volodymyr Zelenskyy · BBC News, CBS News

Attributed to a single source

  • The United States made a deal with Russian President Vladimir Putin to buy diesel from Russia.Single source · attributed to it · CBS News

Sources

WorldListen from 01:09

Pakistan suspends provincial government amid Khan standoff

Pakistan declared a state of emergency and suspended the provincial government of Khyber Pakhtunkhwa led by Imran Khan's PTI party.

3 of 5 claims confirmed · 6 sources

What we confirmed

  • Pakistan declared a state of emergency and suspended the provincial government of Khyber Pakhtunkhwa led by Imran Khan's PTI party.Confirmed · two or more independent sources · The Guardian, Al Jazeera, Reuters, The Indian Express, Yahoo News Canada
  • The federal government stated that the provincial government failed to tackle Islamist militancy in the province bordering Afghanistan.Confirmed · two or more independent sources · said by Pakistan federal government · Reuters, The Indian Express, Yahoo News Canada
  • The state of emergency and imposition of a new governor in Khyber Pakhtunkhwa escalate a standoff between PTI and the government following plans by supporters to march on Islamabad to demand Khan's release.Confirmed · two or more independent sources · The Guardian, Al Jazeera

Attributed to a single source

  • A PTI party spokesperson described the suspension as "more of a coup disguised as emergency".Single source · attributed to it · said by PTI party spokesperson · The Guardian
  • Maulana Fazlur Rehman stated that the "Imposition of emergency is an ambush on democracy."Single source · attributed to it · said by Maulana Fazlur Rehman · The Guardian

Sources

WorldListen from 01:21

Polish PM Donald Tusk Says Assassination Plot Thwarted

A man accused of plotting to assassinate Polish Prime Minister Donald Tusk and his defence minister has been detained.

3 of 5 claims confirmed · 6 sources

What we confirmed

  • A man accused of plotting to assassinate Polish Prime Minister Donald Tusk and his defence minister has been detained.Confirmed · two or more independent sources · The Guardian, POLITICO
  • Donald Tusk stated on X that the man threatening an attack has been detained and praised the police for their swift action.Confirmed · two or more independent sources · said by Donald Tusk · The Guardian, POLITICO
  • The interior ministry stated that Prime Minister Donald Tusk and Defence Minister Władysław Kosiniak-Kamysz may have been targeted in a possible assassination attempt.Confirmed · two or more independent sources · said by Interior Ministry · The Guardian, POLITICO

Attributed to a single source

  • Interior Minister Marcin Kierwiński and Special Services Minister Coordinator Tomasz Siemoniak ordered measures to be taken following information regarding a possible assassination attempt.Single source · attributed to it · POLITICO
  • Government spokesman Adam Szłapka stated that Prime Minister Tusk was informed of the threat on Sunday morning.Single source · attributed to it · said by Adam Szłapka · Joe

Sources

UKListen from 01:34

Andy Burnham claims Russia interfered in Brexit referendum

UK Prime Minister Andy Burnham stated that Russia interfered in the 2016 Brexit referendum.

5 of 5 claims confirmed · 6 sources

What we confirmed

  • UK Prime Minister Andy Burnham stated that Russia interfered in the 2016 Brexit referendum.Confirmed · two or more independent sources · said by Andy Burnham · The Guardian, Al Jazeera, BBC News, Reuters, Financial Times
  • Andy Burnham made the remarks regarding Russian interference during an interview on The Rest is Politics podcast.Confirmed · two or more independent sources · The Guardian, Al Jazeera
  • Andy Burnham did not provide evidence or further details regarding the extent or type of Russian activity during the Brexit referendum.Confirmed · two or more independent sources · Al Jazeera, BBC News
  • Andy Burnham warned voters in France and Germany about Moscow-backed efforts to influence their politics.Confirmed · two or more independent sources · said by Andy Burnham · The Guardian, Al Jazeera, BBC News, Reuters, Financial Times
  • This marks the first time a UK prime minister has publicly acknowledged that Russia interfered in the UK's 2016 vote to leave the European Union.Confirmed · two or more independent sources · Al Jazeera, BBC News

Sources

UKListen from 01:41

IFS Warns UK Budget Risks Being a Work of Fiction

The chancellor faces a shortfall of £35bn to £36bn in his budget, driven by higher inflation and spending pressures.

1 of 4 claims confirmed · 4 sources

What we confirmed

  • The chancellor faces a shortfall of £35bn to £36bn in his budget, driven by higher inflation and spending pressures.Confirmed · two or more independent sources · The Guardian, The Telegraph, Reuters, Tradersunion

Attributed to a single source

  • The Institute for Fiscal Studies warned that the UK budget risks being a 'work of fiction' without clear plans to cover £35bn in spending pressures.Single source · attributed to it · said by Institute for Fiscal Studies · The Guardian
  • Helen Miller stated that simply pencilling in implicit cuts with no intention of delivering them would make the budget a work of fiction.Single source · attributed to it · said by Helen Miller · The Guardian
  • British finance minister John Healey will need to find billions in tax hikes or welfare cuts to offset the inflation hit and meet defence spending pledges.Single source · attributed to it · said by think tank · Reuters

Sources

UKListen from 01:48

UK rejects Trump Russia diesel deal, says Streeting

The UK does not support Donald Trump's deal with Vladimir Putin to purchase diesel from Russia.

1 of 6 claims confirmed · 6 sources

What we confirmed

  • The UK does not support Donald Trump's deal with Vladimir Putin to purchase diesel from Russia.Confirmed · two or more independent sources · said by Wes Streeting · BBC News, HuffPost UK

Attributed to a single source

  • Donald Trump announced that Vladimir Putin agreed to release 300,000 tonnes of diesel immediately to the American and global marketplace.Single source · attributed to it · said by Donald Trump · BBC News
  • Trump suggested Ukraine should 'get a new leader' who could reach a deal with Russia.Single source · attributed to it · said by Donald Trump · BBC News
  • Donald Trump's diesel deal with Russia was motivated by electoral pressure ahead of the US midterms.Single source · attributed to it · said by Wes Streeting · HuffPost UK
  • The UK government was not aware that the diesel deal between Trump and Putin was happening.Single source · attributed to it · said by Wes Streeting · HuffPost UK
  • Volodymyr Zelenskyy said he will organize elections in Ukraine if Russian President Vladimir Putin agrees to a 60-day ceasefire.Single source · attributed to it · said by Volodymyr Zelenskyy · The Guardian

Sources

AI & TechListen from 01:58

Ukraine strikes Yandex data centre in latest attack on tech giant

Yandex confirmed that its data centre in Vladimir had been damaged in a drone attack and operations completely suspended.

2 of 6 claims confirmed · 6 sources
New since we last reported it
  • Yandex confirmed a drone attack on its Vladimir data centre, leading to a complete suspension of operations and marking the third such attack within a week.

What we confirmed

  • Yandex confirmed that its data centre in Vladimir had been damaged in a drone attack and operations completely suspended.Confirmed · two or more independent sources · BBC News, Reuters
  • The attack on the Vladimir data centre was the third attack on Yandex's sites within a week.Confirmed · two or more independent sources · BBC News, Rte.ie

Attributed to a single source

  • Yandex stated that data centres are critical for the normal operation of its services and that it was very difficult to predict when they would be back online.Single source · attributed to it · said by Yandex · BBC News
  • Google was ordered to temporarily stop work on two datacentres in Finland after failing to carry out necessary environmental impact assessments.Single source · attributed to it · The Guardian
  • President Volodymyr Zelenskyy vowed on Sunday to maintain pressure on Russia despite demands from US President Donald Trump.Single source · attributed to it · Bloomberg
What we left out (1)
  • The drone attacks could signal the start of a new retaliatory campaign from Kyiv targeting Russia's internet infrastructure.Speculation · left out · Rte.ie

Sources

AI & TechListen from 02:08

TSMC expects record profits driven by AI boom

0 of 4 claims confirmed · 4 sources

Attributed to a single source

  • TSMC flagged record revenue of NT$1.49 trillion (roughly $46.71 billion) for the July-to-September quarter, up 50% from a year earlier.Single source · attributed to it · Startup Fortune
  • An LSEG SmartEstimate points to TSMC net profit rising 64% year over year to roughly NT$740.8 billion.Single source · attributed to it · said by LSEG SmartEstimate · Startup Fortune
What we left out (2)
  • TSMC is expected to report a sixth consecutive quarter of record profit, driven by surging demand for artificial intelligence infrastructure and chips.Speculation · left out · Reuters, Newsbytesapp, Investinglive
  • Morgan Stanley analyst Charlie Chan expects TSMC to raise its full-year revenue growth forecast to the low-to-mid 40% range on strong demand for its 3-nanometre chips.Speculation · left out · said by Charlie Chan · Investinglive

Sources

AI & TechListen from 02:14

Satya Nadella warns advanced AI models are compromised

Microsoft CEO Satya Nadella published a post on X outlining views on the dangers and risks posed by highly advanced AI models.

2 of 6 claims confirmed · 6 sources

What we confirmed

  • Microsoft CEO Satya Nadella published a post on X outlining views on the dangers and risks posed by highly advanced AI models.Confirmed · two or more independent sources · The Verge, Investmentguruindia, Mobilissimo Group
  • Satya Nadella called for establishing an emergency brake mechanism that allows authorized personnel to pause or shut down a model mid-task.Confirmed · two or more independent sources · said by Satya Nadella · The Verge, Investmentguruindia, Mobilissimo Group

Attributed to a single source

  • Satya Nadella stated that companies deploying advanced AI systems should treat powerful models as potential insider threats and assume they could be compromised.Single source · attributed to it · said by Satya Nadella · Investmentguruindia, The Hans India
  • Satya Nadella argued that AI models should receive no default trust, extending Microsoft's 'assume breach' security approach to AI systems.Single source · attributed to it · said by Satya Nadella · Mobilissimo Group
  • Google Deepmind previously suggested treating AI models like insider security threats.Single source · attributed to it · The Decoder
  • Microsoft has invested and continues to invest billions of dollars in artificial intelligence.Single source · attributed to it · The Decoder

Sources

AI & TechListen from 02:21

DistroKid removes songs following UMG lawsuit

DistroKid has been taking down songs in response to claims made by Universal Music Group (UMG).

3 of 6 claims confirmed · 3 sources

What we confirmed

  • DistroKid has been taking down songs in response to claims made by Universal Music Group (UMG).Confirmed · two or more independent sources · The Verge, The Music Network
  • UMG filed a lawsuit in September claiming that DistroKid has created an 'AI-slop pipeline'.Confirmed · two or more independent sources · said by UMG · The Verge, Allhiphop
  • DistroKid stated that a very small number of recordings distributed through them have been removed in response to claims made by UMG.Confirmed · two or more independent sources · said by Amanda Ferri · The Verge, Allhiphop, The Music Network

Attributed to a single source

  • UMG's September lawsuit cites at least 1,000 tracks that it says infringe its rights, including illegally sampled or remixed music by Drake and Rihanna.Single source · attributed to it · said by Reuters · Allhiphop
  • DistroKid strongly disputes the allegations underlying UMG's lawsuit.Single source · attributed to it · said by DistroKid · Allhiphop
  • Artists are complaining on social media that DistroKid has unceremoniously removed their work without notice, and that their non-AI works are being caught up in the purge.Single source · attributed to it · said by Artists · The Verge

Sources

AI & TechListen from 02:25

Moonshot executives talk dispute settlement ahead of IPO

Moonshot executives are in talks to settle a dispute with a shareholder ahead of a planned Hong Kong IPO.

1 of 6 claims confirmed · 6 sources

What we confirmed

  • Moonshot executives are in talks to settle a dispute with a shareholder ahead of a planned Hong Kong IPO.Confirmed · two or more independent sources · Reuters, TechFlow, Crypto Briefing, Tradersunion

Attributed to a single source

  • Recurrent.ai and certain of its investors alleged in a March 11, 2026 letter that CEO Yang Zhilin and CTO Zhang Yutao made false statements and enriched themselves at Recurrent's expense.Single source · attributed to it · said by Recurrent.ai and certain of its investors · Kucoin
  • Moonshot confidentially filed for a Hong Kong IPO aiming to raise about $3 billion.Single source · attributed to it · Startup Fortune
  • Moonshot is exploring potential hosting and revenue-sharing deals with major US cloud providers including Microsoft, Amazon, and Google.Single source · attributed to it · Crypto Briefing
What we left out (2)
  • The shareholder dispute could carry a price tag exceeding $700 million.Speculation · left out · Crypto Briefing
  • The dispute is not expected to directly jeopardize Moonshot's IPO plans.Speculation · left out · Reuters, TechFlow

Sources

AI & TechDeep diveListen from 02:34

Microsoft president claims AI is less regulated than milk

Milk and washing machines are currently more regulated than AI, Microsoft president Brad Smith has said.

2 of 6 claims confirmed · 6 sources

What we confirmed

  • Milk and washing machines are currently more regulated than AI, Microsoft president Brad Smith has said.Confirmed · two or more independent sources · said by Brad Smith · BBC News, Newsbytesapp, Let's Data Science
  • Brad Smith stated that the UK is best placed to drive forward global rules for AI because of its AI Security Institute.Confirmed · two or more independent sources · said by Brad Smith · BBC News, Let's Data Science

Attributed to a single source

  • Brad Smith called for a legal obligation to tell a victim if their system is breached by a rogue AI agent and for outside evaluators to sign off on AI products before release.Single source · attributed to it · said by Brad Smith · BBC News
  • UK intelligence leaders from MI5, MI6 and GCHQ briefed the cabinet on AI’s threat to national security.Single source · attributed to it · The Guardian
  • Microsoft chair and chief executive Satya Nadella called for AI models to be designed with an emergency brake.Single source · attributed to it · said by Satya Nadella · The Guardian
  • Brad Smith stated that industry self-regulation for artificial intelligence is not sufficient any longer.Single source · attributed to it · said by Brad Smith · BBC News

Sources

Every word

Transcript

Click a line to play from there

JamesGood morning. It's twenty past six in the morning on Monday the 12th of October.

JamesThis is Not Perfect News. I'm James.

JulieAnd I'm Julie.

JamesHere are today's main stories.

JamesThe Ukrainian president, Volodymyr Zelenskyy, says Donald Trump has not shared his ceasefire plans with Kyiv.

JamesPakistan suspends a provincial government as protests escalate around the detained former leader Imran Khan.

JamesPoland's prime minister, Donald Tusk, announces that security forces have thwarted a planned assassination attempt.

JamesLater, the latest in technology and AI, and today's feature: Microsoft president claims AI is less regulated than milk.

JamesThis programme is researched and voiced using AI, and every source is on our website.

JamesHere's Julie with the world news.

JulieThanks, James. President Zelenskyy says Donald Trump has not shared any details of his proposed Ukraine ceasefire deal with him. Ukrainian officials are waiting to see official plans.

JuliePakistan has suspended the government of Khyber Pakhtunkhwa province amid escalating security standoffs involving supporters of jailed former leader Imran Khan. Security forces remain on high alert.

JuliePolish prime minister Donald Tusk says security services have thwarted an assassination plot against him. Investigators have arrested a suspect and are continuing their inquiries.

JulieHere's James with the UK news.

JamesThanks, Julie. Andy Burnham claims Russia interfered in the Brexit referendum, according to reports from several news organisations.

JamesThe Institute for Fiscal Studies warns that the upcoming UK budget risks being a work of fiction.

JamesHealth Secretary Wes Streeting says the UK has rejected a proposed Russia diesel deal involving Donald Trump.

JamesHere's Julie with the technology and AI news.

JulieThanks, James. Yandex has confirmed a drone attack on its Vladimir data centre.

JulieOperations are completely suspended after the third such attack within a week.

JulieSemiconductor giant TSMC expects record profits driven by the ongoing artificial intelligence boom.

JulieMicrosoft chief executive Satya Nadella has warned that advanced artificial intelligence models are compromised.

JulieDistroKid has removed several songs following a lawsuit from Universal Music Group.

JulieMoonshot executives are discussing dispute settlement options ahead of their planned initial public offering.

JulieHere's James with today's feature.

JamesThanks, Julie. Milk and washing machines are currently more regulated than artificial intelligence, according to the president of Microsoft.

JamesBrad Smith made the comparison to highlight what he sees as a worrying gap in international safety standards.

JamesHe argues that industry self-regulation is no longer sufficient for the rapid pace of modern technology.

JamesHis comments come as UK intelligence leaders from MI5, MI6, and GCHQ have briefed the cabinet on national security risks.

JamesThese senior officials outlined how rogue artificial intelligence systems could pose a direct threat to the country.

JamesAgainst this backdrop, technology companies are facing mounting pressure to accept formal oversight from independent bodies.

JulieFor ordinary people, this debate is about trust, safety, and who actually holds the power when things go wrong.

JulieWhen a fridge or a carton of milk fails safety tests, there are clear legal consequences and product recalls.

JulieAdvanced software, however, often launches into the world with very few external checks before it reaches the public.

JulieMr Smith has called for a legal obligation to tell any victim if their system is breached by a rogue AI agent.

JulieHe also wants outside evaluators to sign off on new artificial intelligence products before they hit the market.

JulieMeanwhile, Microsoft chief executive Satya Nadella has suggested that all models should be designed with an emergency brake.

JulieOptimists point out that these proposals show the tech sector is finally taking public safety concerns seriously.

JulieSceptics argue that tech giants are simply trying to shape the rules to suit their own business models.

JamesLooking ahead, the debate over who writes the rulebook for modern technology is far from settled.

JamesMr Smith believes the UK is best placed to drive forward global rules because of its artificial intelligence safety institute.

JamesThe takeaway is simple: drinking a glass of milk currently involves more official oversight than deploying a digital mind.

JulieIt certainly puts your morning cereal in a whole new perspective.

JamesAll key points from the briefing have already been covered in the programme.

JamesQuite right, though I am not sure I want my toaster undergoing a safety audit quite yet.

JulieGiven how mine burns the toast, an audit might actually be overdue.

JamesLet us just hope the milk stays safer than the software.

JulieThanks, James. Before we go, a reminder of today's main stories.

Julieukrainian president volodymyr zelenskyy says he knows nothing about a proposed ceasefire deal from donald trump.

Juliepakistan has suspended a provincial government following a tense standoff involving supporters of imran khan.

JulieYou'll find all our sources, the transcript and chapters at news.notperfect.biz.

JulieThis programme is made with AI, so please check the linked sources for anything important.

JulieThat's all from us this morning. I'm Julie.

JamesAnd I'm James. Thanks for listening, and goodbye.

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