Dai Vaughan
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daivaughan.uk
Dai Vaughan
@daivaughan.uk
Geek. Cymru. Digital technology specialist. Consulting Practice CTO at Public Digital. Independent Member for Digital at Aneurin Bevan University Health Board. Co-founder of GDS. Views my own.
Reposted by Dai Vaughan
🚨Airbus has just confirmed to me that this issue does indeed relate to single-event upsets, also known as bit flips🚨
This is pretty massive.

There is scant detail so far but they say "solar radiation" has caused problems for some aircraft.

This *could* be related to single-event upsets, where cosmic rays trigger computer errors. I've asked Airbus if they can share more detail.

www.bbc.co.uk/news/live/cv...
Flight disruption warning as Airbus requests modifications to 6,000 planes
The European aerospace giant said it had found that intense radiation from the Sun could corrupt data crucial to flight controls.
www.bbc.co.uk
November 28, 2025 at 10:07 PM
Interesting thread. Concludes with this issues being related to corrupted bits caused by solar radiation.
This is pretty massive.

There is scant detail so far but they say "solar radiation" has caused problems for some aircraft.

This *could* be related to single-event upsets, where cosmic rays trigger computer errors. I've asked Airbus if they can share more detail.

www.bbc.co.uk/news/live/cv...
Flight disruption warning as Airbus requests modifications to 6,000 planes
The European aerospace giant said it had found that intense radiation from the Sun could corrupt data crucial to flight controls.
www.bbc.co.uk
November 28, 2025 at 11:44 PM
Reposted by Dai Vaughan
This is pretty massive.

There is scant detail so far but they say "solar radiation" has caused problems for some aircraft.

This *could* be related to single-event upsets, where cosmic rays trigger computer errors. I've asked Airbus if they can share more detail.

www.bbc.co.uk/news/live/cv...
Flight disruption warning as Airbus requests modifications to 6,000 planes
The European aerospace giant said it had found that intense radiation from the Sun could corrupt data crucial to flight controls.
www.bbc.co.uk
November 28, 2025 at 8:48 PM
Reposted by Dai Vaughan
🚨 NEW: 'FROZEN 2': 🧊 Here's the Wales Fiscal Analysis team's first breakdown on what the 2025 Autumn Budget means for Wales

🚨NEWYDD: Beth mae Cyllideb y Hydref 2025 yn ei olygu i Gymru? Dyma ddadansoddiad cyntaf o'r newidiadau sydd ar y ffordd

blogs.cardiff.ac.uk/thinking-wal...
Frozen 2: Tax Freezes, the 2-Child Limit (and what the 2025 Autumn Budget means for Wales)
Showcasing current research, comments and analysis on the law, politics, history, culture, government and political economy of Wales from the Wales Governance Centre.
blogs.cardiff.ac.uk
November 27, 2025 at 12:23 PM
Reposted by Dai Vaughan
I also write about how little the floods have been covered in national newspapers, and how appalled I am that the Prime Minister has said nothing to the people of Monmouthshire directly. Please read and share. www.thenerve.news/p/storm-clau...
Storm Claudia puts Wales under water – why did these record-breaking floods barely make the news?
On the frontline of a deluge on the Welsh borders, Jude Rogers heard local stories of devastation and heroism – but incredibly the disaster was hardly referred to in Westminster and the national press
www.thenerve.news
November 22, 2025 at 4:51 PM
Reposted by Dai Vaughan
Last Friday night and Saturday morning, Monmouthshire was hit by devastating floods. Monmouth’s high street, a place that I’ve barely known wet before, became a high roaring river (see the pictures of how it lies normally, as it did on Thursday, with the flooded Waitrose high above).
November 22, 2025 at 4:41 PM
Reposted by Dai Vaughan
Not sure who made this, but probably the most accurate representation of the current state of tech to date
November 20, 2025 at 10:59 PM
Reposted by Dai Vaughan
A huge thank you to Steph, Penny, @mhwauben.bsky.social & Michelle for a pre-Christmas cracker of a Data Bites @publicdigital.bsky.social last night

Watch back bit.ly/databites60

& check out the new StatsWales, the new Stats Code of Practice, the Data for London Library & the Census consultation!
Join Slido: Enter #code to vote and ask questions
Participate in a live poll, quiz or Q&A. No login required.
bit.ly
November 19, 2025 at 11:49 AM
Reposted by Dai Vaughan
South Wales Fire and Rescue declared a major incident in Monmouth in the early hours of Saturday.
Major incident declared as Storm Claudia fallout continues
www.standard.co.uk
November 15, 2025 at 5:54 AM
Reposted by Dai Vaughan
Oh god.

[we are okay]

This is hugely upsetting.
November 15, 2025 at 7:41 AM
A bit of a holiday rant...

We need to stop designing "target architectures." They're a fantasy. A waste of money.

An approach that forces decisions too early, kills speed, and guarantees you'll never fix legacy tech.

A utopian plan that's an anchor, not a map.

dafyddvaughan.uk/blog/2025/th...
The bridge to nowhere: Why your ‘Target Architecture' won’t ever deliver
Stop funding fictional target architecture blueprints and start funding empowered, long-lived teams. The traditional, rigid approach is too slow for the age of AI and will never solve your real-world ...
dafyddvaughan.uk
November 3, 2025 at 10:31 AM
Reposted by Dai Vaughan
New post on the Transform Wales blog from @niacampbell.bsky.social.

We've learned the language of digital in Wales - agile, user-centred, transformation. Now it's time to learn how to live it.

transform.wales/blog/2025/pr...
October 27, 2025 at 3:18 PM
Reposted by Dai Vaughan
A huge thank you to Simon @metoffice.gov.uk, @elmosmoe.bsky.social @scottishaialliance.bsky.social, James from JDAC and Lauren from GIAA for a brilliant Data Bites AI special @publicdigital.bsky.social last night

Watch back as live (write up/audio/slides to follow) bit.ly/databites59
Data Bites #60 — Public Digital
public.digital
October 24, 2025 at 7:14 AM
Reposted by Dai Vaughan
Welsh word of the day:

Gobaith - hope

medium.com/@DyfrigJones...
Learn a Welsh word: Gobaith
(It means hope)
medium.com
October 24, 2025 at 6:35 AM
Reposted by Dai Vaughan
My latest newsletter with all the analysis from a historic Caerphilly byelection

willhaywardwales.substack.com/p/plaid-smas...
Plaid smash Reform to win in Caerphilly
These are the key takeaways from a massive night in Welsh politics
willhaywardwales.substack.com
October 24, 2025 at 4:29 AM
Reposted by Dai Vaughan
An historic night in Caerphilly / Caerffili as Plaid Cymru end more than a hundred years of Labour representation.

Share of the vote:
Plaid 47 per cent
Reform 35 per cent
Labour 11 per cent

www.walesonline.co.uk/news/wales-n...
Plaid wins the Caerphilly by election in historic result - live updates
Lindsay Whittle is the new Senedd Member and paid tribute to Hefin David and his family in his victory speech
www.walesonline.co.uk
October 24, 2025 at 6:02 AM
New writing from me…
Events like this week’s AWS outage are becoming more and more common. Whether it’s an accidental tech failure like Monday, or a major cyber attack, the only constant is the certainty that something will break.

www.techmonitor.ai/comment-2/th...

/1
The cloud will fail again, so make sure your leadership doesn’t - Tech Monitor
The most important question for a leader is no longer, ‘Have we stopped all bad things from happening?’ but ‘When a bad thing happens, how quickly can we recover?’
www.techmonitor.ai
October 23, 2025 at 8:35 AM
Reposted by Dai Vaughan
TONIGHT!
Happy Data Bites (AI special) week!

Join @publicdigital.bsky.social & me, 6pm Thurs 23 Oct, & hear from:
- @metoffice.gov.uk on AI opportunities
- @scottishaialliance.bsky.social on children's rights & AI
- JDAC (Cab Office) on making data interactive
- Govt Internal Audit Agency on GIAA’s Engines
October 23, 2025 at 7:12 AM
Reposted by Dai Vaughan
A reminder.

Only 6.9% of people in Wales were born overseas.

Just 2.9% of people in Caerphilly were born overseas.

Whereas 38% of medical consultants in Wales were born overseas.

Immigrants are not holding our NHS back, they are propping it up.
October 22, 2025 at 5:18 PM
Reposted by Dai Vaughan
Today's AWS outage demonstrates that 'accidental technology failure' is as much of a risk to company operations as a cyber attack, as PD CTO @daivaughan.uk tells ComputerWeekly.com

www.computerweekly.com/news/3666329...
AWS confirms it is working to 'fully restore' services after major outage | Computer Weekly
Amazon Web Services (AWS) users have experienced an outage today after the public cloud giant's North Virginia datacentre region became beset with technical difficulties
www.computerweekly.com
October 20, 2025 at 4:03 PM
These sorts of major outages are thankfully very rare - but they do highlight how interconnected services now are.

As we saw last year with Crowdstrike, companies that have thought about resilience will be back up and running quickly. Others may take some time.
October 20, 2025 at 8:57 AM
Reposted by Dai Vaughan
JLR, M&S, Co-op and Harrods all allegedly outsourced things like cyber security and service desks to the same supplier
The Elephant in The Biz: outsourcing of critical IT and cybersecurity functions risks UK economic…
Recently, there’s been three major UK ransomware and/or extortion incidents at three big UK companies — Co-op Group, Marks and Spencer and…
doublepulsar.com
October 14, 2025 at 9:56 PM
Reposted by Dai Vaughan
Researchers pointed a satellite dish at the sky for 3 years and monitored what unencrypted data it picked up. The results were shocking: They obtained thousands of T-Mobile users' phone calls and texts, military and law enforcement secrets, much more: www.wired.com/story/satell... 🧵👇
Satellites Are Leaking the World’s Secrets: Calls, Texts, Military and Corporate Data
With just $800 in basic equipment, researchers found a stunning variety of data—including thousands of T-Mobile users’ calls and texts and even US military communications—sent by satellites unencrypte...
www.wired.com
October 14, 2025 at 1:03 AM
Reposted by Dai Vaughan
Today, we're launching Transforming Public Services for a Modern Wales. This report sets out a clear path for the next Welsh Government to move beyond short-term fixes and deliver better, human-centred services.

#DigitalWales #PublicServiceReform
October 10, 2025 at 1:05 PM
Reposted by Dai Vaughan
Tanysgrifwyr cylchlythyr – ewch i’ch mewnflychau! 👀

Newsletter subscribers: check your inboxes for news! 👀
October 10, 2025 at 12:26 PM