What Bosses Believe, What Builders Know (Sarah’s Tech S1·E08)

80% of European industrial companies say they have an AI strategy. The developers who build the actual products trust AI output at 29%. Someone here is wrong — or, more uncomfortably, nobody is.

The new episode of Sarahs Tech is out, and it lives in the gap between those two numbers.

What this episode is about

We start with a bet. Before the jingle, Markus claims AI makes him about twenty percent faster. Would he put money on that? He shouldn’t. A research lab recently put a stopwatch on experienced developers working on real tasks — randomized, screens recorded, time measured. With AI, they were 19% slower. And afterwards, they estimated they had been 20% faster. That forty-point gap between feeling and reality is the theme of the whole episode.

From there, we take the elevator through European tech, floor by floor:

The status report from the wall. The EU AI Act’s transparency rules go live on August 2nd — and no, the „delay“ you read about doesn’t apply to you. The high-risk rules were pushed to 2027 and 2028; the labeling duties arrive on time. There are official EU icons now („AI GENERATED“ / „AI MODIFIED“), the label belongs inside the content rather than the caption, and unlike NIS2, anyone with a smartphone can spot a violation. We walk through what that means for marketing teams, agencies, publishers and podcasters — including one detail that surprised us: AI translation counts as content that needs marking.

The view from the top floor. A fresh survey asked 800 industrial decision-makers across eight European countries about digital strategy. The results look great. Suspiciously great: 88% have a digitalization strategy, 80% an AI strategy, 92% plan new digital business models within three years. We do the source criticism this study deserves — and then dig out the three findings that are genuinely revealing. Data sovereignty ranks only third among infrastructure priorities, behind security and cost. Only half of decision-makers see Europe as one unified market — and the country that believes in it most is Germany, while France believes in it least. Germany dreams the European dream. Alone.

The view from the workbench. The people actually building the products tell a different story. Developer adoption of AI tools is basically done (84%), but trust in the output collapsed to 29% — and the most experienced developers are the most skeptical. Two thirds name the same frustration: solutions that are almost right, but not quite. Meanwhile, DACH freelancers have quietly turned pragmatic: more than half use AI daily, 18% already report lower hourly rates because of it, and 44% don’t tell their clients at all. That silence gets expensive after August 2nd.

We close with a practical four-step checklist to get ready for the deadline — inventory, review workflow, labels, contracts — plus one piece of advice for freelancers that has survived every technology Markus has worked with since 2000: say it before they ask.

One more thing

We open this episode with a confession. Sarah — the host this show is named after — doesn’t exist. Her voice is synthetic, her personality is a writing device, and everything she says is researched, written and editorially owned by Markus. From August 2nd, that disclosure becomes a legal requirement. We’re just early. Full concept behind Sarah: markus.technology/sarah

Listen now

🎧 Listen to the episode on your favorite podcast app or directly here:

The Kill Switch Is Not Where You Think | A Sanctions Listing, a Domain on Hold, and the Layer Below the Law – Sarah's Tech

Episode 16: The Kill Switch Is Not Where You ThinkA server in Italy stayed powered on the whole time, and the website on it vanished anyway. This episode follows what actually broke — the name first, then the money — and why a European hoster's liability privilege was worthless the moment pressure arrived from underneath it. In this episode: 00:00 Cold Talk & Housekeeping. The December deadline for machine-readable marking under Article 50(2), Nvidia's roughly $13bn Hugging Face agreement as an answer to last episode's ROI question, and the date the imaginary ETF basket was fixed. 03:08 The Server Is Fine. Powered on, unreachable. Nothing on the machine failed. 04:40 What Actually Happened. The 26 August SDGT designation under EO 13224, the allegations, the denial, why a sanctions listing is not an FTO designation, plus the wind-down clock. 08:20 Anatomy of a Shutdown. Four layers: name, money, reach, certificates. The .org registry sits under US contracts, and an Italian bank suspended an Italian account over secondary sanctions risk. Who set the domain hold stays open, because it is. 12:45 Two Legal Orders, One Server. The DSA privilege assumes notice, response, eventually a court. A designation is an executive determination. The collective still holds the privilege — it is simply worthless. 16:15 What If We Just Said "No"? Article 48 GDPR says refusing a US data demand is correct. E-Evidence gives European prosecutors ten days, or eight hours in emergencies. No equivalent exists across the Atlantic. 20:25 The Case Against Me. Sarah's rebuttal: an extreme case, diversification that manufactures fragility, and infrastructure that cannot be switched off for bad reasons cannot be switched off for good ones. 22:37 What To Take Away. Draw the real map, know which link goes first, make the cheap changes not the dramatic ones. 27:00 Outro Song. "Europe On The Wire" (Eurodance mix) — like the host, mainly synthetic. Key Takeaways: Hosting Is the Last Layer, Not the First: The name went first, the bank account second. Server location was never the exposed part. Sanctions Work Through Third Parties: Make staying riskier than leaving and everyone leaves unprompted — including a bank that objected publicly while doing it. The Privilege Assumes a Procedure: Europe established that a hoster is not the judge of its users. It never addressed the hoster as defendant, without a trial. The Difference Is Reach, Not Rigour: The EU terror list is a Council decision, not a court ruling. But an EU listing cannot take an American host offline. The reverse works. Sources (links at sarahs-tech.eu): the Treasury and State Department announcements of 26 August 2026, OFAC General Licence 36, the collective's response, Banca Etica's statement of 1 September, DSA Articles 4–9, Article 48 GDPR, Regulation (EU) 2023/1543, AI Act Article 50. Disclosure: Sarah Vailby is a synthetic host, AI-generated and disclosed in every episode under the AI Act's transparency rules. Markus works in web hosting; nothing here reflects an employer's position. Neither host has seen the evidence behind the designation, and both the allegations and the origin of the domain hold are left unresolved on purpose. Feedback: Draw your own map. Which top-level domain, which registrar, which payment provider, which certificate authority — and how many answer to a jurisdiction you did not choose? Has anyone changed a supplier over this, or is it a slide? Write to feedback@experten-system.de.

All sources — the FACIS survey, the Stack Overflow Developer Survey, the METR stopwatch study, the freelancer studies, the Article 50 guidelines and the Code of Practice with the icons — are linked in the show notes.

Are you the manager with the strategy, the developer with the trust problem, or the freelancer deciding whether to tell the client? Write to us — the best stories make it into a future episode, anonymously if you prefer.

Sarahs Tech — a show hosted by someone who doesn’t exist, with facts that very much do.