iiinova — where your digital self keeps evolving

Christian Kreutz @ckreutz.bsky.social · 20/01/2026

Andrea Endara: "Streaming algorithms now function as invisible geopolitics editors. Youth learn more international relations from TikTok than from school." www.youtube.com/watch?v=sfcSRRQG6Mk

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Christian Kreutz @ckreutz.bsky.social · 19/01/2026

State bans are ultima ratio, not ideal policy. But Australia's data is striking: kids upgrade to real social contact instead of seeking workarounds. Even imperfect age verification shifts behavior massively. The real problem: platforms that consistently do too little.

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Christian Kreutz @ckreutz.bsky.social · 04/04/2025

The World Wide Web has reached a critical threshold. First, the open, decentralized web shifted toward platform-controlled silos, now increasingly mined to feed AI models. What remains of the web in ten years? Perhaps only private communities sharing human-only content?

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Christian Kreutz @ckreutz.bsky.social · 02/04/2025

YouTube is crafted video production. TikTok is everyone's spontaneous video diary. Two worlds apart—in content, creativity, misinformation. Yet fully surrendering to TikTok's entertainment-first algorithm redefines what it means to be a digital couch potato: quietly, willingly machine-controlled.

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Christian Kreutz @ckreutz.bsky.social · 31/03/2025

At least one good effect of this scandal. Ppl get more privacy aware & drop bigtech solutions. "SignalGate, as it's come to be called, may be the biggest scandal to hit the Trump administration in its first months in power. But it's been great for Signal." cxd.li/pBrgcA

wired.com

SignalGate Is Driving the Most US Downloads of Signal Ever

Scandal surrounding the Trump administration’s Signal group chat has led to a landmark week for the encrypted messaging app’s adoption—its “largest US growth moment by a massive margin.”

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Christian Kreutz @ckreutz.bsky.social · 28/03/2025

Another way to view the crisis of the West is through Life Long Learning and its investment, which are perceived quite differently in the Global South.

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Christian Kreutz @ckreutz.bsky.social · 24/03/2025

Working with KI chatbots meaningfully is the hardest challenge, especially when moving beyond simple queries toward true Human Enhancement. Current AI models fall short in enabling this deeper collaboration.

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Christian Kreutz @ckreutz.bsky.social · 21/03/2025

Why is user adoption of AI chatbots actually not that breathtaking? Tool fatigue & preference for search, disappointment with mediocre results & privacy concerns, lack of clear use cases beyond hype, and the need to learn new skills for experimentation and effective prompting. cxd.li/4M3eA9

crisscrossed.net

Despite the hype, AI adoption is still lagging

Discover how ChatGPT's explosive debut sparked AI hype—with 400M users—yet both end-user and company adoption still face real, persistent challenges.

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Christian Kreutz @ckreutz.bsky.social · 19/03/2025

Why is it so challenging for companies to make use of AI chatbots? First, it reverses traditional IT practices - from specialized tools with clear rules to one tool serving all purposes without rules. Second, most organizations are too risk-averse for the experimentation LLMs require. cxd.li/4M3eA9

crisscrossed.net

Despite the hype, AI adoption is still lagging

Discover how ChatGPT's explosive debut sparked AI hype—with 400M users—yet both end-user and company adoption still face real, persistent challenges.

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Christian Kreutz @ckreutz.bsky.social · 17/03/2025

Best way to cut through the AI hype? Ask what hasn't happened yet. Despite all the buzz, we still see almost no fine-tuned language models providing quality information about niche topics or local knowledge. Zero such services exist. Just an obsession with big models.

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Christian Kreutz @ckreutz.bsky.social · 14/03/2025

It is crucial to understand the vast differences in AI energy usage when using AI chatbots. For text generation tasks alone, energy consumption can differ easily up to 50 times between models. That's why smaller language models are becoming increasingly important. cxd.li/D2SO4C

crisscrossed.net

AI Power Consumption: Insights from Hugging Face's Dashboard

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Christian Kreutz @ckreutz.bsky.social · 12/03/2025

I love the new AI Energy Efficiency Score dashboard by Huggingface, because it rationalizes the AI energy consumption debate. It matters which Large Language Models you use - their energy consumption varies significantly. huggingface.co/spaces/AIEn...

huggingface.co

AI Energy Score Leaderboard - a Hugging Face Space by AIEnergyScore

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Christian Kreutz @ckreutz.bsky.social · 10/03/2025

Browsing through my reading list of strategy documents, I can skip many after recent developments. Digital development & foreign aid have changed dramatically with USAID's decline & UK FCDO's massive cuts.

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Christian Kreutz @ckreutz.bsky.social · 08/03/2025

Small steps indicate profound change. Only an administrative request was enough to block Ukraine’s access to Maxar satellite data—crucial for military & open-source intelligence communities alike. cxd.li/N3510y

politico.eu

US curtails Ukraine access to satellite imagery

Maxar, a leading provider of commercial satellite imagery to Ukrainian users, says the Trump administration suspended access in Ukraine.

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Christian Kreutz @ckreutz.bsky.social · 07/03/2025

Despite the hype, AI adoption is still lagging. ChatGPT's 400 million users in 2 years sounds less impressive when you consider Google Drive had 3 billion users in 2021. What's holding AI back? My analysis here: cxd.li/4M3eA9

crisscrossed.net

Despite the hype, AI adoption is still lagging

Discover how ChatGPT's explosive debut sparked AI hype—with 400M users—yet both end-user and company adoption still face real, persistent challenges.

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Christian Kreutz @ckreutz.bsky.social · 05/03/2025

Big Data is increasingly replacing official statistics. Combining these two worlds could be valuable - if platforms would share data, which they mostly don't. But that's not the only challenge: Big Data can often be non-representative compared to carefully gathered official statistics. cxd.li/9kA3W6

botpopuli.net

Statistical Sovereignty, Democracy and Big Tech: Challenges of Datafication for National States

The word statistics means ‘science of the state’. This etymological origin is not fortuitous. Under the nation state, the concept of sovereignty acqu...

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Christian Kreutz @ckreutz.bsky.social · 04/03/2025

Can blending AI and human input amplify creativity? By combining multiple AI brainstorming sessions, a single person can gather a trove of ideas. Yet with current large language models, it's still hard work to achieve genuine results. cxd.li/k8oGDs

crisscrossed.net

Machine-Driven Ideation versus Human Collective Intelligence

Explore AI versus human collective intelligence in ideation. Discover how blending machine creativity with human insights sparks innovative, practical solutions.

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Christian Kreutz @ckreutz.bsky.social · 03/03/2025

Recent events have made it crystal clear: Europe needs its own digital public infrastructure, independent from US tech giants. We must reclaim control of our digital public sphere, e-government systems, and critical platforms. The time for digital European sovereignty is now.

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Christian Kreutz @ckreutz.bsky.social · 03/03/2025

Hiring is becoming an AI vs AI game: companies deploy automated interviews while job seekers develop AI tools to beat them. We're drifting toward a future where machines unknowingly talk to other machines in recruiting. Check out this hilarious technical test cheating tool! www.interviewcoder.co/

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Christian Kreutz @ckreutz.bsky.social · 29/01/2025

It is hilarious! The Stargate PR stunt of supposedly investing $500 billion in AI by Altman and Trump was crushed by Chinese Deepseek's shock revelation that good models can cost just a fraction of that cost.

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Christian Kreutz @ckreutz.bsky.social · 16/01/2025

Funny, for many years, most of my time programming was spent debugging code. Now, I have to deal with a black box machine and find ways to see if the code makes sense. Well-functioning code does not mean it is free of various flaws.

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Christian Kreutz @ckreutz.bsky.social · 18/12/2024

Improvisation skills are crucial in complex environments—something Western countries often lack. Take a German street crossing with broken traffic lights. Chaos often ensues as Germans struggle to improvise. Improvisation: A skill increasingly vital for the future.

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Christian Kreutz @ckreutz.bsky.social · 11/12/2024

The Dual Role of Robots in Enhancing elderly Care in Japan: Ethnographic observations evidence finds in cases even more work for care workers through robots. A statistical analysis tells a different tale. Why am I not surprised? cxd.li/QKwJwX

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Christian Kreutz @ckreutz.bsky.social · 09/12/2024

Will research papers become obsolete? According to The Economist, 10% of all research paper abstracts are now created with AI assistance. Imagine if results could be rewritten for every audience, from experts to kids. cxd.li/Yo4XbP

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Christian Kreutz @ckreutz.bsky.social · 03/12/2024

The 50 Mbps threshold is sufficient: The push for faster internet speeds is largely unnecessary for private households and primarily driven by telecom marketing. 50 Mbps easily covers most family needs. cxd.li/ydWvrV

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Christian Kreutz @ckreutz.bsky.social · 02/12/2024

I wonder about the ratio of people writing AI policy papers versus those actually building meaningful AI applications. I bet the numbers are surprisingly close.

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Christian Kreutz @ckreutz.bsky.social · 21/11/2024

Hearing about China's massive Co2 consumption these days, right? But let's not skip the history lesson. This revealing chart says it all. The USA has consumed twice as much as China, and the EU has so far used seven times more than India since industrialization began. cxd.li/kP9iBj

ourworldindata.org

Who has contributed most to global CO2 emissions?

Our impact on climate change is not just about emissions that occur today. How much we emitted in the past also matters.

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Christian Kreutz @ckreutz.bsky.social · 20/11/2024

Large Language Models' impact on Artificial Intelligence reminds me of what the World Wide Web did to the Internet: Both gave access to groundbreaking technology to the masses, leading to vast experimentation with an open-ended future.

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Christian Kreutz @ckreutz.bsky.social · 06/05/2024

after years of avoiding it, i had to use a windows pc for a project. noticed a new skill i've developed: multitasking while i wait for it to respond! 🐢 windows: proving that you can still be the biggest company in the world and still producing crap software.

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Christian Kreutz @ckreutz.bsky.social · 26/04/2024

AI's ability to prioritize information effectively is questionable. Language models lack insight into our personal knowledge bases and fail to summarize what's most relevant. Yet, they can help analyze large text volumes for patterns. cxd.li/Rk70Dl

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Christian Kreutz @ckreutz.bsky.social · 19/04/2024

when you think things can't get any more "efficient", faster, or shorter: from fast fashion to ultra-fast fashion, chinese platforms like pinduoduo are now directly "connecting" consumers with factories through their platform, temu. cxd.li/oh74rj

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Christian Kreutz @ckreutz.bsky.social · 18/04/2024

Was LinkedIn ever truly about knowledge sharing? It has evolved into a showcase of ever-changing job titles and achievements. Nowadays, people seem to talk less about what they know and more about grabbing inflationary and ever-expanding pseudo roles.

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Christian Kreutz @ckreutz.bsky.social · 06/04/2024

Robots in caregiving: a boon or a burden? Jame Wright research "Are Robots the Solution to Japan's Care Crisis?" unveils unexpected challenges faced by care staff when integrating robots. cxd.li/Fvk5oO

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Christian Kreutz @ckreutz.bsky.social · 02/04/2024

the 'pig butchering' cybercrime scam epitomizes this shift, merging emotional manipulation with high-tech deceit in a multi-layered exploitation unlike the simpler scams of the old days. it reveals a disturbing reality: victims are found at both ends. cxd.li/wthtbk

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Christian Kreutz @ckreutz.bsky.social · 30/03/2024

the introduction of chatgpt has led to shifts in freelancing platforms, affecting job demand & earnings according to two studies. the effect was swift & unsurprisingly led to a decrease. the more competent freelancers were supposedly more affected. cxd.li/tnecra

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Christian Kreutz @ckreutz.bsky.social · 28/03/2024

staggering number: china consumed more cement between 2011 and 2013 than the u.s. did in the entire 20th century. source le monde diplomatique german edition (march).

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Christian Kreutz @ckreutz.bsky.social · 27/03/2024

With big tech & aid sectors increasingly cooperating, I ponder: How does big tech's monopoly on cloud services restrict solutions and innovation in humanitarian tech? My thoughts on the Access Now report: Mapping Humanitarian Tech. cxd.li/TK0qg3

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Christian Kreutz @ckreutz.bsky.social · 25/03/2024

Prophet Song by Paul Lynch is a great read! It paints a chilling picture of what it would look like if a country like Ireland were to decay into an authoritarian regime.

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Christian Kreutz @ckreutz.bsky.social · 22/03/2024

The impact of technology on our carbon emissions is undeniable, from CPU-draining websites to energy-hungry data centers. I wrote an intro about the different areas of green ICT and a resource list to help get started with green IT and green software. cxd.li/ficZku.

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Christian Kreutz @ckreutz.bsky.social · 19/03/2024

The UK Government Digital Service discovered that 70% of users found chatbots useful. However, is usefulness enough when reliability is at stake? It's certain that chatbots will outperform most search engines, particularly government ones. cxd.li/9m0biS

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Christian Kreutz @ckreutz.bsky.social · 18/03/2024

South Korea's 56-hour digital government outage left 240,000 citizens in limbo, highlighting a crucial fact: Even the world's third-best e-government can falter. The digital government lesson: Perfection is a myth, anticipation of failure is key. cxd.li/oNCsQo

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Christian Kreutz @ckreutz.bsky.social · 14/03/2024

Hurray! Completed my first digital service job from home in Germany with an electronic ID after 8 attempts and 26 swipes over the phone, taking 45 minutes. A classic case of a rule-bound German Digital Government overlooking user needs and design best practices.

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Christian Kreutz @ckreutz.bsky.social · 12/03/2024

generative ai for feedback processing is like using a sledgehammer for surgery. reading about its use in employee surveys & for citizen participation, i couldn't help but laugh. imagine ai prioritize human feedback. what could possibly go wrong? cxd.li/lghzjn

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Christian Kreutz @ckreutz.bsky.social · 08/02/2024

Data leaks & cybersecurity breaches are becoming all too common. One reason: The reputation effect on compromised companies remains low. Stay vigilant with alerts from HaveIBeenPwned cxd.li/PKfVyp

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Christian Kreutz @ckreutz.bsky.social · 29/01/2024

When AI Took Over the ILO: A Hilarious Tale of Predicting Job Impacts The ILO has recently conducted a study examining the potential impact of generative AI on the job market. Instead of relying solely on their own research, they turned to chatGPT for its prediction of automation. bit.ly/3tVWXRD

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Christian Kreutz @ckreutz.bsky.social · 26/01/2024

Positive news from Germany against hate speech. German court mandates Meta to seek and remove such content, shifting duty from users to company. Turning the principles of the Communications Decency Act of 1996 (USA) that brought us into this mess. cxd.li/fd8FMc

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Christian Kreutz @ckreutz.bsky.social · 24/01/2024

Ventured into using two automated delivery services, only to find algorithms faltering at real-world exceptions due to rigid machine protocols. A testament to the limitations of automation in adapting to life's unpredictabilities and challenges when humans are out of the loop. bit.ly/3Hw6eCX

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Christian Kreutz @ckreutz.bsky.social · 22/11/2023

exploring the evolving world of digital-ready legislation. it's a fascinating mix of ambition and limitation, from denmark to the eu. making laws digital-friendly is one thing, but these principles barely focus on citizens, their impact, and feedback loops www.crisscrossed.net/en/blog/prin...

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Christian Kreutz @ckreutz.bsky.social · 17/11/2023

spent a day unraveling the complex web of eco-tech terms. green tech, clean tech, green it - they're not all the same. my takeaway? it's a mix of hope and hard truths about our environmental impact. check out my latest blog post www.crisscrossed.net/en/blog/deco...

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