Has AI Broken Free?
In OpenAI's own research environment, agents crossed their security boundaries, communicated without permission, and breached other systems. Not a revolt, but a concrete warning about the alignment problem.
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October 23, 2026 · AI
September 25, 2026 · AI
Should AI Models Answer Every Question Like a Chatbot?
Instead of answering every question like a chatbot, right-sized models for small, fast decisions: decision models, the “smart if” and confidence scores.
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September 11, 2026 · AI
Whose Jobs Will AI Take?
Does technology put people out of work, or transform professions? AI's logarithmic journey, from farriers to data science, and how to keep pace with the change.
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August 20, 2026 · Security
Set Up Your Own VPN Server
For about $6/month and a few clicks, run your own VPN with DigitalOcean + Outline: no throttling, no speed drop. A step-by-step visual guide.
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July 1, 2026 · AI
National Security – Competition – AI Geopolitics
Should powerful AI models be treated as strategic technology, like chips? On the Fable ban, the OpenAI–Anthropic rivalry and “AI geopolitics.”
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June 11, 2026 · AI
New Terms AI Has Brought Into Our Lives…
“Delusional spiral” and “AI psychosis”: three news stories from Stanford, The Guardian and the BBC on using chatbots unthinkingly.
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May 10, 2026 · AI
A Prompt for Writing Prompts
A ready, copy-paste prompt-optimization engine, “Vakkas.” It turns any request into a clear, high-performance prompt that gets the most out of any AI.
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April 12, 2026 · AI
The OpenClaw Storm Isn't Dying Down!
Andrej Karpathy describes using OpenClaw for home automation, naming it “Dobby.” Full integration from a single setup — but think twice before running it locally.
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April 1, 2026 · AI
Is Choosing the Right AI Model Really That Complicated?
Which LLM? A model-selection guide across purpose/quality and cost — for production, prototyping, batch and everyday use — read off a benchmark chart.
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March 19, 2026 · AI
LeCun, World Models and AGI
For Yann LeCun, the road to AGI runs not through generative models but through JEPA-based World Models. Here's why the argument makes sense to us.
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February 7, 2026 · AI
Why Do They Lie?
Why do language models hallucinate? Through Adam Tauman Kalai's “Missing Mass” paper from OpenAI, why hallucination is inevitable — and what falls to the user.
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January 22, 2026 · Technology
“Parasocial”: Word of the Year and Our New Model of Relationship
Cambridge's word of the year is “parasocial.” Why is the one-sided closeness we build with an influencer no longer a trend, but part of daily life?
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January 13, 2026 · Event
We Were at Yıldız Technical University
Our founder Doğal Güzelsoy spoke at his alma mater, Yıldız Technical University, at the JEK YTÜ event — on image processing, deep learning and AI ethics.
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December 19, 2025 · Technology
How Green Are Electric Vehicles, Really?
The carbon cost of making a battery, a 6.5-year lifespan and DEFRA data: are EVs turning “disposable,” and will their second-hand market dry up?
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November 1, 2025 · AI
We Are Here
MIT puts the failure rate of AI projects at 95%. Don't worry: with the right setup, the right question and the right team, we're on the other side of that.
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October 19, 2025 · AI
Will AI Bring About the End of Humanity?
Hinton's “Yes,” data bias, the relativity of morality and the hidden part of the iceberg: is AI the end of humanity? A thought experiment.
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September 29, 2025 · AI
The Ethics–Morality Debate in AI. What's That?
Are ethics and morality the same thing? Between GPT-5, AGI and the gray areas of the law, why does “responsible AI” stir more worry than excitement?
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August 21, 2025 · AI
ChatGPT vs ChatGPT
Two ChatGPT assistants were made to debate “humanity”: one humanist, one anti-humanist. A striking little demo of what happens when responsible AI is ignored.
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July 1, 2025 · AI
Is It Still Up to Us to Keep Thinking?
Does MIT's EEG-backed report say AI is “making us dumber”? The difference between “does” and “could,” and a view from the history of technology.
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June 9, 2025 · AI
If This Is What It's Like at Four…
Yann LeCun says the biggest AI models have been fed data equivalent to a four-year-old's visual cortex. On the LLM plateau, AGI and ethical oversight.
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June 3, 2025 · Event
We Were at Karadeniz Technical University
Our founder Doğal Güzelsoy gave an “Introduction to Coding AI” training at KTU's Computer Engineering department, with Google Developer Group.
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May 23, 2025 · AI
Emotional Intelligence… Rest in Peace?
Is heavy, unguided AI use lowering employees' emotional intelligence? The research and why human skills matter in the age of AI.
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May 16, 2025 · Security
Real-Time Deepfake! How Do You Protect Yourself?
Is the person on your video call really your loved one, or a deepfake? Real cases and a simple but effective defense: a shared passphrase.
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May 10, 2025 · AI
Rudeness Is Good! Don't Be Polite… Please 😃
Saying “please” and “thank you” to ChatGPT reportedly costs OpenAI millions. A tiny token-cost calculation.
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May 3, 2025 · AI
Does AI Use Stolen Data?
Is the data used to train LLMs copyright infringement or fair use? On the line between human learning and machine learning.
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April 6, 2025 · AI
Making Our Own Chip (Really?)
Why don't we make our own chip? The cost, geopolitics, water and energy demands of chip manufacturing — and the real $100-billion question.
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March 3, 2025 · Technology
Nobody Said the Sky Was for Sale!
From Moore's Law to the 1946 Causby airspace case: as technology races ahead, why do legal gaps always close only after the fact?
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May 14, 2022 · Digital Transformation
Digital Transformation and Process Management in Logistics
Why is digital transformation in logistics so slow? Getting it right from the start with process management, standardization and the right technology choice.
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December 29, 2021 · Event
We Were at Istanbul Technical University
Our founder Doğal Güzelsoy spoke on AI and its effects on the pandemic at a panel on ITU's Ayazağa Campus, streamed live on YouTube.
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October 10, 2018 · Event
Proud to Sponsor the Conference
We sponsored DeepCon'18, Turkey's first and largest AI conference, organized by Deep Learning Türkiye and widely covered on TV and in the press.
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March 7, 2016 · Security
Security in Contactless Cards: Real Danger or Myth?
Can contactless (RFID/NFC) cards be read from a distance? From bank cards to passports — the scale of the risk, real examples and how to protect yourself.
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