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Owning your hardware, your data, and your models is no longer a luxury. It’s the difference between being a true AI‑driven organization and being permanently dependent on someone else’s roadmap, pricing, and privacy policies. 🧇 When you control the hardware, you control the cost curve. Not every model needs a GPU farm. Under the right architecture, you can train highly capable models on CPUs, on‑prem, with predictable cost and zero data leakage. 💾 When you own the data, you

Tim Cook’s departure after fifteen years as CEO marks a defining crossroads for Apple, not only in leadership, but in identity. Under Cook, Apple became a financial superpower: revenue nearly quadrupled, market value rose by $3.6 trillion, and the company transformed into what one expert in the transcript calls "a giant machine.” Cook’s genius was operational: global supply‑chain mastery, the China Mobile breakthrough, and the expansion of services that monetized the billion‑

It took 19 years and 2 months for my daughter to learn how to drive a manual car in the spaghetti‑like streets of Athens. Yet after two decades of global R&D , I still don’t see a single truly driverless car navigating the chaos of Athenian traffic. And that contrast matters Despite the hype, fully autonomous driving remains one of the most expensive, complex, and prolonged technology quests of our era . Google began its self‑driving project in 2009 , later becoming Waymo, n

When a geostrategic mastermind like Henry Kissinger co-authors a book on Artificial Intelligence, it’s a signal we cannot afford to ignore. It proves there is a profound, unbreakable interconnection between the technology of the future and the power structures of the global stage. AI is no longer just a "tech topic", it is the new frontier of human history. In "Genesis: Artificial Intelligence, Hope, and the Human Spirit," the late Henry Kissinger, alongside Eric Schmidt an

Veritasium's Derek Muller and MKBHD (Marques Brownlee) ran a fascinating (and unsettling) experiment: they drained $10,000 from a fully locked iPhone using nothing but a small reader and a laptop. The phone screen never turned on. 🧠 What happened A video by Henry Reich (Veritasium) shows researchers successfully taking $10,000 from a locked iPhone belonging to Marques Brownlee . The phone was never unlocked, and no authentication (Face ID, passcode) was used. ⚙️ How the at

If you want to be serious about AI, you need to think beyond just using models, you need to think about owning the stack . That means your model, your infrastructure, your safety layer, and your AI cybersecurity posture . Most teams today are still operating at the surface: calling APIs, plugging in copilots, experimenting with prompts. That’s fine for exploration. But it’s not where durable advantage, or real risk management, lives. Because the moment AI becomes core to your

The eye-popping of AI giants, like OpenAI (valued at $852B as of March 2026) , NVIDIA , Microsoft, Google, etc, are often misunderstood. While public markets look at monthly subscription revenue ($20/month for a "Pro" plan), venture capitalists and institutional investors are looking at something far more valuable: the Data Arbitrage. OpenAI’s $852B valuation is a massive bet on future dominance rather than current profits. Despite a soaring $25B revenue run-rate, the company

What if the real skill in the age of AI isn’t knowing the answers, but asking better questions? When I think about this, I’m reminded of Raphael's masterpice, The School of Athens . In that timeless scene, philosophers aren’t memorizing facts, they’re debating, questioning, challenging each other. Knowledge begins with curiosity. AI works the same way! The quality of what we get from AI depends entirely on the quality of what we ask. A vague question leads to a generic answer

In a recent conversation, Jensen Huang clearly states to Lex Fridman's show that: 📢 "If I have a choice between a new college graduate with no clue what AI is and one that is expert in using AI, I would hire the one who's expert in using AI." This statement is hardly controversial, it reflects the direction the market is heading and a reasonable point: knowing the tools of the era matters. From the other side, let’s be cautious not to generalize it into something broader tha

Data from the Graypes evaluation engine for 2025 reveals a significant pivot in the global AI landscape. While "toy apps" dominated headlines in previous years, our proprietary assessment metrics show that serious capital and talent are now migrating toward Pragmatic AI solutions that solve fundamental human and industrial challenges. According to our 2025 partition of AI -related companies requesting business evaluation , the key distribution per sector is as follows: �

René Magritte visualized that the representation of an object is not the object itself. Today, looking at the Porsche AG stock chart ($ P911.DE ), we see a similar paradox. The brand remains a symbol of luxury, yet the Free Float Market Cap has "collapsed" to approximately €16.6 Billion ($18 Billion) as of March 2026. 💡 The Harsh Reality Despite the prestige, Porsche AG has struggled to fulfill the high expectations of the EV transition. In a world dominated by software

Πόσο έτοιμη είναι η Ελλάδα για κυβερνοπόλεμο; Ποιος ελέγχει πραγματικά την τεχνητή νοημοσύνη; Και πώς τα deepfakes αλλάζουν τον πόλεμο και την πολιτική; Ο Φεντερίκο Καρράσκο , επιστήμονας πληροφορικής και ειδικός σε θέματα Τεχνιτής Νοημοσύνης, Κυβερνοασφάλειας, Πολυμέσων και Metaverse, με σπουδές στο τμήμα Μηχανικών Η/Υ και Πληροφορικής, της Σχολής του Πανεπιστημίου Πατρών, ιδρυτής Graypes , μας ξεδιπλώνει τον κόσμο του υβριδικού πολέμου, της ρομποτικής, των αλγορίθμων, και τ

In this insightful podcast with Kanellos-John Patsios , we delve into the world of hybrid warfare , robotics , algorithms , and psychological operations, discussing: 📍 Artificial Intelligence: how it started, how it works in everyday life & in war 📍 Algorithms & Data Centers : who owns our data 📍 Robotics: its history and its military application 📍 Hybrid warfare: information warfare, psychological operations ( PSYOPS ) 📍 Deepfakes: how they can deceive you with

The image shown is a parallax reinterpretation of the famous painting by Plymouth-born artist Solomon Alexander Hart (1806–1881), titled The Proposal of the Jews to Ferdinand and Isabella. It was generated using a well-known text-to-image LLM after a brief discussion with the model about geopolitics , history , and Judaism . Both the original painting and this version refer to the persecution of Jews in Spain under Isabella I of Castile, culminating in the Alhambra Decre

or You’re buying a Toothbrush with the tech of a self-guided missile! When companies sprinkle AI onto everyday products, it’s hard not to wonder what’s real innovation and what’s just glossy marketing . Oral-B's claim is a perfect example, and the truth sits somewhere in the middle. 💡 The system uses 3D tracking across 16 tooth zones and an AI Brushing Recognition model trained on over 1,000 recorded brushing behaviors. It interprets motion and position data from the

Enjoy at: https://youtu.be/5CYvL4jAN3k

I spent the week from 19 to 23 of January 2026, in the World Economic Forum (WEF) , Davos Switzerland, where the world discusses the future of the global economy. Yet, when a day before start, I opened my Deutsche Bank mobile banking app to check my available cash , I was greeted by … nothing. A literal blank screen, as you can see in the actual screenshot. The irony? They just pushed a software update a few days ago. And this isn’t the first time I’ve encounter

During the 2026 Spring Festival Gala in China on February 16, humanoid robots took center stage in one of the most watched broadcasts in the world. The event, marking the beginning of the Year of the Horse, featured advanced AI-embodied robots performing synchronized martial arts routines alongside young human performers. The level of coordination, fluidity, and real-time harmony between humans and machines was astonishing. It wasn’t a tech demo in a lab. It was a prime-time

It has long been one of the software industry's most expensive paradoxes: why does a company that started with two people in a garage eventually require five hundred engineers to maintain a single platform? In an era defined by the "Lean Startup" mindset and increasingly sophisticated abstraction layers, the bloated headcount of modern tech giants often feels less like a necessity and more like a systemic malfunction. 🚩 The Lean Dream vs. Corporate Bloat The blueprint

The tools we choose shape how we learn , invest , create , and communicate . In 2025, these are the top apps that consistently delivered value , reliability , and real impact in my daily workflow, assisting my self and my team at Graypes : 📈 eToro More than a trading platform. It’s a trusted ecosystem for social investing. From stocks and ETFs to crypto, eToro stands out for its reliability, strong customer support, and consistent performance. Simply put: it alwa

Οι δύο πλευρές της τεχνολογίας…Αυτή που προορίζεται ή μπορεί να χρησιμοποιηθεί για το καλό του ανθρώπου και αυτή που δοκιμάζεται και εξελίσσεται στα πεδία των μαχών…Δυστυχώς η δεύτερη εκδοχή της, «τρέχει» πάντα πιο γρήγορα από την πρώτη… Ο Φεντερίκο Καρράσκο , επιστήμονας πληροφορικής και ειδικός σε θέματα Τεχνιτής Νοημοσύνης, Κυβερνοασφάλειας, Πολυμέσων και Metaverse, με σπουδές στο τμήμα Μηχανικών Η/Υ και Πληροφορικής, της Σχολής του Πανεπιστημίου Πατρών, ιδρυτής Graypes ,

Στις "Αντιθέσεις", στην ΚΡΗΤΗ TV μια συζήτηση για τις μεγάλες προκλήσεις στον 21ο αιώνα, από την μεγάλη γεωπολιτική και γεωοικονομική εικόνα στην εποχή της λεγόμενης "τεχνολογικής επανάστασης" και την κρίσιμη αντίθεση μεταξύ του δημόσιου ελέγχου και παρέμβασης των κοινωνιών και του ενδεχόμενου ενός "Ψηφιακού Μεσαίωνα" Ο Φεντερίκο Καρράσκο , επιστήμονας πληροφορικής και ειδικός σε θέματα Τεχνιτής Νοημοσύνης, Κυβερνοασφάλειας, Πολυμέσων και Metaverse, με σπουδές στο τμήμα Μηχαν

🎈 Many thanks to each and every one, for the kind wishes!

Note: This is not a joke, it’s an official Google announcement, based on the company’s technical paper titled: "Towards a future space-based, highly scalable AI infrastructure system design." The initiative itself appears technically, potentially feasible; however, the timing and the manner in which it was presented suggest that it may be driven more by investor sentiment and stock support than by an immediate, revenue-generating business strategy. While it’s common for compa

No, this isn’t a joke. What you see in the picture is my Huawei MateBook E (running the almighty Microsoft Windows 11) right before I had to urgently shove it into the freezer. Yes, the freezer. Because apparently, "standby" on Windows now means "let’s fire up the fans and turn this tablet into a portable grill." Excellent work, Microsoft. Truly, a masterpiece of modern computing. Now, as someone who’s been a PC user (and, dare I say, a computer scientist) for most of my adul

It’s October 2025, and at Graypes we are preparing a product demo showcasing real-time smart document search, handling large documents such as books, scientific papers, or university materials, and generating one-page A4 summaries that can be instantly printed. For this demo, we set up 7 printers (all 6–8 years old, low-cost inkjet models from HP ) and connected them to 7 PCs: 📌 3 running Windows 11 📌 4 running Ubuntu 20.04 Here’s what happened: ❌ On Windows 11, w

AI will outperform humans in many areas, especially in tasks involving pattern recognition, data analysis , and decision making . But AI cannot fully replace humans in everything, like sports , because of: ❗️ Physical embodiment & limitations Sports are not just about performance ; they are about pushing the limits of human physicality, dealing with fatigue, injury, aging, and more. Robots might outperform humans in strength, speed, precision, but they don’t have

At Graypes , we conducted extensive testing with nearly 3,500 prompts containing linguistic errors, comparing the performance on content understanding of today’s most widely used large language models ( LLMs ) — including DeepSeek AI , Oktay Sinanoğlu , Google Gemini, Perplexity , Microsoft Copilot, Mistral AI , and Claude . Our evaluation focused on how well each model manages linguistic mistakes across 3,500 prompts, categorized into: 📍 Solecism (grammar/synta

Current valuations of AI companies implicitly assume that, within the next three to four years, these firms will either generate multi-trillion dollars in incremental revenue or enable enterprises to realize a comparable amount in cost savings that directly enhance profitability. To date, there is limited evidence of significant revenue expansion attributable to AI adoption; few executives report that AI has materially increased their top line. What we do observe,

I asked the three widely-used LLMs, Microsoft Copilot, Google Gemini and OpenAI ChatGPT to: 📜 "create the image of a programmer with the USSR flag in the background" While the other two LLMs produced the desired image, Microsoft Copilot responded with this peculiar message: 🚩 "I can't create that image. Combining a programmer with the USSR flag could imply political or ideological associations that may reinforce stereotypes or misrepresent historical context. If you're in

This August, as already mentioned in a previous post, I spent time in the beautiful mountain town of Arosa, Switzerland. To explore the bike trails, I turned to tech, Google, Google Maps, ChatGPT, and a handful of dedicated trail apps. To my surprise, ChtaGPT outperformed Google in helping me discover the best routes, but I also tested a few popular biking apps: ❌ AllTrails → Overly complicated UI. Too many options = no options. ❌ komoot → I couldn’t even log in. Support reac

I spent most of August in the beautiful, picturesque town of Arosa, Switzerland. While there, I wanted to find the best bike trails to explore the mountains. At first, I tried Google Search and Google Maps, but the results were scattered, generic, and not really helpful. Too many alternatives, yet no clear best option. Then I turned to ChatGPT. With just a bit of back-and-forth, I quickly narrowed down to 2–3 great recommendations—and ended up discovering my favorite trail:

We’ve all seen it before: First it was PowerPoint. Then Dashboards. Then "agile." Now it’s AI prompts and "AI strategy." In the last couple of years, I have either been informed of or witnessed firsthand numerous executives and managers with little actual contribution to their organizations suddenly reinventing themselves as "AI visionaries": 🚩 Proclaiming that every task is "easy with AI" 🚩 Evangelizing their "holy" AI prompts 🚩 Boasting they can "do in minutes what onc

AI is transforming video creation, making it easier than ever to turn simple text into dynamic visual content. Over the past few days, at Graypes, we explored several of these tools while working on a series of instructional videos. It was a hands-on dive into what's possible today—and here's a quick sneak peek at what we discovered. 📍 Leading the innovation is Sora by OpenAI, capable of generating cinematic scenes from text with stunning realism. 📍 Runway’s Gen-3 Alpha de

Over the past two years, following the explosion of large language model (LLM) tools like ChatGPT, Gemini, and DeepSeek, we at Graypes have witnessed a sharp increase in business proposals submitted for assessment. Astonishingly, around 65% of these proposals seem to follow the same templated narrative, which goes something like this: 📎We are developing a cutting-edge solution that substantially improves <a_trending_field> by leveraging the power of Artificial Intelligence

Wimbledon, one of the most prestigious events in tennis, is already underway, bringing together the world’s elite players in a celebration of talent, tradition, and passion. ❗️No conversation about Wimbledon is complete without mentioning the legendary Roger Federer—a name synonymous with grace, excellence, and sportsmanship. With 20 Grand Slam titles and a record 8 Wimbledon trophies, Federer didn’t just play tennis—he redefined it, making the extraordinary look effortless.

An impressive result after analyzing the top 100 most-viewed videos on YouTube, published after January 2023. In Graypes GmbH we recently...

Large Language Models (LLMs) are trained on massive datasets of text, allowing them to understand and generate natural language,...

In navigating AI technologies, during the last +7 years, within my business, Graypes GmbH , the palpable underrepresentation of Europe in the AI landscape becomes glaringly apparent. Morever, during my recent visit to Davos for the World Economic Forum 2024, the deficiency in EU technological prowess in AI was unmistakable, in contrast to the robust regulatory framework. The US is the global leader in AI, both in terms of research and development, and in terms of adoption a

A peculiar (but not so unexpected) outcome popped up while evaluating the business model of an energy-related SaaS company. Denmark is...

Google has the best business model ever invented in the history of capitalism. Still, sooner or later, competition becomes challenging....

Who is the Beauty and who is the Beast? That question might sound like an excellent exercise for an AI Machine Vision robot, inspecting...

ChatGPT is the latest sacred totem in our software industry. Its the latest optimized language bot, recently (November 30, 2022) released...

"In the midst of every crisis, lies great opportunity." Albert Einstein This 2022 global energy crisis is a "Chronicle of a Death...

"If I had asked the public what they wanted, they would have said a faster horse." Henry Ford (1863 – 1947), Founder of Ford Motor...

In our digital era there is a plethora of software tools, assisting innovators creating even for free, their SaaS prototype or SaaS product.

"Love is in the Air" is a 1977 disco song by Australian singer John Paul Young. It became a worldwide hit in 1978, peaking at No. 3 on...

Elizabeth Holmes, founder of Theranos, has been found guilty on four of 11 charges of fraud, concluding a high-profile trial that...

68% of the businesses registered in Graypes, from January 2020 as of today, March 2021, under the technology sector of Medicine and...