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From Vibe Coding to Agentic Engineering: Evolution or Rebranding?Just about a year has passed since the term “Vibe Codin...
08/03/2026

From Vibe Coding to Agentic Engineering: Evolution or Rebranding?

Just about a year has passed since the term “Vibe Coding” began circulating widely in the software development community. Today, however, many already consider the concept outdated, as new developments are being introduced under a different label: Agentic Coding or Agentic Engineering. The term Vibe Coding was popularized by Andrej Karpathy and referred to a development approach where programmers rely heavily on large language models (LLMs) to assist with coding tasks....

Just about a year has passed since the term “Vibe Coding” began circulating widely in the software development community. Today, however, many already consider the concept outdated, as new developm…

Eighty Years After ENIAC: The Next Frontier of HPCToday marks the 80th anniversary of ENIAC, launched in February 1946, ...
15/02/2026

Eighty Years After ENIAC: The Next Frontier of HPC

Today marks the 80th anniversary of ENIAC, launched in February 1946, the first general-purpose computer. This 30 ton beast was nearly 1,000 times faster than its rival of that time. Today’s premium smartphones are roughly 1.000.000.000 (one billion) times faster than ENIAC.The striking truth is that, despite the availability of such immense computing power even for ordinary people, humanity struggles with computational limitations even more than in the mid of 20th century....

Today marks the 80th anniversary of ENIAC, launched in February 1946, the first general-purpose computer. This 30 ton beast was nearly 1,000 times faster than its rival of that time. Today’s premiu…

The Best Technology is one you don’t Notice. Time to stop talking about AI and let it Working.The Best Technology is one...
06/02/2026

The Best Technology is one you don’t Notice. Time to stop talking about AI and let it Working.

The Best Technology is one you don't Notice. Time to stop talking about AI and let it Working. Gartner Hype Cycle. The way both large and small companies talk about AI has noticeably changed compared to just two years ago and there is a good reason for that. Historically, every major technology arrives surrounded by intense hype. Over time, this excitement settles as technical experts gain a deeper understanding of the technology and business leaders begin to assess its real, practical value....

The Best Technology is one you don’t Notice. Time to stop talking about AI and let it Working. Gartner Hype Cycle. The way both large and small companies talk about AI has noticeably changed …

Memory Shortages as a New Driver for Software Engineering and OptimizationIf you can earn same without investing to expa...
17/01/2026

Memory Shortages as a New Driver for Software Engineering and Optimization

If you can earn same without investing to expanding production, why not to use that opportunity.The global shortage of memory chips has become a defining challenge of the current computing landscape. Paradoxically, this situation creates a win–win scenario for memory vendors and hyperscalers: limited access to on-premise computing hardware drives greater reliance on cloud services, where resources can be pooled and monetized more efficiently....

If you can earn same without investing to expanding production, why not to use that opportunity.The global shortage of memory chips has become a defining challenge of the current computing landscap…

It was a pleasure to participate in the Science–Industry Round Table Discussion organized by 4SIM.Academia serves as the...
15/10/2025

It was a pleasure to participate in the Science–Industry Round Table Discussion organized by 4SIM.Academia serves as the center of brain power — it cultivates skilled professionals and generates scientific knowledge. At the same time, it relies on application platforms and funding to bring research outcomes to life.Industry, on the other hand, functions as the main application platform where value creation and financial sustainability are key performance indicators....

It was a pleasure to participate in the Science–Industry Round Table Discussion organized by 4SIM.Academia serves as the center of brain power — it cultivates skilled professionals and generates sc…

South Caucasus Conference on Artificial Intelligence SCCAI 2025 It was a great pleasure to participate in the South Cauc...
11/10/2025

South Caucasus Conference on Artificial Intelligence SCCAI 2025 It was a great pleasure to participate in the South Caucasus Conference on Artificial Intelligence (SCCAI 2025) held in Tbilisi, Georgia. It was also a truly rewarding opportunity to address an audience of diverse backgrounds — from students to industry professionals — with my keynote speech, “The Limits of Intelligence in Modern AI: Engineering Consciousness and Awareness for Human-Like Cognition.”...

South Caucasus Conference on Artificial Intelligence SCCAI 2025 It was a great pleasure to participate in the South Caucasus Conference on Artificial Intelligence (SCCAI 2025) held in Tbilisi, Geor…

Vannevar Bush who offered the concept of early Information System named "memex" in 1945. After 25 years in 1970 bing dis...
13/07/2025

Vannevar Bush who offered the concept of early Information System named "memex" in 1945. After 25 years in 1970 bing disappointed with the direction technology had taken, he wrote the following: "In 1945, I dreamed of machines that would think with us. Now, I see machines that think for us – or worse, control us."We just can wonder, what would Bush say today?

Vannevar Bush who offered the concept of early Information System named “memex” in 1945. After 25 years in 1970 bing disappointed with the direction technology had taken, he wrote the f…

Those familiar with how Large Language Models (LLMs) work understand that Hallucination is one of embedded features of t...
16/06/2025

Those familiar with how Large Language Models (LLMs) work understand that Hallucination is one of embedded features of this technology. While it is possible to reduce hallucinations through techniques such as implementing cascade of rule-based fact-checkers affecting speed, increasing complexity of models, adding even more computational burden, but eliminating it fully impossible. This limitation significantly impacts their applicability in domains where factual accuracy is critical....

Those familiar with how Large Language Models (LLMs) work understand that Hallucination is one of embedded features of this technology. While it is possible to reduce hallucinations through techniq…

It was a very timely and valuable opportunity to participate in the roundtable discussion organized by the Ministry of E...
05/06/2025

It was a very timely and valuable opportunity to participate in the roundtable discussion organized by the Ministry of Economy and 4SIM, focused on initiatives surrounding the upcoming launch of the Supercomputer Center. I’m grateful for the chance to hear insightful ideas and share my own perspective. To begin with, it is crucial to clearly distinguish between the workloads of a…...

It was a very timely and valuable opportunity to participate in the roundtable discussion organized by the Ministry of Economy and 4SIM, focused on initiatives surrounding the upcoming launch of th…

There are few true breakthroughs left in conventional computing and it's becoming increasingly clear that we’re hitting ...
11/05/2025

There are few true breakthroughs left in conventional computing and it's becoming increasingly clear that we’re hitting the limits of what traditional architectures can deliver. This challenge is especially visible now, on the age of the so-called AI revolution, where modern workloads demand vastly more computational power than ever before. Most stakeholders from chipmakers to cloud providers are well aware of this issue and are investing heavily to address it....

There are few true breakthroughs left in conventional computing and it’s becoming increasingly clear that we’re hitting the limits of what traditional architectures can deliver. This challeng…

IBM plans to acquire DataStax, which means that Big Blue will have power over Apache Cassandra one of the most prominent...
23/04/2025

IBM plans to acquire DataStax, which means that Big Blue will have power over Apache Cassandra one of the most prominent open-source distributed databases. While we remain hopeful that Cassandra’s open-source status will be preserved, past experience tells us that such acquisitions don’t always translate into better outcomes for open-source communities or users. That said, we must acknowledge a reality of today’s ecosystem: most large-scale open-source projects rely heavily on corporate backing to ensure development, innovation and sustainability....

IBM plans to acquire DataStax, which means that Big Blue will have power over Apache Cassandra one of the most prominent open-source distributed databases. While we remain hopeful that Cassandra’s …

The philosophical hypothesis known as "Simulation Theory" suggests that what we perceive as Universe or reality is, in f...
03/04/2025

The philosophical hypothesis known as "Simulation Theory" suggests that what we perceive as Universe or reality is, in fact, a Powerful Computer Simulation created by a higher-order species.If this were true, as a computer scientist, I would assume that such a simulation would require an unimaginable amount of computational power - far beyond anything imaginable in our World. This leads me to wonder: the creators of this simulation must possess Computing Technology vastly superior to anything within the Universe they have simulated....

The philosophical hypothesis known as “Simulation Theory” suggests that what we perceive as Universe or reality is, in fact, a Powerful Computer Simulation created by a higher-order spe…

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