Лонги

Google and the Computer History Museum (CHM) have released the source code for AlexNet, a convolutional neural network (CNN) that many credit with transforming the AI ​​field in 2012. The Python code, now available on CHM’s GitHub page as open source software, offers AI enthusiasts and researchers a glimpse into one of the pivotal moments in IT history. We tell the story of the legendary neural network, which was trained on a computer in the bedroom of one of its creators' parents. It was created by Ukrainian Alex Kryzhevsky, OpenAI co-founder Ilya Sutzkever, and computer scientist Jeffrey Hinton.

News streams are so large that information needs to be presented as quickly as possible. Some events crowd out others, so there is no time for several hours of video editing. In this case, artificial intelligence comes to the rescue. And many media outlets are already using its capabilities.

This is a new episode of our show, Sho on AI, in which we analyze the latest news in the field of artificial intelligence, as well as learn a little about how to work with new AI tools, joke around and invite interesting guests. We often show scary things. In this episode, we show how the Chinese AI agent Manus simultaneously manages several dozen X-accounts and more.

"Ukrzaliznytsia" is suffering from a massive cyberattack on railway services for the second day. dev.ua analyzed the chronology of hacker attacks on world railways over the past decade.

Ukrzaliznytsia is under a large-scale cyberattack — online ticket sales have been down for the second day, the SBU has been involved. At this time, the railway continues to operate despite physical attacks on the infrastructure, and insidious cyberattacks cannot stop it. The good news is that the system will be restored from backups. But the company is in no hurry with this. Why is that? De Novo specialists comment.

Game UX/UI Designer Oleksandr Matkovsky asked in his LinkedIn post why a candidate would volunteer to do an unpaid test assignment for a company with which he had not even discussed working conditions. He provoked a lively discussion, to which Ksenia Larina, a marketer and CEO of Larination School, responded, explaining why she has only offered paid test assignments for 6 years.

A new work week has begun, bringing with it the hope of new achievements — and also the possibility of screwing something up, as happened to IT specialists who talked about their worst moments at work.

Cyber ​​experts gave their first assessments of a large-scale hacker attack on the servers and IT infrastructure of Ukrzaliznytsia.

Cryptocurrency is becoming more and more popular, and with it the need for reliable services for its exchange is growing. Many platforms promise favorable rates, but do not guarantee the safety of your funds. That is why Obmify appeared — a cryptocurrency exchange platform that provides Ukrainian users not only with up-to-date rates, but also real guarantees thanks to proven exchangers and insured deposits. How does it work? Why is Obmify a safe choice? What guarantees do users receive? Let’s find out in the article.

An initiative is being prepared in Ukraine, according to which they plan to tax well-known Ukrainian and foreign online platforms. In particular, these include taxi services, delivery, rental, streaming services, etc. In this case, everyone who receives income from working as a courier, taxi driver, renter, and content maker will have to pay taxes.

We’ve heard a lot about the importance of reel content in recent years, but the focus has shifted. Now, we hear calls from all sides to shoot «wide,» but what does that really mean? And why do so many content creators, even experienced ones, fail to reach millions of views? In this article, we’ll look at how to shoot in a way that will get millions of views.

Платіжна система Visa активно розвиває нові інструменти для зручних і безпечних онлайн-транзакцій. Одна з її інновацій у світі електронної комерції — Click to Pay. Ця функція, яка з’явилась і в Україні, забезпечує простоту та безпеку при покупках в інтернеті.

As research by OpenAI and the Massachusetts Institute of Technology has shown, the wider use of chatbots will inevitably have negative consequences for users. We tell you the details.

Salary is one of the most important criteria when looking for a job. Often, salary expectations and the company’s budget do not coincide, and the expected match between the candidate and the employer does not occur. There are also often situations when the employer promises regular salary reviews at the beginning of cooperation, but as a result, after some time the conditions change, and the candidate is forced to remind himself of the promised increase. Or the employee realizes that he is worth more and dares to ask for a salary increase. dev.ua asked experts how to properly ask for a salary increase. Here’s what they told us.

Senior Technical Recruiter Kyrylo Kyrychenko has created a selection of Job Boards in Europe and the UK that are focused on IT professionals.

Business Insider spoke with tech industry veteran Lane Bess. He’s the founder of Bess Ventures and CEO of Deep Instinct, a deep learning cybersecurity company. He’s also the chairman of Blaize AI, the former CEO of Palo Alto Networks, and the former COO of Zscaler. He has no financial ties to Blue Origin, but he’s already flown into space twice. Bess talks about how those trips have changed his perspective on life. Here’s his straight talk.

Bohdan Boyko, Strong Middle DevOps Engineer, is unhappy that it is not possible to withdraw currency in cash in Ukraine. His post is being commented on by IT professionals with almost 200 comments under the post.

Denis Levchuk, Senior SEO Specialist, shared a selection of real interview stories on LinkedIn, heard from colleagues. His list was supplemented by other IT professionals. So, here are 10 strange interview stories that should cheer you up. Or vice versa.

A new trend has gone viral on TikTok — users can use an AI filter to turn their real-life photo into a body-positive one. Not everyone is happy with this «chubby filter» — users are asking for it to be banned

Threads user agnislav, whose profile lists 20 years of experience in IT, is thinking about how to get into IT in 2025.

An interesting precedent has occurred in Ukrainian IT: recruiters mistook a deepfake video of a candidate for the real thing. The hero of this story was Philip Shurpyk, Head of Engineering at a Ukrainian AI startup. As he told DOU, the man found out that he was supposedly applying for a job that he never applied for. Moreover, he allegedly went on a video call with recruiters, and his fake resume was selected.

Gamification has its origins in the simple game that people have been playing since tribal times. Back then, gaming practices began with rituals and mysteries, but today games unite thousands of people around the world and take many different forms. Can this practice be extrapolated to work processes? Definitely yes, because gamification is a way to make interactions in a company more natural and dynamic by giving real-world tasks the characteristics of a game world. Game mechanics engage people not through coercion, but through interest and competition. This creates an environment in which learning occurs organically, and work processes become clearer and less routine.

Defense technology startup Himera, founded in 2022 after the start of the full-scale invasion by aerospace entrepreneurs Misha Rudominsky and Oleksiy Oliynyk, is developing dynamically. It recently became known that it sold its tactical radios abroad for the first time to the US Air Force. In addition, on March 19, the startup presented a tactical communication system in Kyiv. dev.ua learned from Misha Rudominsky about the new development, and also asked about scaling production, distribution and partnerships with foreign companies, as well as the company’s plans for the future.

Yesterday, perhaps, an epochal event occurred in the Ukrainian telecom market. Kyivstar received permission to introduce Direct-to-Cell (D2C) service in Ukraine.

In San Jose, California, Nvidia held its annual GTC 2025 conference, during which the company’s CEO Jensen Huang introduced Dynamo software for developers and AI factories, powerful AI chips, the world’s first base model for humanoid robots Isaac GR00T N1, and more.

The launch of the government project «Diya.City Invest» aims to create a favorable environment for venture investments in the Ukrainian IT sector. However, despite the obvious advantages, the legal regime of this instrument contains nuances that can become both a driver for business and a source of risks for investors. After all, any good initiatives can lose their attractiveness due to gaps in law enforcement.

IT Project Manager Konstantin Latoshkin complained about how he was «caught» by his employer and took on a multi-hour test task. His post was met with a response from the community — the post collected over 100 comments.

Hybrid threats, attacks on critical infrastructure, interference in electoral processes — all of these have become a reality of the modern world. How is Europe responding to these challenges, what can governments and businesses do, and what role does Ukraine play in cybersecurity? dev.ua spoke with Dan Cimpean, Director General of the Romanian National Cyber Security Directorate, about cooperation between European countries in cyberspace, the importance of rapid information exchange and countering cyber threats. The conversation took place on the sidelines of the Kyiv International Cybersecurity Forum.

Kyivstar buys 97% of Uklon for $155.2 million. Another 3% remains with one of the founders of the service.

Alexey Malygin, AI & Chatbot Expert, raised the topic of vibe coding, which helps programmers create code using artificial intelligence tools. The topic is actively discussed in Threads.