The upcoming AI model from OpenAI, according to the sources of The Information, will show a less tangible performance increase compared to previous versions. According to published data, the Orion model reached GPT-4 after only 20% of training. This suggests that GPT-5 will not be able to outperform GPT-4 as significantly as GPT-3 did when it transitioned to GPT-4. "Orion does not demonstrate significant advantages in certain tasks. It copes well with language tasks, but it does not outperform previous models in programming," the startup's employees note. Usually, the greatest improvements in neural networks are observed in the initial stages of training. After that, the progress gradually slows down. According to the sources of The Information, the remaining 80% of the training time is unlikely to bring a significant leap in performance. AI has reached its limits The recent OpenAI...

Video remains one of the most powerful tools in digital marketing. It quickly conveys emotions, simplifies complex messages, and works effectively on any platform. But as always, AI is changing everything, so we need to adapt. Today, video is a tool for interaction, personalization, and building trust. So, let's take note of the important video marketing trends in 2026 so we don't fall behind. YouTube and TikTok – data sources for AI YouTube and TikTok have long gone beyond entertainment. Today, they are full-fledged information hubs that form some of the most valuable data arrays for multimodal AI systems. Algorithms analyze videos not only by subtitles or descriptions, but also by metadata and, more importantly, by audience behavior. Comments, likes, shares, and even pauses in viewing provide an accurate picture of user sentiment, new trends, and requests that have not...

February events for arbitrageurs and affiliates raise a lot of expectations! You never know where a snowfall will turn into an avalanche of leads, so experts need to attend various events for their own development and business. In 2026, this month definitely promises to be interesting: European conferences, LatAm gives the first signals about the liberalization of gambling, Africa shares insights about Tier-2 models, and Web3 hackathons are already warming up crypto traffic. This selection will have nine events that will really affect the market. Here you will find everything: from classic affiliate summits to iGaming hubs with local regulatory insights. It will be useful for CPA networks, gambling traffic, e-commerce affiliates and specialists in the field of arbitrage. Start of the month and immediately top 1. SiGMA Eurasia 2026 When: February 9–11, 2026 Where: Dubai, UAE Imagine: you walk...

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A few years ago, LinkedIn was the territory of longreads: posts of several thousand characters, structured case studies, and texts with graphs. But in 2025, the feed looks different: instead of "walls of text," there are carousels of three slides, 500-character posts, and short videos that are easy to watch between two zoom circles. It seems that the attention span of users has shrunk to the level of TikTok, and even on a "serious" platform, those who can speak quickly and simply win. But does this mean that longreads are dead? Or do they still have their place, especially where trust, expertise, and serious argumentation are required? For affiliate marketing, iGaming, and digital, this choice is critical: some formats bring reach, others conversion. And the question is not only about LinkedIn algorithms but also about brand strategy: do you want...

In the world of CPA networks and affiliate programs, PR is no longer just an "auxiliary function". It is a heavy artillery in the information war for trust, recognition, and... a bonus rate. We have gathered those who really set the tone in communications - PR professionals who bring brands out of the shadows and into the spotlight of Telegram channels, YouTube shows, and conference afterparties. Here we go! Tanya, 1win Partners Tanya is a CMO at 1win Partners. She is also a person who once swapped a camera for a contextualized one. She is a former TV journalist who rose from a manager to a marketing executive in two years. Today, she manages a large team and runs everything related to affiliate marketing in iGaming. Tanya's ToDo includes strategy, affiliates, digital promotion, and all this magic in a regulated...

In the modern world, cryptocurrencies are becoming increasingly popular financial instruments. Bitcoin, Ethereum, Litecoin, and other types of cryptocurrencies are gaining wide acceptance as a means of payment, investment, or trading. But at the same time, the issue of safe storage of digital assets is also growing. This is exactly what crypto wallets are for. In this article, we will look at what cryptocurrency wallets are, what types of them exist, and how to choose the right way to store cryptocurrency. What is a cryptocurrency wallet and what is it for A crypto wallet is a digital tool for storing, managing, and using cryptocurrency. Essentially, it is a place where your private keys are stored, which allow you to access your crypto assets and conduct transactions with them. Private keys are the main element of cryptocurrency security. Without them, you...

Instagram continues to change, and every year the rules of the game become more complex. But if you want to stay on top of trends, understand innovations, and use them to your advantage, this material is for you. Ready to learn how to promote yourself on Instagram in 2025? Let's start with the main thing. The main changes in Instagram 2025 Ban on monetary rewards for targeted actions. Do you remember the high-profile blogger sweepstakes where you had to follow dozens of accounts for a chance to win money? That era is over. Instagram has officially banned financial rewards for following, liking, or reposting. ❗ What it means: Avoid any financial incentives for the audience. Focus on organic engagement: create content that attracts your target audience. Ban on calls to action before reading the content. Now you can't write "Like...

In the world of design, every detail matters. Whether you're working on the visual identity of a new brand, enhancing a website, or creating a multi-channel advertising campaign, the key to success is having a smart approach and understanding the needs of your audience. In this collection, you'll find useful prompts for ChatGPT to help make your design more modern, functional, and emotionally engaging. From analyzing trends and adapting to local markets to using typography and storytelling, here are the best prompts. Discover new approaches and create projects that really impress! 🧑‍🎨 Recommendations for improving website design Get practical tips on how to improve your website design to achieve better visual appeal and usability tailored to your target audience. Prompt: Write recommendations to improve the design of the website {describe the website, e.g., online women's clothing store} for my target...