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Marek’s Dev Diary: May 15, 2025
What is this Every Thursday, I will share a dev diary about what we’ve been working on over the past few weeks. I’ll focus on the interesting challenges and solutions that I encountered. I won’t be able to cover everything, but I’ll share what caught my interest. Why am I doing it I want to
DALL·E Explained in Under 5 Minutes
It seems like every few months, someone publishes a machine learning paper or demo that makes my jaw drop. This month, it’s OpenAI’s new image-generating model, DALL·E. This behemoth 12-billion-parameter neural network takes a text caption (i.e. “an armchair in the shape of an avocado”) and generates images to match it: From https://openai.com/blog/dall-e/. I think
AI Use Raises Mental Health Concerns
AI Use Raises Mental Health Concerns AI Use Raises Mental Health Concerns is no longer just a technological talking point. Increasing interaction with AI chatbots such as ChatGPT is prompting growing concern among mental health experts, ethicists, and digital wellness advocates. While AI can offer support and efficiency, psychologists warn that these tools may affect
Can “Safe AI” Companies Survive in…
As artificial intelligence (AI) continues to advance, the landscape is becoming increasingly competitive and ethically fraught. Companies like Anthropic, which have missions centered on developing “safe AI,” face unique challenges in an ecosystem where speed, innovation, and unconstrained power are often prioritized over safety and ethical considerations. In this post, we explore whether such companies
Gearing up for RoboCupJunior: Interview with…
Action from RoboCupJunior Rescue at RoboCup 2024. Photo: RoboCup/Bart van Overbeeke. The annual RoboCup event, where teams gather from across the globe to take part in competitions across a number of leagues, will this year take place in Brazil, from 15-21 July. An important part of the week is RoboCupJunior, which is designed to introduce
AI for Ad Revenue Stalls in…
In a digital ecosystem where user attention is fragmented and ad-blockers are rising, media companies are finding it harder than ever to maintain let alone grow advertising revenue. Traditional approaches to targeting and monetization are hitting a ceiling, often resulting in flat or declining ROI from digital ad operations. To thrive in today’s fast-evolving media
The Transformative Role of AI in…
2025 marks a pivotal moment in the integration of artificial intelligence (AI) and cybersecurity. Rapid advancements in AI are not only redefining industries; they are reshaping the cybersecurity landscape in profound ways. Through this evolution, I have noted three primary trends emerging that demand immediate attention from organizations: The amplification of security threats powered by
What are Precision & Recall in…
Precision and recall are commonly used metrics to measure the performance of machine learning models or AI solutions in general. It helps understand how well models are making predictions. Let’s use an email SPAM prediction example. Say you have a model that looks at an email and decides whether it’s SPAM or NOT SPAM. To
Data Machina #259 – by Carlos
Prompt Engineering 2.0. Prompt engineering is not going anywhere any time soon. The AI Goliaths have invested 10’s of billions in LLMs & Large Multimodal Models (LMMs), which today -for better or for worse- dominate “modern AI” totally. Due to the way these models were designed and developed, inevitably, to get solid output results from
No rules, just vibes! What is…
In February, OpenAI cofounder and former Tesla AI director Andrej Karpathy coined a phrase that quickly sparked fascination, debate, and even a small cultural shift in the world of software development: vibe coding. What began as just a post “There’s a new kind of coding I call ‘vibe coding,’ where you fully give in to