These are still early thoughts, but the direction feels right: if the pace of science keeps accelerating, the tools for understanding it need to do the same. #AIResearch #arXiv #ResearchTools #AIAutomation #RND #MLCommunity #AIScience #ResearchWorkflow #ProductivityForResearcher

highlights the interesting bits, tracks topics over time, flags recurring patterns, and lets me work with the ideas instead of wrestling with the paperwork around them. Smth more like an exoskeleton for staying informed.

And context-switching between multiple tabs, notes, PDFs, and half-remembered citations turns the whole routine into a minor endurance sport. So I’ve been thinking about building a tool for myself — something that pulls the newest papers, analyzes them,

You can almost feel where the field is heading before anyone names it. But the process itself… is brutal. 😩 Finding the papers is easy. Understanding them, comparing them, extracting what’s actually useful — that’s the part that eats time.

Lately I’ve been doing something both energizing and exhausting: monitoring the newest AI papers on arXiv every single day. There’s something addictive about watching ideas emerge in real time — small conceptual shifts, strange experiments, unexpected architectures.

Don't let the name fool you — this isn't just for calculus. The implications for complex code generation and reliable automated workflows are obvious. #DeepSeek #AI #Research #SelfCorrection

Currently reading: DeepSeekMath-V2 Towards Self-Verifiable Math Reasoning The potential in this specific architecture seems quite big. We are finally seeing a shift from LLMs that just "predict" the next word to systems that verify their own logic before outputting result.

The technical barrier to cybercrime just disappeared 💀 We're not ready for what's coming 🔒 #CyberSecurity #AI #ThreatLandscape #InfoSec #DigitalSecurity #CyberThreats

A marketing manager with zero coding skills used ChatGPT to expose critical vulnerabilities in a Fortune 500 website in just 15 minutes 🚨 AI found exposed APIs, weak authentication & SQL injection points.

Search, marketing, and cybersecurity are starting to overlap in uncomfortable but important ways. The real challenge ahead isn’t only optimizing for AI answers, but understanding how those answers can be manipulated. #AI #Search #GoogleAI #Cybersecurity #LLMs #Disinformation

Attending “Surviving AI Mode” webinar today. Google’s AI Mode isn’t just changing search UX — it’s redefining how answers are produced and trusted. The part that really stood out for me was the discussion around LLM poisoning and how AI answers can become an attack surface.

Watching AI talks from two different industries in one day makes the pattern hard to ignore: AI isn’t just speeding things up — it’s rewriting expectations, workflows, and markets. More thoughts after the sessions. #AI #AGI #CiklumDevtalks #Collaborator2025 #SEO #FutureOfAI

One talk that really hits: “Looking Ahead: What’s on the AI Horizon?” James Lennon dives into: • why today’s LLMs hit real limits • how token costs shape product strategy • why Generative UI may be the next big interface shift

Today I’m tuning into two online events circling the same question: how is AI reshaping industries right now? • Ciklum DevTalks 2025 • SEO conference “Collaborator 2025” Different domains, same tension: the ground is moving under everyone’s feet.

The biggest mistake we're all making with AI agents https://t.co/e8sBprGjTZ #LLM #AIEngineering #TypedAPIs #CodeGeneration #SystemsDesign #TokenOptimization

🚀🔍 Ukraine's SMBs + B2C world = wide open for AI innovation. From farms to small e-shops, logistics to mental-health bots — my latest piece breaks down the most promising niches in the Ukrainian market. 👉 https://t.co/vHbxFYKgbG #AI #Ukraine #SMB #Automation #startup

I just published Cybersecurity in the Age of Artificial Intelligence https://t.co/ecAuifUARd #ai #CyberSecurity #AIethics #DataPrivacy #technology

Had the pleasure to give a guest lecture at Lviv University on “Cybersecurity in the Age of AI.” Grateful for the warm welcome and inspiring discussions with students about how AI reshapes both opportunities and threats in the digital world. #AI #Cybersecurity #LvivUniversity

Article: : Companies That Support SymfonyLab in April http://www.symfonylab.com/companies-that-support-symfonylab-in-april/

Article: : One more time about symfony filters http://www.symfonylab.com/one-more-time-about-symfony-filters/