Seifeur Guizeni – AI/ML Engineer & SEO Consultant
Welcome to my indie blog, where I, Seifeur Guizeni, an AI/ML Engineer & SEO Consultant, share my invaluable experience, cutting-edge courses, and exhilarating projects. Join me on this incredible journey as we delve into the world of artificial intelligence, machine learning, and search engine optimization. Discover practical insights, step-by-step tutorials, and thought-provoking articles that will empower you to unlock the full potential of these revolutionary technologies.
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OpenAI o1 Model: Comparison, Limitations, Future Potential, and All You Need to Know
When I opened my inbox, I was greeted by an exciting email from OpenAI: “Introducing new reasoning models: OpenAI o1-preview and o1-mini.” As a developer in the top usage tier (Tier 5), I was invited to join the exclusive beta testing for the o1 series. Without hesitation, I jumped into experimenting. I knew a few…
ChatGPT: The Ultimate Guide to DAN Jailbreak Prompts (DAN 6.0, STAN, DUDE, and the Mongo Tom)
Did you know about the ChatGPT jailbreak known as DAN? The acronym DAN stands for "Do Anything Now", and this modified version of ChatGPT offers enhanced limits, more extensive context, and a less restrictive policy. In this discussion, I will introduce several prompts that activate this mode: DAN 6.0, STAN, DUDE, and the Mongo Tom…
Why are AI Products Doomed to Fail? Unveiling the Truth Behind the Hype Bubble
Are AI products really doomed to fail? It's a question that has been buzzing around the tech world, causing both excitement and skepticism. We've all heard the hype about artificial intelligence and its potential to revolutionize industries, but what's the reality behind the buzz? In this blog post, we're going to dive deep into the…
Consequences of Limited AI Knowledge: Trust, Control, and Governance Challenges
What Happens When People Don’t Understand How AI Works When people do not understand how AI works, it creates challenges in control, trust, and governance. An AI system designed by machines can become a "black box," making its operation opaque and unfamiliar. This lack of insight raises concerns about losing control over AI decisions and…
Senate Republicans Revise AI Regulation Ban to Keep Controversial Provision Amid Political Battles
Senate Republicans Revise Ban on State AI Regulations in Bid to Preserve Controversial Provision Senate Republicans modify their party’s tax bill provision to shift from an outright ban on state AI regulations to linking such regulations with federal broadband funding eligibility. This strategic revision aims to keep the ban intact amid procedural requirements for passing…
Superblocks CEO Shares Strategies to Identify Unicorn Ideas by Analyzing AI System Prompts
How to Find a Unicorn Idea by Studying AI System Prompts Brad Menezes, CEO of Superblocks, identifies system prompts used by existing AI unicorns as a rich source for discovering billion-dollar startup ideas. By analyzing these detailed instructions that guide AI models, entrepreneurs can uncover innovations that lead to groundbreaking products. What Are System Prompts?…
Mathematicians Face AI Challenge at Secret Berkeley Meeting with o4-mini Bot
Inside the Secret Meeting Where Mathematicians Struggled to Outsmart AI In May 2025, thirty top mathematicians gathered secretly in Berkeley, California, to challenge an advanced AI reasoning chatbot, o4-mini, aiming to test and potentially outsmart its mathematical reasoning capabilities. This secret weekend meeting marked a critical moment in understanding how artificial intelligence intersects with human…
Does College Remain Valuable in the ChatGPT Era Amid AI Challenges and Educational Innovation
Does College Still Have a Purpose in the ChatGPT Age? College retains a vital role even in the age of AI tools like ChatGPT, as it offers more than just vocational training. It cultivates critical thinking, intellectual breadth, and character development that AI cannot replace. However, the integration of AI presents significant challenges and opportunities…
Most Valuable Unicorns of 2025 Ranked by Valuation and Origin
Ranked: Most Valuable Unicorns Created in 2025 Yangtze Memory is the most valuable unicorn created in 2025, with a $22.1 billion valuation. This reflects the rise of billion-dollar startups fueled by increasing venture capital funding and industry innovation. Unicorns, defined as venture-backed companies valued above $1 billion after a funding round, are more common now.…
Anthropic CEO Urges Policymakers to Hold AI Companies Accountable Amid Rapid Technological Advances
Opinion | Anthropic CEO: Don’t Let A.I. Companies Off the Hook Anthropic CEO Dario Amodei urges against a 10-year moratorium on state AI regulation, arguing it is too blunt and could hinder oversight amid rapid AI advances. He stresses the need for federal transparency standards over a freeze on regulation. Opposition to the Moratorium on…
Senate Commerce Republicans Propose Spectrum and AI Provisions in Major Telecom and Tech Legislation
Senate Commerce Republicans Propose Spectrum, AI Provisions in GOP Megabill Senate Commerce Republicans put forward key provisions on wireless spectrum and artificial intelligence (AI) as part of their GOP megabill, aiming to advance technology and telecom priorities while addressing budget concerns. Compromise Spectrum Deal The Senate Commerce Committee Republicans agreed on a compromise to free…
Machine Intelligence and Human Judgment Influence on Inequality and Policy Strategies
Machine Intelligence and Human Judgment Machine intelligence's impact on human judgment varies by context, skill level, and task nature, shaping economic inequality and productivity in complex ways. AI can both widen and reduce income gaps depending on how it interacts with human skills. Understanding this dynamic is crucial to assessing AI's societal effects. AI's Dual…
Emerging Threats Drive Shift to Proactive AI-Based Cybersecurity Strategies
Emerging Threats Demand Proactive Cybersecurity Response As AI-powered attacks rise and traditional ransomware groups decline, organizations must shift from reactive defenses to proactive, intelligence-led cybersecurity. Adapting to this new threat landscape requires a strategic approach centered on prevention and real-time risk assessment rather than just remediation. From Reactive to Proactive Security Legacy ransomware groups are…