Blog
Notes on multi-model consensus, self-developing agents, and agent memory — plus what breaks when they meet production.
Constitutional AI: Training Models to Supervise Themselves
Comprehensive Analysis of AI Distillation Attacks: The Anthropic-China Incident
In a landmark disclosure detailed by Anthropic and reported by Mashable, a sophisticated form of "industrial espionage" has emerged within the artificial intelligence sector: AI Model Distillation Attacks. This incident involves several Chinese technology entities, including high-profile firms like
Strategic Signaling and the New Geopolitical Poker: Trump's Venezuela Gambit and the Global Power Triangle
In geopolitics, timing is rarely accidental. In this analysis article that I am writing, "Trump's Venezuela Gambit and the Global Power Triangle," chaos is often choreography, and what appears impulsive is frequently a calculated bluff. As an analyst, I approach the opening weeks of January 2026 as
Mixture of Experts: The Architecture Revolutionizing Large Language Models
As artificial intelligence models continue to grow in size and capability, a fundamental challenge has emerged: how to scale model capacity without proportionally increasing computational costs. Enter Mixture of Experts (MoE), an architectural pattern that has transformed from a theoretical concept
The Living Code Revolution: AI Systems That Evolve Through Intelligence and Insight
We stand at the threshold of a profound transformation in software engineering looking at AI Systems That Evolve Through Intelligence and Insight. A new generation of artificial intelligence has emerged—one that doesn't merely execute instructions, but authors its own evolution. These self-coding sy
Ghosts in the Wires: The Modern Government Threat to the Digital Citizen
In the early decades of the twenty-first century, a profound transformation quietly overtook the relationship between the state and the individual. Once, surveillance required human labor, physical presence, and enormous logistical complexity; now, it can be executed at continental scale from a sing
The Ghost in the Machine: An Extensive Analysis of the Intel Management Engine (IME)
There is a silent intelligence living inside your computer. It boots before your operating system. It continues to run even after you shut down. It can watch the network even when Wi-Fi is disabled. It can rewrite firmware, control the hardware, and access the system memory where your passwords, enc
When Photoshop Was “Cheating” — and Why Calling AI Art “Slop” Misses the Point Entirely
I was reading the AI Slop article on Wikipedia the other day — and honestly, it hit a nerve. The word “slop” — used to describe AI-generated content — basically says that what millions of creators are experimenting with right now is trash. And that’s just… wrong. Because we’ve been here befor
The AI vs Nuclear - A New age of Global Threat
Artificial Intelligence (AI) – and its potential evolution into Artificial General Intelligence (AGI) – is increasingly being discussed in the same breath as nuclear weapons when it comes to global threats. In mid-2023, hundreds of tech leaders and researchers warned in a public statement that mitig
Corruption and Protests in Serbia in 2025
Corruption in Serbia is deeply entrenched and affects politics, public procurement, the judiciary and major infrastructure projects. Under President Aleksandar Vučić and his governing Serbian Progressive Party (SNS) , democratic checks and balances have eroded and state institutions are captured by
Korupcija u Srbiji – analiza (2025) (Serbian)
Korupcija je sistemska u Srbiji i zahvata politiku, javne nabavke, pravosuđe i velike infrastrukturne projekte. Pod predsednikom Aleksandrom Vučićem , koji dominira srpskom politikom od 2012. godine, demokratski mehanizmi kontrole i ravnoteže su narušeni. Međunarodni indeksi pokazuju uporan pad inte
RePost: Future of AI: Perspectives for Startups
Google Cloud's Future of AI: Perspectives for Startups 2025 report compiles insights from 23 industry leaders, offering a comprehensive look at the anticipated trends, opportunities, investment areas, and challenges that founders may encounter in 2025. The report features contributions from notable
Lithium Is Dead, Long Live the Sodium: The Future of Battery Technology
In the realm of energy storage, a seismic shift is underway. The phrase "Lithium is dead, long live the sodium" encapsulates this transformation, signaling a potential transition from lithium-ion to sodium-ion batteries. This evolution promises to redefine industries reliant on battery technology, f
The Sound Cannons and Their Impact on Populations in 2025
A long-range acoustic device (LRAD), also referred to as an acoustic hailing device (AHD) or, colloquially, a sound cannon, represents a specialized type of loudspeaker engineered to generate sound at exceptionally high power levels for the purpose of communication across considerable distances 1 .
7 Powerful Reasons Why Employers' Fear of AI is Unfounded
In today's rapidly evolving technological landscape, artificial intelligence (AI) has emerged as a transformative force across various industries. While its potential benefits are immense, there exists a palpable sense of apprehension among employers regarding its implications. This article d
United Nation Resolution 1244
[audio wav="https://mtiosavljevic.com/wp-content/uploads/2025/03/UN-Security-Council-Resolution-1244_-Kosovo-and-Yugoslavia.wav"][/audio] Introduction to UN Resolution 1244 UN Security Council Resolution 1244 stands as one of the most significant and controversial documents in modern international r
What is Text Embedding? A Comprehensive Guide for the AI Curious
Imagine you have a vast library of books. Finding a specific book based on its topic can be time-consuming. Now, imagine if each book had a special code, a sort of "topic fingerprint," that allowed you to instantly group similar books together. That's essentially what text embedding does for words,
Exploring the Latest Advances in 4K and 8K Video Technology
How the latest camera technology is changing what's possible in commercial production — and how we use it to deliver broadcast-quality footage for brand campaigns.
What is LLM?
A large language model (LLM) is a type of artificial intelligence (AI) that can understand and generate human-like text. Think of it as a sophisticated pattern-matching machine trained on a massive dataset of text and code. This dataset can include books, articles, websites, code repositories, and m
Beyond Open LLM WebUI: Exploring the Diverse Landscape of Local LLM Interfaces
The rise of Large Language Models (LLMs) has revolutionized how we interact with AI, opening doors to creative content generation, complex problem-solving, and personalized assistance. While cloud-based solutions offer convenience, the desire for local processing, enhanced privacy, and offline acces
DeepSeek: A New Contender in the World of Large Language Models
DeepSeek is an open-source AI model making waves in the artificial intelligence community 1 . Developed by a team of Chinese researchers, DeepSeek aims to process vast amounts of data and generate accurate, high-quality language outputs within specific domains such as education, coding, or research
Student Protests in Serbia: A Resurgence of Youth Activism
Serbia has witnessed a resurgence of student activism in recent months, with protests erupting across the country in response to a tragic incident at the Novi Sad railway station. On November 1, 2024, a concrete canopy collapsed at the station, killing 15 people and injuring several others . This in
Methodologies for Measuring Public Protests
Currently, in Serbia, there is a spark of student protest that is shaking the whole corrupted regime of Aleksandar Vucic and the whole country. This article is written in the name of clearing some things with methodologies for measuring public protest. Public protests are a vital expression of publi
The Assassination of Oliver Ivanović: Unraveling the Kosovo Serb Leader's Murder and Potential Serbian Government Connections
Oliver Ivanović, a prominent Kosovo Serb politician, was assassinated on January 16, 2018, sending shockwaves through the already tense political landscape of Kosovo. This article delves into the circumstances surrounding his murder, explores the official investigations and reports, examines potenti
Forbidden Book, killers of Serbian People
334971869-UBICE-NARODA-SRPSKOG-Major-DOBRIVOJE-R-LAZAREVIĆ-Lozana-1917
Natural Language Processing in 2025: Advancements and Applications
Natural Language Processing (NLP) has rapidly become a cornerstone of artificial intelligence, revolutionizing how computers understand and interact with human language. In 2025, NLP is transforming industries with more accurate, efficient, and context-aware applications. This article explores the a
oReilly list of free books
From theme: Programming Microservices for Java Developers: A Hands-On Introduction to Frameworks and Containers http://www.oreilly.com/programming/free/files/microservices-for-java-developers.pdf http://www.oreilly.com/programming/free/files/microservices-for-java-developers.epub http://www.oreilly.
Russian Influence in the 2016 US Presidential Election and the Mueller Report
One of the biggest hacking attacks the Russian regime ever managed to perform was an attack on democracy in the USA. What is "Russian Influence in the 2016 US Presidential Election," and how did it happen? The 2016 US presidential election was a watershed moment in American politics, marked by alleg
Unveiling Greenland's Hidden Natural Secrets
Greenland, the world's largest island, is a land of breathtaking beauty and unparalleled natural wonders 1 . While popular destinations like Ilulissat Icefjord and Nuuk attract many visitors, Greenland holds a treasure trove of hidden secrets waiting to be discovered. This article delves into the le
The Evolution of Programming: From Art to Scientific Discipline
Programming, the art of creating instructions for machines, has undergone a remarkable transformation since its inception. From the early days of mechanical computation to modern software development, programming has evolved into a science-driven discipline that leverages data, formal methods, and c
Understanding Social Engineering from the bottom
Abstract Social engineering represents a significant and evolving threat in the realm of cybersecurity. By exploiting human psychology rather than technical vulnerabilities, social engineering attacks manipulate individuals to divulge sensitive information or perform actions that compromise security
Artificial vs. Collective Intelligence: Contrasting Two Powerful Concepts
Explore the differences between Artificial Intelligence and Collective Intelligence, two powerful concepts shaping the future of technology and human collaboration.
Creating the God or AI
In the quest to design the perfect artificial intelligence, the balance between ethics and efficiency has become a critical concern. As AI technology advances at an unprecedented pace, the potential for both groundbreaking benefits and catastrophic consequences grows. The challenge lies in creating
Fear of AI: Rational Concern or Unfounded Panic?
Explore the debate on AI fear: Is it a rational concern or unfounded panic? Delve into the implications, risks, and benefits of artificial intelligence.
How spam filters are reading our data with AI
Introduction Spam filters are increasingly leveraging artificial intelligence (AI) to read and analyze data, enhancing their ability to detect and block unwanted emails and other data. These advanced systems utilize machine learning algorithms to scrutinize vast amounts of information, identifying p