# Avi Perera

> AI Researcher


## Posts

- [International Relations Jobs: Your Guide to a Global Career](https://aviperera.com/international-relations-jobs-your-guide-to-a-global-career/): Are you fascinated by world politics, diplomacy, and global issues?
- [Supercharge Your Startup: A Science-Backed Guide to Entrepreneurial Productivity🚀](https://aviperera.com/supercharge-your-startup-a-science-backed-guide-to-entrepreneurial-productivity%f0%9f%9a%80/): Hey there, aspiring entrepreneur! 👋 Ready to turn your brilliant business idea into reality without working yourself into the ground?
- [24 Hours in Beijing: A Whirlwind Layover Adventure](https://aviperera.com/24-hours-in-beijing-a-whirlwind-layover-adventure/): Hey there, fellow travellers! I've got a wild story to share about my recent layover in Beijing. Talk about making the most of a short stay!
- [The Lean Startup (Eric Ries) – Book Summary, Notes & Highlights](https://aviperera.com/the-lean-startup-eric-ries-book-summary-notes-highlights/): Explore The Lean Startup by Eric Ries, a groundbreaking guide for entrepreneurs. Learn how to apply lean methodology to rapidly test ideas, adapt to customer feedback, and build successful startups. Perfect for anyone looking to innovate efficiently in today's fast-paced business world.
- [The 4-Hour Workweek (Tim Ferriss) – Book Summary, Notes & Highlights](https://aviperera.com/the-4-hour-workweek-tim-ferriss-book-summary-notes-highlights/): Discover key insights from Timothy Ferriss's "The 4-Hour Workweek" in this detailed summary. Learn how to escape the 9-5 grind, embrace lifestyle design, and maximize productivity through the DEAL framework, outsourcing, and the 80/20 principle.
- [Atomic Habits (James Clear) – Book Summary, Notes & Highlights](https://aviperera.com/atomic-habits-james-clear-book-summary-notes-highlights/): Widely regarded as a must-read for personal development and productivity, praised for its practical strategies.
- [Unlock Your Email Marketing Potential with Kit (formerly ConvertKit: A User-Friendly Guide](https://aviperera.com/unlock-your-email-marketing-potential-with-kit-formerly-convertkit-a-user-friendly-guide/): Take your email marketing game to the next level with Kit (formerly ConvertKit) - the email marketing platform that's been making waves in the creator community. Whether you're a blogger, podcaster, or course creator, Kit might just be the secret weapon you've been looking for.
- [Getting over the fear of blogging](https://aviperera.com/getting-over-the-fear-of-blogging/): Starting something new can feel daunting, especially when you're battling self-doubt. In this post, I explore personal concerns and how advice from others helped me overcome self-limiting beliefs. If you’re hesitant to share your work, this might inspire you to take the leap.
- [Factfulness (Hans Rosling) – Book Summary, Notes & Highlights](https://aviperera.com/factfulness-hans-rosling-book-summary-notes-highlights/): Discover how Hans Rosling's "Factfulness" challenges our preconceptions and offers a data-driven, optimistic view of global progress. Learn why this groundbreaking book is a must-read for anyone interested in sustainable development and human progress.
- [How to Optimize a Website by Eliminating Render-Blocking Resources](https://aviperera.com/how-to-optimize-a-website-by-eliminating-render-blocking-resources/): I recently embarked on a quest to optimise my website's performance. Let me walk you through the techniques I employed and what was learned along the way.
- [GDPR and AI: Navigating Data Protection in Machine Learning](https://aviperera.com/gdpr-and-ai-navigating-data-protection-in-machine-learning/): Explore the intricate relationship between GDPR and AI, uncovering key challenges and solutions for ensuring data protection in machine learning. Learn how to navigate this complex landscape effectively.
- [The New Cold War: How AI is Reshaping Global Power Dynamics](https://aviperera.com/the-new-cold-war-how-ai-is-reshaping-global-power-dynamics/): In an era where bits and bytes wield as much influence as bombs and bullets, artificial intelligence (AI) has emerged as the new frontier in global power struggles.
- [Explainable AI: Shedding Light on the Black Box of Machine Learning](https://aviperera.com/explainable-ai-shedding-light-on-the-black-box-of-machine-learning/): Explore the world of Explainable AI and discover how it's making complex machine learning models more transparent and trustworthy. Learn about its importance, techniques, and real-world applications.
- [AI and Privacy: Protecting Personal Data in the Age of Machine Learning](https://aviperera.com/ai-and-privacy-protecting-personal-data-in-the-age-of-machine-learning/): In an era where artificial intelligence (AI) and machine learning (ML) are revolutionizing industries and reshaping our daily lives, a critical concern has emerged at the forefront of technological discourse: the protection of personal data.
- [7 Essential Books on AI Governance Every Leader Should Read](https://aviperera.com/7-essential-books-on-ai-governance-every-leader-should-read/): Discover 7 essential books on AI governance that every leader should read. These insightful and accessible reads offer valuable perspectives for leaders, business owners, and anyone interested in AI.
- [The Secretary Problem: Optimal Stopping in Decision Making](https://aviperera.com/the-secretary-problem-optimal-stopping-in-decision-making/): In the realm of probability theory and decision making, few problems have captivated mathematicians, economists, and computer scientists quite like the Secretary Problem.
- [Understanding Algorithmic Bias in AI Systems](https://aviperera.com/understanding-algorithmic-bias-in-ai-systems/): Explore the intricacies of algorithmic bias in AI systems. Learn about its causes, impacts, and solutions in this comprehensive guide.
- [The Ethical Implications of AI in Warfare and Defence: A Comprehensive Perspective](https://aviperera.com/the-ethical-implications-of-ai-in-warfare-and-defence-a-comprehensive-perspective/): Explore the complex ethical landscape of AI in warfare and defence through the eyes of a Cambridge student. Uncover the challenges, benefits, and potential consequences of military AI.
- [How to Start a Thriving Online Business with Shopify in 2024: A Step-by-Step Guide](https://aviperera.com/how-to-start-a-thriving-online-business-with-shopify-in-2024-a-step-by-step-guide/): Discover how to launch your dream online business with Shopify in 2024. Our comprehensive guide covers everything from setup to success strategies. Start selling today!
- [How to Find Cheap Flights: Insider Tips and Tricks for 2024](https://aviperera.com/how-to-find-cheap-flights-insider-tips-and-tricks-for-2024/): Discover proven strategies to score cheap flights in 2024. Our insider tips will help you save money and travel more, whether you're a budget backpacker or a luxury traveller.
- [Notion AI: A Student's Take on the Future of Productivity in 2024](https://aviperera.com/notion-ai-a-students-take-on-the-future-of-productivity-in-2024/): Hey there! If you're anything like me, you've probably spent countless hours trying to juggle assignments, research papers, and group projects.
- [How to Study](https://aviperera.com/how-to-study/): Discover evidence-based study techniques from a University of Cambridge student. Learn how to improve retention, manage time effectively, and boost academic performance for students and professionals alike.
- [Notion: The All-in-One Workspace for Modern Productivity in 2024](https://aviperera.com/notion-the-all-in-one-workspace-for-modern-productivity-in-2024/): In today's fast-paced digital world, staying organised and productive can feel like a Herculean task.
- [From Doubt to Confidence: Building Academic Self-Esteem](https://aviperera.com/from-doubt-to-confidence-building-academic-self-esteem/): Discover effective strategies to boost your academic self-esteem, overcome self-doubt, and achieve success in your studies. Learn how to build confidence and thrive in your academic journey.
- [10 Principles of Responsible AI Development: A 2024 Guide for Ethical Innovation](https://aviperera.com/10-principles-of-responsible-ai-development-a-2024-guide-for-ethical-innovation/): Discover the 10 essential principles of responsible AI development in 2024. Learn how to create ethical, transparent, and beneficial AI systems in this comprehensive guide.
- [AI Ethics Basics: A Comprehensive Guide for Beginners in 2024](https://aviperera.com/ai-ethics-basics-a-comprehensive-guide-for-beginners-in-2024/): Discover the fundamental principles of AI ethics in 2024. Learn about key issues, challenges, and best practices in this comprehensive guide to AI ethics basics.
- [Mastering Project Management in Notion: A Comprehensive Guide](https://aviperera.com/mastering-project-management-in-notion-a-comprehensive-guide/): Project management is a crucial discipline that encompasses the planning, execution, and monitoring of specific projects with the aim of achieving desired outcomes.
- [Building Your Personal Knowledge Management System in Notion](https://aviperera.com/building-your-personal-knowledge-management-system-in-notion/): Knowledge management (KM) refers to the systematic process of creating, sharing, using, and managing the knowledge and information of an organization or individual.
- [Digital Detox Destinations: How to Unplug from Tech While Traveling](https://aviperera.com/digital-detox-destinations-how-to-unplug-from-tech-while-traveling/): In an age where technological advancements shape nearly every aspect of our lives, the concept of digital detox has emerged as an essential practice for individuals seeking to reclaim their time and mental clarity.
- [Best VPNs for Traveling in 2024: Stay Secure While You Explore](https://aviperera.com/best-vpns-for-traveling-in-2024-stay-secure-while-you-explore/): As the world increasingly embraces digital connectivity, the significance of online security for travelers and digital nomads has never been more paramount.
- [Top 7 Most Tech-Savvy Cities to Live and Work Remotely](https://aviperera.com/top-7-most-tech-savvy-cities-to-live-and-work-remotely/): The landscape of work has undergone significant transformation in recent years, particularly with the advent of technology that has enabled employees to perform their tasks from virtually anywhere.
- [5G and Its Impact on the Future of Travel Connectivity](https://aviperera.com/5g-and-its-impact-on-the-future-of-travel-connectivity/): 5G technology represents the fifth generation of mobile communication systems, significantly enhancing the capabilities offered by its predecessors, namely 4G and 3G.
- [The Best Website Builders for Travel Agencies and Tour Operators: Crafting Your Digital Adventure](https://aviperera.com/the-best-website-builders-for-travel-agencies-and-tour-operators-crafting-your-digital-adventure/): In today's rapidly evolving digital landscape, the travel industry is witnessing a significant transformation in how businesses operate and engage with customers.
- [How to Build a Travel Blog with Shopify: A Step-by-Step Guide](https://aviperera.com/how-to-build-a-travel-blog-with-shopify-a-step-by-step-guide/): In recent years, travel blogging has emerged as a popular avenue for individuals wishing to document their journeys, share experiences, and connect with a global audience.
- [How AI is Revolutionising Travel Planning: Best Tools for 2024](https://aviperera.com/how-ai-is-revolutionising-travel-planning-best-tools-for-2024/): Artificial intelligence (AI) has emerged as a transformative force in various industries, and the travel sector is no exception.
- [The Ultimate Guide to Combining Travel and Remote Work in 2024](https://aviperera.com/the-ultimate-guide-to-combining-travel-and-remote-work-in-2024/): The concept of combining travel and remote work has gained significant traction in recent years, particularly as advancements in technology have made it increasingly feasible.
- [Overcoming Imposter Syndrome: Practical Strategies for Enhanced Productivity](https://aviperera.com/overcoming-imposter-syndrome-practical-strategies-for-enhanced-productivity/): In today's fast-paced professional landscape, productivity serves as a cornerstone for personal and organizational success.
- [Ultimate Guide to Boosting Your Productivity: Overcoming Procrastination and Reaching Your Goals](https://aviperera.com/ultimate-guide-to-boosting-your-productivity-overcoming-procrastination-and-reaching-your-goals/): Productivity is a multifaceted concept that encompasses the efficiency and effectiveness with which individuals or teams accomplish tasks.
- [Boost Your Productivity: Simple Strategies for a More Efficient You](https://aviperera.com/boost-your-productivity-simple-strategies-for-a-more-efficient-you/): Productivity is a fundamental aspect of both personal and professional success.
- [Top 3 Best Web Hosting Platforms for Blogging in 2024](https://aviperera.com/top-3-best-web-hosting-platforms-for-blogging-in-2024/): Starting a blog can feel overwhelming, but one of the first (and most important) decisions you’ll make is choosing a reliable web hosting platform.
- [PHP2Shell: How an AI-Assisted Discovery Pulled Governments Offline, and What It Means for Law and Global Security](https://aviperera.com/php2shell-ai-discovered-php-vulnerability/): Two critical flaws in the engine behind roughly three-quarters of identifiable websites forced governments, hospitals and some financial services offline. I set out what happened, what is and is not known about banking, what the law says, and why the episode matters for international security.
- [V-BAT (MQ-35)](https://aviperera.com/v-bat-mq-35/): Forensic analysis of Shield AI's V-BAT (MQ-35): Hivemind autonomy, ViDAR sensor, targeting role, export, privacy law and international implications.
- [Norinco Fuxi and NUDT Combat Humanoids](https://aviperera.com/norinco-fuxi-and-nudt-combat-humanoids/): A forensic analysis of Norinco’s Fuxi teleoperated humanoid and the PLA’s NUDT combat humanoid research: specifications, urban assault concepts, IHL, sanctions and CCW talks.
- [FEDOR Skybot F-850](https://aviperera.com/fedor-skybot-f-850/): A forensic analysis of Russia’s FEDOR (Skybot F-850) humanoid: specifications, the 2017 pistol demonstration, ISS flight, autonomy, IHL, sanctions and Russia’s CCW position.
- [Character.AI's Bankruptcy Was Foreseeable: What the Collapse of an AI Companion Giant Means](https://aviperera.com/character-ai-bankruptcy/): Character.AI has filed for Chapter 11 after a run of wrongful death and child safety claims. I set out why the filing was predictable, what the courts have and have not decided, and what the collapse means for AI governance worldwide.
- [US Execution Global Online Livestream and Law](https://aviperera.com/hasan-execution-livestream-law/): On 8 October 2026, the Pentagon confirmed that it intends to livestream the execution of Nidal Malik Hasan, the former Army major convicted of murdering 13 people at Fort Hood in 2009.
- [Switchblade 300 and 600 Loitering Munitions](https://aviperera.com/switchblade-300-600/): A forensic analysis of the US-supplied AeroVironment Switchblade 300 and 600: specifications, Ukraine and Taiwan, human control, IHL, arms transfer law and CCW talks.
- [Abolishing Columbus Day: Genocide and historical reckoning](https://aviperera.com/abolish-columbus-day/): A few days ago, the United States marked Columbus Day.
- [Alex Ballistic-Protected Humanoid (IHMC)](https://aviperera.com/alex-ballistic-protected-humanoid-ihmc/): A forensic analysis of IHMC’s Alex, the US Army xTechHumanoid winner: specifications, ballistic protection, hybrid autonomy, IHL, US law and the 2026 CCW talks.
- [Foundation Phantom MK-1 and MK-2](https://aviperera.com/foundation-phantom-mk-1-and-mk-2/): A forensic analysis of Foundation’s Phantom MK-1 and MK-2 military humanoid robots: specifications, Ukraine trials, autonomy claims, IHL, US law and the 2026 CCW talks.
- [ARCV MULE](https://aviperera.com/arcv-mule/): A forensic analysis of the ARCV MULE, AeroArc’s Indian Army robot dog derived from the Ghost Robotics Vision 60: specifications, autonomy, IHL, Indian law and CCW politics.
- [Unitree B2 Combat Mod](https://aviperera.com/unitree-b2-combat-mod/): A forensic analysis of the weaponised Unitree B2 quadruped: verified specifications, PLA and Marine Corps armed trials, autonomy, IHL, export law and sanctions.
- [Dating Apps, Loneliness and the Pipeline to Extremism](https://aviperera.com/dating-apps-loneliness-extremism/): Dating apps borrowed ranking logic from chess and video games. What happens when that logic meets loneliness, recommender systems and the manosphere?
- [Vision 60 Q-UGV](https://aviperera.com/vision-60-q-ugv/): A forensic technical and legal analysis of Ghost Robotics’ Vision 60 Q-UGV robot dog: specifications, armed variants, autonomy, IHL, exports and the 2026 CCW talks.
- [MQ-9 Reaper](https://aviperera.com/mq-9-reaper/): A forensic technical and legal analysis of the MQ-9 Reaper: specifications, combat record, IHL, accountability, 2026 Iran war losses and AI autonomy.
- [Abliteration.ai and the End of the Guardrail Assumption: What It Means for International Security](https://aviperera.com/abliteration-ai-removing-guardrails-international-security/): Abliteration.ai sells AI models with safety guardrails removed. An international security analysis of what it means for AI governance, law and arms control.
- [Why Astrology Is a Form of Prejudice: The Same Bias in a Softer Costume](https://aviperera.com/astrology-is-prejudice/): Astrology and racism run on the same cognitive engine: sorting people into fixed categories by something they never chose. Here's the evidence.
- [Magnifica Humanitas: Reading Pope Leo XIV's AI Encyclical](https://aviperera.com/magnifica-humanitas-ai-encyclical-commentary/): An AI governance researcher and international lawyer reads Pope Leo XIV's first encyclical, Magnifica Humanitas, on AI, autonomous weapons and truth.
- [The Thucydides Trap Returns: What Xi Told Trump in the Oval Office, and What Washington Chose Not to Hear](https://aviperera.com/the-thucydides-trap-returns-what-xi-told-trump-in-the-oval-office-and-what-washington-chose-not-to-hear/): When Xi Jinping told Donald Trump that "the Thucydides Trap can be overcome," he was not offering diplomatic small talk.
- [Disarmament Toolkit 2026: What UNRCPD Taught Me About Autonomous Weapons, and What It Wouldn't Name](https://aviperera.com/disarmament-toolkit-2026-reflections/): This is the second consecutive year I have sat through the United Nations Regional Centre for Peace and Disarmament in Asia and the Pacific's flagship course, the Disarmament Toolkit, first as a participant in DTK 2025 and now in the 2026 edition.
- [Autonomous Weapons Are Not the Moral Choice](https://aviperera.com/autonomous-weapons-are-not-the-moral-choice/): Thomas X. Hammes argued in the Atlantic Council that fielding autonomous weapons is a moral imperative. The accountability record, the current state of the Geneva talks and recent warnings from AI researchers suggest otherwise.
- [The Governance Gap: UN's 2026 Science and Technology Report](https://aviperera.com/un-2026-science-and-technology-report/): Every July, a fairly unglamorous document lands on the desks of UN Member State delegations.
- [The Wonderful World of Context](https://aviperera.com/the-wonderful-world-of-context/): First of all, I don’t think you’ll find many people who would say everyone is literally equal in every regard.
- [WAIC 2026: Shanghai's Agentic AI Safety Forum](https://aviperera.com/waic-2026-agentic-ai-safety-forum-analysis/): A close read of Concordia AI's Shanghai forum — where Bengio, Gill, and China's leading safety researchers mapped agentic AI's loss-of-control risk, and why it should worry LAWS watchers too.
- [The New Colonisers: How the Digital Nomad Economy Is Recolonising the Global South](https://aviperera.com/the-new-colonisers-how-the-digital-nomad-economy-is-recolonising-the-global-south/): Usually I don't watch much YouTube these days, and I'm highly cautious and skeptical of what I do watch online.
- [Four Objectives, Zero Wins: Mearsheimer's Reckoning With America's Iran War](https://aviperera.com/mearsheimer-iran-war-2026-analysis/): John Mearsheimer's July 2026 assessment of the Iran war — four failed objectives, a lost Strait of Hormuz, a fracturing Gulf alliance, and a war Washington can't afford to keep fighting.
- [When Algorithms Go to War: Inside the New Military-AI-Industrial Complex](https://aviperera.com/when-algorithms-go-to-war/): A research analysis of the PAX and Privacy International report — from a Geneva conference room to the boardrooms of Silicon Valley
- [The Algorithm’s Kill Chain: The Future of Military AI](https://aviperera.com/the-algorithms-kill-chain-the-future-of-military-ai/): As world leaders gathered in Geneva for the June 2026 Informal Exchange on AI in the Military Domain, a dark reality solidified: technology is outstripping international law. From tech giants abandoning their ethical pledges to algorithmic target generation outpacing human cognitive capacity, the "automation of violence" is reshaping global conflict. Discover the five uncomfortable truths defining the future of autonomous warfare.
- [Schema Sovereignty & AI Citations: Death of Blue Links](https://aviperera.com/schema-sovereignty-ai-citations-schema-seo/): Page-one ranking is no longer about the top ten blue links—it is about winning generative AI citations. As search engines shift from indexing keywords to understanding entities, unstructured data faces a brutal decay. Discover how attribute-rich JSON-LD graphs and Schema.org Version 30.0 serve as your brand's universal translation layer in the era of Generative Engine Optimization (GEO).
- [Parallelism Over Pixels: Why the Encoder-Free 12B and DiffusionGemma are Rebuilding the Developer Stack](https://aviperera.com/parallel-diffusion-gemma-encoder-free-developer-stack/): Is your local hardware sitting underutilised? Sequential text generation is hit by a fundamental memory-bandwidth bottleneck. With the advent of discrete text diffusion models like DiffusionGemma and encoder-free architectures like Gemma 4 12B, AI inference is moving from a typewriter to a printing press. Discover the five architectural shifts redefining production-grade AI engineering.
- [Inside the UN Playbook for Algorithmic Warfare](https://aviperera.com/un-playbook-autonomous-warfare-lessons/): The speed of military AI is outstripping international law. The UNIDIR Scenario Compendium offers a practical blueprint for the era of lethal autonomous weapons. Discover 5 surprising lessons shifting global defence policy from abstract theory to operational reality.
- [The Ghost in the Code: Why Autonomous Weapons Defy Human Law](https://aviperera.com/autonomous-weapons-ethics-accountability-gap/): The rise of Autonomous Weapons Systems (AWS) marks a seismic shift to "algorithmic warfare." When machines independently decide who lives and dies, traditional legal frameworks glitch. Explore the unsolvable accountability gap, the reality of "death by algorithm," and why Meaningful Human Control remains our final ethical safeguard.
- [Surviving the Antigravity 2.0 Update: How Google Broke My Workflow (And How to Fix It)](https://aviperera.com/fix-antigravity-2-rollback-guide/): I was right in the middle of a serious coding session when, without warning, my entire development environment was hijacked.
- [The Illusion of Affordability: Why We Are Rich in Distractions and Poor in Sovereignty](https://aviperera.com/illusion-of-affordability-price-divergence/): An unvarnished analysis of price divergence over the last 20 years based on Mark J. Perry's Chart of the Century. Explore why critical services skyrocket while tech plummets.
- [IDF SMASH 2000](https://aviperera.com/smash-2000/): Lead Paragraph: The SMASH 2000 is a "smart" fire control system developed by Smart Shooter, designed to be mounted on standard infantry rifles to automate target acquisition and the moment of discharge.
- [Clearview AI](https://aviperera.com/clearview-ai/): Lead Paragraph: Clearview AI is a facial recognition platform built upon an unprecedented database of billions of non-consensually scraped images from the public internet.
- [PredPol (Geolitica)](https://aviperera.com/predpol-geolitica/): Lead Paragraph: PredPol (recently rebranded as Geolitica before ceasing operations) was a predictive policing algorithm designed to forecast the time and location of future crimes, effectively serving as an algorithmic targeting system for domestic law enforcement.
- [Palantir Project Maven](https://aviperera.com/palantir-project-maven/): Lead Paragraph: Project Maven, formally known as the Algorithmic Warfare Cross-Functional Team, is a flagship U.S.
- [MQ-28 Ghost Bat](https://aviperera.com/mq-28-ghost-bat/): Lead Paragraph: The MQ-28 Ghost Bat is an autonomous Unmanned Combat Aerial Vehicle (UCAV) developed by Boeing Australia, designed to act as a "loyal wingman" for manned fighter jets.
- [The Global Shell Game: What “Meaningful Human Control” Actually Means—and Why No One Agrees](https://aviperera.com/meaningful-human-control-autonomous-weapons/): The battle for the future of global security is currently being waged over a single phrase: "meaningful human control". Explore how lexical fissures and strategic ambiguity are shaping the lethal autonomous weapons debate.
- [The Consensus Trap: How Five Nations Quietly Derailed the Global Ban on Killer Robots](https://aviperera.com/consensus-trap-global-ban-killer-robots/): For over a decade, the international community has tried to regulate Lethal Autonomous Weapons Systems (LAWS). Explore how a small coalition has weaponized the UN consensus rule to block a global ban on killer robots, shifting power from human judgment to AI code.
- [The Algorithmic Battlefield: 5 Takeaways from the Silent Revolution in Warfare](https://aviperera.com/algorithmic-battlefield-ai-modern-warfare/): As military powers integrate systems like Palantir and Project Nimbus into a "Digital Targeting Web," human control over lethal force is vanishing. Explore 5 critical takeaways on how proprietary algorithms are dissolving the rules of modern warfare and challenging international law.
- [Palantir Gotham](https://aviperera.com/palantir-gotham/): Lead Paragraph: Palantir Gotham is a foundational data integration and AI decision-support platform designed to fuse massive, disparate intelligence streams into actionable targeting directives.
- [IDF Lavender](https://aviperera.com/lavender/): Lead Paragraph: The Lavender system is an AI-driven Decision Support System (AI-DSS) developed by the Israel Defense Forces' Unit 8200 to automate the generation of human targets for lethal strikes.
- [The Digital Dragnet: 4 Surprising Ways the U.S. Immigration System Became a Fully Automated Machine](https://aviperera.com/automated-us-immigration-system-dragnet/): The U.S. immigration system has shifted from judicial review to a fully automated machine. Explore four surprising ways digital dragnets, algorithms, and data brokers are fuelling mass deportation and surveillance.
- [The 20-Second Kill Chain: 5 Chilling Realities of the New AI Warfare](https://aviperera.com/ai-warfare-20-second-kill-chain/): AI is dissolving the fog of war and replacing it with algorithmic certainty. Explore the 5 chilling realities of how automated targeting systems and the new "20-second kill chain" are removing human conscience from the battlefield.
- [The Great AI Guardrail: 5 Surprising Lessons from China’s New Agent Regulations](https://aviperera.com/china-ai-agent-regulations-2026/): Discover 5 surprising lessons from China's 2026 AI agent regulations. Learn how new laws tackle virtual companions, Machiavellian AI, and SkillJect attacks.
- [ P.S. Killer Kamikaze Drone](https://aviperera.com/p-s-killer-kamikaze-drone/): The P.S. Killer Kamikaze (PSK) was developed by XDOWN, an American defense startup.
- [STRIX VTOL](https://aviperera.com/strix-vtol/): First showcased in 2023, the STRIX VTOL UAS was developed through a collaboration between BAE Systems Australia and Innovaero, an Australian-based company.
- [X5 Attack Drone](https://aviperera.com/x5-attack-drone/): The X5 Attack Drone was showcased at the Zhuhai Airshow in China at the end of 2024.
- [Veter Kamikaze Drone](https://aviperera.com/veter-kamikaze-drone/): Various sources indicate that the Russian company Veter has delivered over 3,000 Veter Kamikaze (quadcopter) drones to Russian forces fighting in Ukraine.
- [MBDA Spear-3 Missile - Orchestrike AI](https://aviperera.com/mbda-spear-3-missile-orchestrike-ai/): The SPEAR-3 missile has been in development since 2006.
- [S-71M Attack Drone](https://aviperera.com/s-71m-attack-drone/): There is limited information on the S-71M attack drone.
- [S-70 Okhotnik-B (Hunter) Autonomous Fighter](https://aviperera.com/s-70-okhotnik-b-hunter-autonomous-fighter/): The S-70 has been under development since at least 2011, with sources offering differing assessments of its current stage of progress.
- [Elbit Seagull USV](https://aviperera.com/elbit-seagull-usv/): Elbit's Seagull is an Unmanned Surface System (USS) armed with a 12.7mm remote-controlled weapon system, a torpedo launching system and a non-lethal weapon system.
- [Kratos UTAP 22 Mako](https://aviperera.com/kratos-utap-22-mako/): Kratos' UTAP-22 Mako (Unmanned Tactical Aerial Platform) was designed as the unmanned (UAS) counterpart or wingman to manned warfighters.
- [Anduril Altius 600](https://aviperera.com/anduril-altius-600/): Anduril's Altius series features Unmanned Aerial Systems (UAS) with a "loitering munition" function.
- [Israel Aerospace Industries Harpy UAV](https://aviperera.com/israel-aerospace-industries-harpy-uav/): IAI's Harpy is an Unmanned Aerial System first operationalised in 1989 that has since undergone significant development.
- [Rheinmetall Uvision HERO](https://aviperera.com/rheinmetall-uvision-hero/): Rheinmetall and Uvision's HERO is an Unmanned Aerial System (UAS) of the "loitering munition" type, which remains airborne for long periods of time to decide on the time and target of attack with flexibility.
- [Elbit LANIUS UAV](https://aviperera.com/elbit-lanius-uav/): Elbit's Lanius Unmanned Aerial System (UAS) is based on racing drone technology, and emphasizes speed and manoeuvrability.
- [Kalashnikov ZALA Lancet-3](https://aviperera.com/kalashnikov-zala-lancet-3/): ZALA's Lancet is an Unmanned Aerial System (UAS) unveiled in 2019. The lightweight system performs kamikaze-style attacks alone or in swarms.
- [STM Kargu-2 UAV](https://aviperera.com/stm-kargu-2-uav/): STM's Kargu-2 is a quadcopter Unmanned Aerial System (UAS) with extensive autonomous strike capabilities.
- [Kalashnikov KYB](https://aviperera.com/kalashnikov-kyb/): In February 2019, Kalashnikov Group introduced the new Unmanned Aerial System (UAS) KYB-UAV, in collaboration with ZALA AERO GROUP.
- [Norinco Sharp Claw](https://aviperera.com/norinco-sharp-claw/): China North Industries Incorporated (NORINCO) revealed the Sharp Claw I at the 2014 Airshow China in Zuhai.
- [Hanwha Arion-SMET](https://aviperera.com/hanwha-arion-smet/): At the military airshow ADEX 2023, South Korean company Hanwha unveiled a new Unmanned Ground System (UGS) called the Arion-SMET.
- [Anduril Roadrunner](https://aviperera.com/anduril-roadrunner/): Anduril Industries in the US has developed a reusable Unmanned Aerial System (UAS) called Roadrunner, alongside a faster Roadrunner-M option with heavier explosives.
- [Elbit Skystriker](https://aviperera.com/elbit-skystriker/): Skystriker is a Loitering Munition / Unmanned Aerial System (UAS) manufactured by Israeli company Elbit Systems.
- [The 5 Against the World: Why the US, Russia, and North Korea Just United to Protect "Killer Robots"](https://aviperera.com/un-vote-autonomous-weapons-us-russia-alliance/): On November 6, 2025, the mask of the "Rules-Based Order" slipped. In a stunning UN vote on Lethal Autonomous Weapons (Resolution L.41), the United States didn't lead the free world—it joined a coalition of five with Russia, North Korea, and Israel to protect the development of "Killer Robots." Here is the geopolitical breakdown of why the "Hegemons" are terrified of peace.
- [The Myth of the “Third World”: Why We Must Abandon the Language of Empire](https://aviperera.com/myth-of-the-third-world/): The act of naming is never a neutral linguistic exercise; it is an exercise in power.
- [Two Years in Thailand, and the Idiocracy I Refuse to Entertain](https://aviperera.com/hypocrisy-of-ignorance-thailand-stereotypes/): I moved to Thailand and found paradise, but I also found a relentless barrage of ignorance. In this post, I use hard data to dismantle the 'ladyboy' and 'red-light' stereotypes, proving that the countries casting judgment often have far darker statistics than the one they mock.
- [From “Triads” to “Scam States”: The political economy of industrial‑scale cyber fraud, drug production, and forced criminality in mainland Southeast Asia, 2012–2025](https://aviperera.com/from-triads-to-scam-states-the-political-economy-of-industrial%e2%80%91scale-cyber-fraud-drug-production-and-forced-criminality-in-mainland-southeast-asia-2012/): Films like Kill Bill and John Wick popularise a romanticised image of Asian organised crime built around codes of honour and tightly knit brotherhoods.
- [Disarmament: Nuclear Risks, Youth & AI in Warfare](https://aviperera.com/disarmament-nuclear-risks-youth-ai-in-warfare/): Session 6 tackled nuclear risk, AI in warfare, gender, climate, and youth leadership. Insights from UNRCPD and the Disarmament Toolkit 2025.
- [Disarmament: Gender, Militarisation & Human Security](https://aviperera.com/disarmament-toolkit-2025-gender-militarisation-human-security/): Insights from Session 5 of the Disarmament Toolkit 2025: gendered impacts of war, mercenary recruitment, and why peace must be people-centered.
- [UN Disarmament Toolkit 2025: Landmines, SALW & Arms Control](https://aviperera.com/un-disarmament-toolkit-2025-landmines-salw-arms-control/): Session 4 explored mine action, small arms & light weapons, illicit trafficking, gender data, and how UN frameworks adapt under pressure.
- [Global Security at the UN: Space, Military AI & Cyber Challenges](https://aviperera.com/global-security-at-the-un-space-military-ai-cyber-challenges/): Highlights from UN Disarmament Toolkit 2025 Session 3: outer space security, military AI, Northeast Asia tensions, and evolving cyber governance.
- [From Imposter Syndrome to Evidence: Why My “Once upon a time…” IG Story Hit Home](https://aviperera.com/from-imposter-syndrome-to-evidence-why-my-once-upon-a-time-ig-story-hit-home/): I shared a short IG story about imposter syndrome and unexpected validation. Here’s why it resonated, and how I’m showing up differently from now on.
- [I’m Back! Why I Was Quiet, What I Learned, and What’s Next](https://aviperera.com/im-back-why-i-was-quiet-what-i-learned-and-whats-next/): After a year of visas, Cambridge studies and UN work, I’m restarting the blog with essays on AI, policy, travel, productivity, and honest personal writing.
- [The Definitive AI Resources Repository](https://aviperera.com/airesources/): A curated compilation of artificial intelligence resources, selected to assist with research, governance, education, creativity, and productivity. This repository synthesises perspectives from world-leading institutions alongside the best tools, platforms, and communities the AI ecosystem has to offer, serving researchers, policymakers, and technology professionals alongside general audiences, students, creatives, and the simply curious.
- [The Science and Methodology of Electoral Forecasting: Analysing Predictive Models in American Presidential Elections](https://aviperera.com/the-science-and-methodology-of-electoral-forecasting-analysing-predictive-models-in-american-presidential-elections/): Electoral forecasting represents one of the most complex challenges in political science, combining quantitative analysis with qualitative assessment of numerous variables that influence voter behaviour.
- [Why Nations Fail (Daron Acemoglu and James A. Robinson) – Book Summary, Notes & Highlights](https://aviperera.com/why-nations-fail-daron-acemoglu-and-james-a-robinson-book-summary-notes-highlights/): Discover Why Nations Fail by Daron Acemoglu and James A. Robinson, an insightful analysis of how institutions shape the prosperity or poverty of nations. Learn why inclusive institutions foster success, while extractive ones lead to economic failure. A must-read for those interested in global economics and development.
- [My Experience with JSTOR's New AI Research Tool: A Cambridge Student's Review](https://aviperera.com/my-experience-with-jstors-new-ai-research-tool-a-cambridge-students-review/): Discover a Cambridge student's hands-on review of JSTOR's AI research tool beta. Learn how this innovative tool transforms academic research with smart features and time-saving capabilities.
- [AI Governance Frameworks: A Comparative Analysis](https://aviperera.com/ai-governance-frameworks-a-comparative-analysis/): Explore a detailed comparison of global AI governance frameworks, including the EU AI Act, US AI Bill of Rights, and other key regulatory approaches shaping the future of artificial intelligence.
- [The Role of Diversity in Mitigating AI Bias](https://aviperera.com/the-role-of-diversity-in-mitigating-ai-bias/): Discover how diversity in AI development teams and datasets helps combat algorithmic bias. Learn practical strategies for creating more inclusive AI systems in 2024 and beyond.
- [Best AI Policy Frameworks for Ethical Governance in 2024](https://aviperera.com/best-ai-policy-frameworks-for-ethical-governance-in-2024/): Discover the top AI policy frameworks shaping ethical AI governance in 2024. Explore comprehensive strategies to ensure responsible AI development and deployment across global industries.
- [AI Ethics Case Studies: Lessons Learned from Real-World Failures](https://aviperera.com/ai-ethics-case-studies-lessons-learned-from-real-world-failures/): Explore critical AI ethics case studies examining real-world failures, legal implications, and essential lessons for responsible AI development. Learn from historical mistakes to build better AI systems.
- [AI Fairness: Ensuring Equitable Outcomes Across Demographics](https://aviperera.com/ai-fairness-ensuring-equitable-outcomes-across-demographics-2024-guide/): Discover comprehensive strategies for implementing AI fairness across demographics, including legal frameworks, technical solutions, and best practices for ensuring equitable artificial intelligence outcomes in 2024.
- [Top 5 AI Ethics Courses for Professionals](https://aviperera.com/top-5-ai-ethics-courses-for-professionals/): Discover the best AI ethics courses of 2024 that will enhance your professional expertise in responsible AI development, governance, and implementation. Learn from top institutions and industry experts.
- [AI in Healthcare: Balancing Innovation and Patient Rights](https://aviperera.com/ai-in-healthcare-balancing-innovation-and-patient-rights/): Explore the transformative impact of AI in healthcare, from diagnostic tools to patient data protection. Learn how medical institutions balance cutting-edge innovation with ethical considerations and patient rights in 2024.
- [The Role of Ethics Review Boards in AI Research and Development](https://aviperera.com/the-role-of-ethics-review-boards-in-ai-research-and-development/): After meeting someone who served on multiple AI ethics review boards over the past decade, including the European AI Ethics Council and two major tech companies' ethics committees, I've learned how crucial proper oversight is in AI development.
- [AI and Copyright: Navigating Intellectual Property in the Age of Machine Creativity](https://aviperera.com/ai-and-copyright-navigating-intellectual-property-in-the-age-of-machine-creativity/): Having spent years reading about intellectual property law and artificial intelligence, I've watched with fascination as AI has transformed from a theoretical challenge to a practical concern in copyright law.
- [Ethical AI in Recruitment: Ensuring Fair Hiring Practices](https://aviperera.com/ethical-ai-in-recruitment-ensuring-fair-hiring-practices-in-2024/): As someone who's spent years researching law and artificial intelligence, I've witnessed first-hand the remarkable transformation of recruitment practices.
- [The Impact of AI on Employment: Navigating the Shifting Job Landscape](https://aviperera.com/the-impact-of-ai-on-employment-navigating-the-shifting-job-landscape-in-2024/): Discover how AI is transforming the job market in 2024. Learn which careers are at risk, which are emerging, and how to future-proof your career in the age of artificial intelligence.
- [Implementing Ethical AI in Small Businesses: A Practical Guide (2024)](https://aviperera.com/implementing-ethical-ai-in-small-businesses-a-practical-guide-2024/): Discover how to implement ethical AI in your small business with our comprehensive 2024 guide. Learn practical steps, best practices, and key considerations for responsible AI adoption.
- [Best AI Ethics Training Programs for Corporations: A 2024 Guide](https://aviperera.com/best-ai-ethics-training-programs-for-corporations-a-2024-guide/): Discover the top AI ethics training programs for corporations in 2024. Learn how to implement comprehensive ethical AI frameworks and foster responsible AI adoption across your organization.
- [Best AI Regulatory Compliance Tools for Businesses (2024)](https://aviperera.com/best-ai-regulatory-compliance-tools-for-businesses-2024/): Discover the top AI regulatory compliance tools for 2024. Learn how to navigate complex AI regulations with cutting-edge solutions that keep your business compliant and competitive.
- [The Perfection Trap (Thomas Curran) – Book Summary, Notes & Highlights](https://aviperera.com/the-perfection-trap-thomas-curran-book-summary-notes-highlights/): Explore The Perfection Trap by Thomas Curran, a powerful examination of how perfectionism affects mental health and success. Learn practical strategies to break free from societal pressures and embrace imperfection for a more balanced and fulfilling life.
- [Superintelligence (Nick Bostrom) – Book Summary, Notes & Highlights](https://aviperera.com/superintelligence-nick-bostrom-book-summary-notes-highlights/): Discover Superintelligence by Nick Bostrom, a pioneering exploration of the risks posed by future AI systems surpassing human intelligence. Learn about the challenges in controlling AI and ensuring it acts in humanity’s best interest. A vital read for those concerned with AI ethics and safety.
- [Finite and Infinite Games: A Multidisciplinary Analysis](https://aviperera.com/finite-and-infinite-games-a-multidisciplinary-analysis/): The concepts of finite and infinite games, introduced by James P.
- [Human Compatible (Stuart Russell) – Book Summary, Notes & Highlights](https://aviperera.com/human-compatible-stuart-russell-book-summary-notes-highlights/): Dive into Human Compatible by Stuart Russell, an essential read on AI safety. Discover how to design AI systems that align with human values, ensuring they remain beneficial and under human control as technology advances. A must-read for AI ethics enthusiasts.
- [The Alignment Problem (Brian Christian) – Book Summary, Notes & Highlights](https://aviperera.com/the-alignment-problem-machine-learning-and-human-values-comprehensive-book-summary/): Discover The Alignment Problem by Brian Christian, a thought-provoking exploration of the ethical challenges in AI. Learn how misaligned AI objectives can have profound consequences, making this book a must-read for anyone interested in AI ethics and the future of technology.

## Pages

- [Community](https://aviperera.com/community/): Connect, learn, and collaborate on AI, technology, international law, and global affairs. Explore our weekly circles, events, and official channels.
- [ai and us](https://aviperera.com/ai-and-us/): Understanding our changing world. Come with questions, leave with a clearer, calmer view of where things are headed.
- [AI-Resources-Repository](https://aviperera.com/ai-resources/): A curated compilation of artificial intelligence resources, selected to assist with research, governance, education, creativity, and productivity.
- [Law](https://aviperera.com/law/): Want to understand the deep-seated principles behind the laws that govern our lives?
- [International Relations](https://aviperera.com/international-relations/): The world is more interconnected than ever, and understanding the relationships between countries has never been more vital.
- [AI Ethics Dashboard](https://aviperera.com/ai-ethics-dashboard/)
- [Ultimate AI Cheat Sheet](https://aviperera.com/ultimate-ai-cheat-sheet/)
- [Thank You](https://aviperera.com/thank-you/)
- [Free AI Cheat Sheet](https://aviperera.com/free-ai-cheat-sheet/)
- [Stance on AI](https://aviperera.com/stance/): I am neither a techno-optimist nor an AI doomsayer.
- [Projects](https://aviperera.com/projects/): - The decision to take a human life should never be delegated to a machine.
- [The Global AI Policy Timeline](https://aviperera.com/ai-policy-timeline/)
- [Global AI Policy Tracker](https://aviperera.com/ai-policy-tracker/): Live international regulation updates on Artificial Intelligence (AI).
- [Consulting](https://aviperera.com/consulting/): Providing independent, expert advisory services for international organizations, defense compliance entities, and academic bodies navigating the complex legal and ethical landscapes of artificial intelligence, automated defense systems, and lethal autonomous weapons frameworks.
- [Research](https://aviperera.com/research/): A comprehensive resource framework for disarmament advocacy and the development of autonomous weapons policy, designed to bridge the gap between technical AI capabilities and international humanitarian law.
- [FAQ](https://aviperera.com/faq/): This page answers the most common questions about Avi Perera — his background, research specialisms, publications, work with the United Nations, and how to work with him.
- [AI Ethics Dashboard](https://aviperera.com/dashboard/): ACTIVE OPERATIONS — HIGHEST DOCUMENTED RISK: Israel’s AI-directed “Gospel” & “Lavender” kill chains in Gaza (IHL violations — AI Now Institute & +972 Magazine, 2023–24) · US ICE algorithmic deportation targeting (HRW, 2024) · US DoD autonomous strike authorisation expansion (POGO / The Intercept, 2024) · China Xinjiang ethno-religious surveillance grid (HRW / Amnesty, 2022) — all rated CRITICAL.
- [Sovereign Intelligence Dashboard 1.2](https://aviperera.com/sovereign-intelligence-dashboard1-2/): I — LAWS Deployment Tracker Art.
- [Systems Database](https://aviperera.com/systems-database/)
- [AI Safety](https://aviperera.com/aisafety/): Leading software and tech firms are racing to deploy powerful AIs without guardrails.
- [Global Autonomous Weapons Proliferation](https://aviperera.com/aiweapons/): As the global military AI market approaches $11.6 billion, the 'beta-test' era of autonomous force demands transparent oversight.
- [Home](https://aviperera.com/): Trusted by the University of Cambridge.
- [Wall of Shame](https://aviperera.com/wall-of-shame/): Warnings and real accounts about the worst of humanity that has been personally encountered, observed, and experienced.
- [Book Notes](https://aviperera.com/book-notes/): Discover Why Nations Fail by Daron Acemoglu and James A. Robinson, an insightful analysis of how institutions shape the prosperity or poverty of nations.
- [Habits](https://aviperera.com/habits/): It’s the little things done consistently that lead to big changes.
- [Studying](https://aviperera.com/studying/): Studying: the fine art of turning coffee into knowledge!
- [Articles](https://aviperera.com/articles/): I like to write about things like AI, productivity, travel, and other stuff I'm interested in. Hopefully you'll find some of it interesting too.
- [Productivity](https://aviperera.com/productivity/): Who doesn't want to boost their productivity?
- [Tech](https://aviperera.com/tech/): As a technology and productivity enthusiast, I love exploring new tools that can make life easier.
- [Business](https://aviperera.com/business/): This page offers a collection of posts and articles that I've produced about my own journey and experiences, from the the very start to building successful businesses, entrepreneurship and developing streams of passive income.
- [Journal](https://aviperera.com/journal/): This is my public journal. Blogging is meant to be good for the soul, so we'll see how it goes.
- [Travel](https://aviperera.com/travel/): This is where I share adventures, insights, and tips on navigating the world with curiosity and an open heart.
- [AI](https://aviperera.com/ai/): Writing on AI as it actually shows up in the world — the policy and legal fights over how it's governed, and the tools and models I'm actually using.
- [Cookie Policy](https://aviperera.com/cookie-policy/): This document informs Users about the technologies that help this Website to achieve the purposes described below.
- [Subscribe](https://aviperera.com/subscribe/): Sign up for a free weekly(ish) newsletter where I share my latest discoveries from the very cutting edge of science and technology, travel, and personal experiences.
- [My Story](https://aviperera.com/my-story/): I’m a Cambridge educated British researcher from London focusing on the intersection of Artificial Intelligence, International Law and Global Policy.
- [Transform Your Online Presence with Bespoke Web Development](https://aviperera.com/website/): Collaborating with smart and creative people to build the future.
- [My account](https://aviperera.com/my-account/)
- [Checkout](https://aviperera.com/checkout/)
- [Basket](https://aviperera.com/basket/): £10,000.00 Original price was: £10,000.00.£5,000.00Current price is: £5,000.00.
- [Shop](https://aviperera.com/shop/)
- [CV](https://aviperera.com/cv/): I’m an international lawyer with a background in research, development, and global affairs.
- [Privacy Policy](https://aviperera.com/privacy-policy/): This Website collects some Personal Data from its Users.
- [About](https://aviperera.com/about/): Avi Perera is a British researcher, consultant, and founder working at the intersection of artificial intelligence, international law, and global security governance.
- [Contact](https://aviperera.com/contact/): If you have any questions or just want to say hi, please use the contact form below. I can't wait to hear from you!
- [Blog](https://aviperera.com/blog/)

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