8-Second AI Videos: The Environmental Cost We’re Not Ready For
One 8-second AI video = 90 minutes microwave use = 466g CO2 = 6-8 miles driven = 150 smartphone charges. At global scale, this threatens energy grids, water supplies, and…
My Artificial Intellegence thoughts and nothing else
One 8-second AI video = 90 minutes microwave use = 466g CO2 = 6-8 miles driven = 150 smartphone charges. At global scale, this threatens energy grids, water supplies, and…
In the ever-evolving digital landscape, where technology leaps forward with boundless strides, the necessity for robust cyber security becomes increasingly vital. As we navigate the complex maze of interconnected networks…
The year 2025 went down in history as the year the “Dead Internet Theory” stopped being a fringe conspiracy and became a measurable reality. We are witnessing a digital and…
1. “The Carbon Debt of Intelligence: Why 2025 is AI’s Environmental Reckoning” Summary: This post went viral in early 2025, providing a harrowing technical breakdown of the water and electricity…
As we progress through 2026, the United Kingdom finds itself at a unique crossroads. On one hand, the government has doubled down on its ambition to make the UK the…
As we stand in the early months of 2026, the global conversation has shifted from “What can AI do?” to “What is AI costing us?” For companies built on the…
The year ended with two massive consumer data breaches. South Korean e-commerce giant Coupang reported that a former employee had leaked the personal information of 34 million customers. Meanwhile, SoundCloud…
November saw a wave of attacks exploiting a zero-day vulnerability in Oracle E-Business Suite (EBS). Auto parts maker LKQ and the University of Pennsylvania were among the victims of the…
The Crimson Collective threat group claimed a major victory in October by exfiltrating 570GB of data from Red Hat-managed GitLab servers. The breach affected numerous high-profile customers, including Nissan, whose…
Japanese brewing giant Asahi reported a total “system failure” across its global operations in September. The cause was quickly confirmed as a coordinated ransomware attack that had infiltrated industrial control…
In one of the most economically damaging attacks of the year, Jaguar Land Rover (JLR) was forced to shut down global production lines for five weeks in August. A ransomware…
July was defined by the “SolarWinds moment for SaaS.” A breach at the sales-engagement platform SalesLoft allowed ShinyHunters to exploit OAuth integrations with Salesforce. This granted attackers access to the…
In June, researchers uncovered a staggering dataset of over 16 billion login credentials hosted openly online. While not a single breach of one company, it was an aggregation of data…
May shifted the focus toward internal vulnerabilities. Coinbase revealed that hackers had bribed overseas support agents to facilitate account takeovers, highlighting a disturbing trend of “Recruitment as a Service” by…
Retail giant Marks & Spencer (M&S) was the face of a coordinated ransomware campaign in April. The Scattered Spider group exploited Active Directory credentials to paralyze M&S online ordering and…
March saw the aviation industry thrown into chaos after a ransomware attack targeted Collins Aerospace’s vMUSE platform. This software is essential for passenger check-in and boarding at airports worldwide. The…
In mid-February, the Bybit cryptocurrency exchange fell victim to what is now cited as the largest crypto theft in history. Hackers, believed to be the Lazarus Group, exploited a third-party…
The year began with a massive exploitation of zero-day vulnerabilities in Ivanti and SonicWall VPN products. One of the most high-profile victims was Nominet, the UK’s domain registry. Attackers linked…
As we close out December 2025, the tech world is reflecting on a paradigm shift that many didn’t see coming at the start of the year: the rise of Vibe…
The year ended with a flood of fake charity appeals. Scammers used AI to generate moving stories and images of disaster victims to solicit donations via crypto or wire transfer.…
During the Black Friday shopping frenzy, “package delivery” scams peaked. Victims received SMS messages claiming their “Amazon” or “FedEx” package was delayed and required a $1 redelivery fee. Clicking the…
October brought a surge in “Escrow Phishing.” Scammers monitored public property records to identify homes nearing closing. They then sent perfectly timed emails to the buyers, impersonating their title company…
September saw a rise in “Ghost Jobs.” Scammers posted fake remote-work roles on major job boards to harvest resumes and personal data. Some took it further, conducting “interviews” over Telegram…
With the “Back to School” rush in August, student loan “forgiveness” scams flooded the market. Fraudsters targeted recent graduates with urgent emails claiming they were eligible for immediate debt erasure—for…
July saw a spike in “2FA Fatigue” and interception scams. Scammers used automated bot services to call victims, posing as their bank’s fraud department. They told the victim they were…
As summer travel kicked off in June, vacation rental scams hit record levels. Fraudsters used AI to generate professional-looking listings for luxury villas at “too good to be true” prices…
In May, the tech support scam evolved. Using AI-driven search engine manipulation, scammers ensured their fake “Help Desk” numbers appeared at the top of Google results for popular software. Victims…
April saw the explosion of “Quishing” (QR Phishing). Scammers placed stickers over legitimate QR codes on parking meters, restaurant menus, and public charging stations. When scanned, these codes directed users…
As tax deadlines approached in March, a new wave of highly sophisticated IRS impersonation scams emerged. Fraudsters used AI to generate perfect replicas of tax forms and official correspondence, bypassing…
Around Valentine’s Day, romance scams took a high-tech turn. Fraudsters utilized real-time deepfake video filters during video calls to maintain their fake personas, making the “catfishing” nearly impossible to detect.…
January saw a terrifying peak in AI voice cloning. Scammers began using three-second clips from social media to replicate a family member’s voice, calling elderly victims to claim they were…
The year ended with OpenAI teasing a model they claimed showed “glimmers of AGI,” a massive hype high. But 2025 finished on a sobering low: a global consensus that AI-driven…
NVIDIA launched Blackwell 2 in November, an engineering high that promised 10x the efficiency of the previous year. However, the market hit a “low” as rumors of an AI bubble…
October saw a high for Meta and Lionsgate, who signed a landmark deal to train video models on cinematic archives legally. This was the first major peace treaty between Big…
OpenAI released “Strawberry 2” (o1-successor) in September, a massive high for scientific research. The model successfully solved several unsolved chemistry problems. However, the month hit a low for the workforce…
Apple Intelligence reached its final form in August with the iPhone 17 preview, marking a high for consumer adoption. By processing almost all AI tasks locally, Apple bypassed the privacy…
July was defined by energy. In a historic high, Microsoft and OpenAI announced a multi-billion dollar investment in modular nuclear reactors to power their next-gen data centers. The low point…
June marked the full enforcement of the EU AI Act, a bureaucratic low for many US-based AI labs who had to pull services from Europe temporarily. On the high side,…
Google I/O 2025 was a massive high, with the unveiling of the first fully integrated AI operating system. The “Gemini OS” concept promised a world without standalone apps. However, NVIDIA…
Meta disrupted the ecosystem in April with the release of Llama 4. It was an incredible high for the open-source community, as the model reached parity with GPT-4o for free.…
Anthropic stole the spotlight in March with the release of Claude 4, setting a new high for reasoning and coding benchmarks. The company’s focus on “Constitutional AI” helped it win…
OpenAI’s Sora video generator finally exited its restricted beta, marking a creative high. However, the month was marred by a “low” in the supply chain. NVIDIA faced extreme scrutiny as…
January saw OpenAI launch “Operator,” a major high for the company. This marked the shift from AI that just talks to AI that takes action across apps. The low point,…
January 2026 saw explosive growth in AI, with new model releases from China challenging US dominance, massive investments, and practical deployments across industries. Global spending forecasts hit $2.52 trillion for…
If 2025 was the year AI found its voice, 2026 will be the year AI finds its hands. As we step into the new year, here are the top three…
As we close the year, AI is no longer a tool we “use”—it is ambient. It is in our cars, our glasses, and our office software, working quietly in the…
2025 ended with a glimpse into the future of cyber-physical warfare, including GPS spoofing and attacks on national infrastructure. Key Events: Indian Airport GPS Spoofing: Over 800 flights delayed by…
The year ended with a global consensus on AI safety. 2025 proved that while AI is unstoppable, it must be guided by human-centric principles.
Mid-December saw a cultural shift: the “AI-Human” tag became a mark of quality. The most popular music and art were no longer pure AI or pure human, but a seamless…
In early December, major data centers switched to carbon-aware scheduling—training heavy AI models only when renewable energy production is at its peak in the local area.
As the holiday shopping season began, threat actors pivoted to retail and high-finance institutions. Key Events: Under Armour Ransomware: Theft-first attack exposed millions of customer records. Wall Street Breach: A…
As the harvest season wound down, AI-controlled drone swarms proved their worth by treating individual diseased plants rather than spraying entire fields, reducing pesticide use by 40%.
November changed entertainment forever. New gaming engines now use generative AI to build unique maps and dialogue on the fly, meaning no two players ever experience the exact same story.
October saw a wave of attacks on municipal systems. From property tax payments to court operations, local residents felt the direct impact. Key Events: US Municipal Hits: Counties in Texas…
Cyber Defense AI reached a milestone in October, where “Autonomous SOC” (Security Operations Center) agents began neutralizing 0-day exploits before human engineers even logged in for the day.
October saw the first AI-designed treatment protocols tailored to a patient’s specific genetic makeup, moving us closer to the end of “one-size-fits-all” healthcare.
September showed that cyberattacks can stop assembly lines. Major manufacturers faced outages that led to record revenue losses. Key Events: Jaguar Land Rover: Reported a 24% revenue drop due to…
Law firms reported a 70% reduction in research time as reasoning models began handling “E-Discovery,” parsing through millions of documents to find the “smoking gun” in complex litigation.
September marked the release of AI financial agents that don’t just give advice—they execute trades, rebalance portfolios, and manage tax-loss harvesting automatically based on a user’s life goals.
August highlighted the danger of SaaS integrations. A breach at a sales-enablement tool allowed attackers to pivot into major corporate CRM environments. Key Events: OAuth Token Theft: Hackers bypassed passwords…
Architects began using generative AI to create “living” building designs that optimize for airflow, natural light, and carbon footprint based on specific local weather data.
In August, vision-language models evolved to understand 3D space. AI can now analyze a live video feed of a construction site and identify safety violations or structural misalignments instantly.
July was dominated by the discovery of “ToolShell,” a chain of critical vulnerabilities in Microsoft SharePoint exploited by nation-state actors. Key Events: Global Patching Race: Healthcare sectors hit hardest by…
As summer heatwaves peaked, AI-driven grid management prevented blackouts by predicting demand spikes with 99% accuracy and redistributing renewable energy in real-time.
July saw the debut of sub-50ms latency in AI voice translation. Two people speaking different languages can now hold a natural, fluid conversation via earbuds, with the AI maintaining the…
In June, the FBI issued a warning as “Scattered Spider” targeted global airlines, disrupting flight scheduling and loyalty programs. Key Events: Qantas & WestJet: Millions of passenger records exfiltrated. Credential…
June’s education report: AI tutors now adapt to a student’s emotional state, slowing down when a child looks confused and offering rewards when they excel.
The “Data Wall” was hit in June. With the internet’s high-quality data exhausted, researchers began using high-fidelity synthetic data to train the next generation of models.
May focused on “social engineering 2.0,” where threat actors didn’t just hack systems—they bribed people. Key Events: Coinbase Agent Bribery: Attackers bribed overseas support staff for account access. Marks &…
AI met physical labor in late May. Multimodal models were integrated into warehouse robots, allowing them to understand “pick up the blue box and put it near the door” without…
Google and Perplexity redefined search in May. Users no longer click links; they receive synthesized answers. This sparked a major debate over “fair use” and the survival of independent journalism.
The telecommunications sector took a heavy hit in April. SK Telecom confirmed a breach affecting 23 million users, raising the specter of massive SIM-swapping campaigns. Key Events: SK Telecom SIM…
Governance caught up in April. The first major fines under the EU AI Act were issued, targeting companies using “high-risk” AI without transparent bias testing.
April saw the launch of second-generation AI glasses. No screens—just a voice in your ear that translates languages in real-time and identifies the people standing in front of you.
March reminded us that you are only as secure as your least secure vendor. A massive breach at a defense contractor exposed 4.2TB of sensitive data. Key Events: National Defense…
By late March, enterprises stopped sending data to the public cloud. The trend shifted toward “Local RAG” (Retrieval-Augmented Generation), where AI learns from a company’s internal PDFs without that data…
Hollywood met its match in March. High-fidelity video generation became accessible to the public, allowing users to create 60-second cinematic clips from a single sentence.
February saw a focused series of attacks on the healthcare sector. Ransomware-as-a-Service (RaaS) groups like Qilin targeted regional hospital networks, leading to significant service disruptions. Key Events: HSHS & Ascension…
AI isn’t just for writing emails. In late February, DeepMind 3.0 predicted the structures of nearly all known proteins, accelerating drug discovery timelines from years to weeks.
The “Chain of Thought” breakthrough became standard in February. New models now allocate “thinking time” to solve complex math and coding problems, drastically reducing hallucinations by verifying logic internally before…
As 2025 kicked off, the cybersecurity world saw a massive shift in social engineering. Threat actors began utilizing advanced Large Language Models (LLMs) to create phishing campaigns that were virtually…
Why use a trillion-parameter model to summarize a grocery list? Mid-January saw the rise of SLMs (Small Language Models) that run locally on smartphones and laptops, prioritizing privacy and speed…
January marked the death of the simple prompt. The focus shifted to AI Agents—systems that don’t just talk, but execute multi-step workflows across different software tools without human hand-holding. Major…
# Cybersecurity Challenges in 2024: What to Expect and How to Prepare Cybersecurity is a constantly evolving field, as new threats emerge and old ones evolve. In 2024, we can…
Introduction In the world of finance and technology, few innovations have caused as much excitement and controversy as Bitcoin. Since its inception in 2009, Bitcoin has captivated the imagination of…
In the ever-evolving world of cryptocurrencies, there’s a growing interest in self-hosted solutions that provide users with more control over their digital assets. Umbrel, a self-hosted Bitcoin and Lightning Network…
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Introduction:In our increasingly interconnected world, the rapid evolution of technology has brought about numerous benefits, but it has also given rise to an alarming surge in cybercrime. From personal data…
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In an age where technology continues to shape our lives, the integration of internet connectivity into home appliances like washing machines promises convenience and efficiency like never before. However, beneath…
Introduction:Home routers are the unsung heroes of our modern connected lives. They are the gateway to the digital world, enabling us to browse the internet, stream content, connect smart devices,…
Introduction:In today’s digital landscape, the need for robust cybersecurity measures is more critical than ever. One such aspect is proxy solutions, which serve as intermediaries between users and the internet,…
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Introduction In the rapidly evolving digital landscape, where operational technology (OT) intersects with the Internet of Things (IoT), industries have become increasingly vulnerable to cyber attacks. These attacks can have…
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Introduction:In the realm of Internet of Things (IoT) and embedded systems, the ESP32 has emerged as a popular and versatile microcontroller platform. Boasting dual-core processing power, built-in Wi-Fi and Bluetooth…
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Introduction: With the rise of electric vehicles (EVs) in recent years, the environmental benefits of these cars have been widely touted. However, it is crucial to examine the complete picture…