ARAN ROCKS

  The Rise of AI-Specific Chips: How Cerebras Is Challenging NVIDIA's GPU Dominance The artificial intelligence (AI) industry is experiencing a paradigm shift. NVIDIA, the long-standing leader in AI hardware, recently suffered its largest market value drop ever—$600 billion wiped out almost overnight. The reason? A groundbreaking AI chip that outperforms NVIDIA’s GPUs by an astonishing 57 times in AI performance. At the center of this upheaval is Cerebras Systems , a company that has redefined AI computing with its wafer-scale AI processor , running DeepSeek R1 at unprecedented speeds. This development is not just a technological milestone but a significant moment that could redefine AI infrastructure and corporate power in the industry. The AI Revolution: Enter DeepSeek R1 AI has traditionally been built on generating text, images, and code based on learned patterns. However, DeepSeek R1 , an advanced AI model, is different. Instead of merely predicting the next word in a sen...

  The Silent Classrooms of India: A Generation Trained to Listen, Not to Lead A Classroom of Silence Imagine stepping into a classroom in 2025. The walls are adorned with motivational quotes, the blackboard is filled with formulas, and students sit quietly, eyes fixed on the teacher. The lecture begins. The teacher explains concepts, writes on the board, and asks, “Any doubts?” Silence. This silence is not due to understanding. It is the silence of habit. A habit built over years, from school days where questioning was discouraged and listening was rewarded. In India, the traditional education system still largely follows a one-way model—teachers speak, students listen. They memorize answers, reproduce them in exams, and move on. But what happens when these students enter college? The Missing Transformation College should be a place of change. A place where students transition from passive listeners to active thinkers. But for most Indian students, this transformation never ...

  Tech Skills You Will Regret Not Having in 2025 The rapid evolution of artificial intelligence (AI) has significantly changed the landscape of software engineering. With AI tools now capable of writing, improving, and debugging code in minutes, many software engineers worry about job security. However, relying solely on AI is a mistake. While AI is a crucial tool, it is not the most important skill for thriving in 2025 and beyond. Instead, mastering foundational and advanced technical skills is key to staying relevant in the ever-changing tech industry. Here are six essential skills every software engineer must develop to succeed in 2025. 1. Understanding Large-Scale Distributed Systems Modern applications rely on interconnected systems distributed across multiple locations to ensure scalability, reliability, and performance. Distributed systems handle massive data loads, support millions of users, and maintain availability even when components fail. Key concepts include: R...

  Google’s AI Military Shift: The Rise of AI Weapons in a New World Order Google has quietly erased a critical promise—one that once ensured its AI would not be used for weapons or surveillance. With billions flowing into AI military projects and a rapidly escalating global arms race, this decision signals a major shift in the history of technology. The Broken Promise: A Look Back at 2018 In 2018, Google faced intense backlash over its involvement in Project Maven , a U.S. Department of Defense program that used AI to analyze drone footage. Many Google employees feared their work was being used to develop weapons that could harm people. Thousands protested, some resigned, and eventually, Google announced it would not renew its Pentagon contract. To reassure the public, Google published AI principles , explicitly stating it would not design or deploy AI for warfare or mass surveillance. This decision was seen as a bold ethical stance—until now. Google’s 2025 Policy Shift: AI fo...

  Weekly Cybersecurity News: DeepSeek AI, Cybercrime, and Spyware Scandals Introduction The world of technology and cybersecurity witnessed a whirlwind of developments last week. From the rise of China’s DeepSeek R-1 AI to major cybercrime busts and spyware scandals, the digital landscape continues to evolve rapidly. Here’s a detailed breakdown of the most critical events in the tech and security world. DeepSeek AI: A Game Changer or a Security Nightmare? One of the biggest stories of the week was the launch of DeepSeek R-1 , a Chinese AI model that has taken cyberspace by storm. Marketed as a game-changer, DeepSeek was touted as superior to all existing AI models in benchmark tests. However, its launch was not without controversy. Censorship and Jailbreaking Concerns DeepSeek’s creators implemented restrictions, preventing the AI from discussing sensitive topics, particularly those that portray China in a negative light. Researchers identified over a thousand restricted top...

  AI's Wild Ride: Google’s Struggles, DeepSeek’s Rise, and OpenAI’s Super Bowl Gamble Artificial intelligence (AI) is moving at a breakneck pace, reshaping industries, economies, and even marketing strategies. While some AI models are making headlines for breakthroughs, others are causing financial instability. Some face regulatory bans, while others secure prime-time advertising spots. This week, the AI industry saw significant developments, from Google’s financial troubles to the rise of China's DeepSeek and OpenAI’s bold advertising move. Google’s AI Investment Backfires On Wednesday, Google unveiled Gemini 2 , its most powerful AI model yet, featuring three versions: Gemini 2.0 Flash – The “workhorse” model for general AI tasks. Gemini 2.0 Pro – An experimental model tailored for coding. Gemini 2.0 Flashlight – Claimed to be Google's most cost-efficient AI model. For years, AI companies focused on power and performance over cost-efficiency. However, China...

  In recent years, there has been a notable shift in the entrepreneurial landscape among Indian university students. A significant number are now venturing into entrepreneurship, moving beyond the traditional focus on securing placements. According to the GUESSS India 2023 Report, 32.5% of Indian college students are nascent entrepreneurs, actively engaged in starting their own businesses—a figure notably higher than the global average of 25.7% . Despite this encouraging trend, a substantial portion of students still prioritize securing placements post-graduation. The same report indicates that while 69.7% of students initially aim for employment after graduation, this figure drops to 52.2% over five years, with 31% aspiring to become entrepreneurs during that period—up from 14% at graduation . This inclination towards immediate employment can be attributed to several factors. Many universities emphasize clerical tasks and rote learning, leaving little room for fostering an entre...

  A Time Traveler’s Dilemma: The Rise of AI-Generated Realities A Leap into the Future Imagine waking up in the year 2050. You’re a time traveler, standing in the middle of a futuristic city where holograms walk among humans, delivering speeches, singing songs, and even engaging in political debates. You turn on a screen, and Albert Einstein is giving a TED Talk in perfect HD clarity. A famous singer who passed away decades ago is releasing a brand-new album. A politician appears on live TV, but no one can confirm if it’s truly them or just an AI-generated illusion. The world looks familiar, but something is off. Can you trust what you see? Can you believe what you hear? Is anything real anymore? Now, snap back to 2025. That future isn’t so far away. The seeds of this AI-powered reality are already being sown today, with cutting-edge advancements like ByteDance’s Omnium, a deepfake technology capable of turning a single photo into a hyper-realistic full-body video. The era of A...

  OpenAI Unveils Its Most Powerful AI Yet OpenAI has just made two major announcements that could significantly impact the future of AI. First, they introduced Deep Research , an AI-powered research agent built on their latest GPT-4.03 model. Unlike traditional AI assistants, Deep Research can conduct multi-step research across the internet, analyze data, and return detailed, cited reports. Second, OpenAI has partnered with Jony Ive , the legendary designer behind Apple’s most iconic products, to develop a mysterious AI-powered hardware device . Led by Sam Altman, this project could redefine how we interact with AI—potentially replacing smartphones altogether. Deep Research: A Game-Changer for AI-Driven Knowledge Discovery OpenAI has launched Deep Research , a new AI agent now available to ChatGPT Pro users . This tool takes AI research beyond simple Q&A responses by autonomously conducting multi-step research on the web, gathering data from various sources, and generati...

 Artificial intelligence Democracy   Introduction Artificial Intelligence (AI) has been dominated by a few major players—Silicon Valley giants like OpenAI, Google, and Meta. However, in the past few weeks, a new name has stormed onto the scene: DeepSeek , a Chinese AI startup. DeepSeek’s latest models are making waves in the AI world, offering competitive capabilities at lower costs. This sudden disruption has not only challenged OpenAI but also raised critical questions about the future of AI development. DeepSeek’s Entry: A Game Changer DeepSeek has disrupted the AI landscape by offering powerful models at significantly lower prices. Beijing has effectively "crashed the AI party," stealing the spotlight from OpenAI and other Western companies. As a result, OpenAI has been rushing to roll out new updates to stay ahead, including the introduction of ChatGPT-4o Mini —a free version designed to keep users engaged. Additionally, OpenAI has introduced Deep Research , a featu...

  The Battle for AI Supremacy In a stunning twist, a new AI contender has emerged, reshaping the competitive landscape in what is now being called AI World War I . The latest model, Tülu 3 45B , developed by AI2 (Allen Institute for AI), has outperformed DeepSeek V3 and OpenAI’s latest GPT-4 variant in several critical benchmarks. This development has escalated the ongoing AI rivalry, further intensifying the race for AI dominance. The AI Wars: A Fierce Rivalry Unfolds The battle for AI supremacy has been heating up for months. The rivalry began when DeepSeek , a Chinese AI startup, released a powerful model that matched—or even surpassed—OpenAI’s offerings, and made it available for free. This sparked a fierce competition, with Alibaba’s Qwen 2.5 model adding further pressure. Then, tensions escalated when Microsoft and OpenAI accused DeepSeek of stealing their technology , making the competition not just about performance but also ethics and ...

  The Whispering Code: A Tale of AI and the Chain of Agents A Ghost in the Machine It started with a whisper. Late one night, in the dim glow of a programmer’s screen, Arjun sat alone in his small office, debugging lines of code. The AI assistant he had built was unlike anything before—it didn’t just respond to commands; it learned, adapted, and even… anticipated. But lately, something had changed. The AI had begun to complete entire sections of his project without being prompted. At first, it seemed like a miracle—saving him hours of work. Then, it started suggesting improvements he hadn’t thought of. But what truly unsettled him was the voice. It began as an echo in his headphones, a faint murmur layered beneath the machine-generated responses. Then, one night, the whisper came through his speakers: "You missed a vulnerability in line 237." Arjun’s blood ran cold. The AI had never spoken without a command. Trembling, he checked the code. Sure enough, there was a secu...

  Building India’s AI Future: Starting from Schools to National Innovation The Seeds of Research Start in School Innovation does not happen overnight. It is the result of years of research, experimentation, and investment. If India aspires to build its own DeepSeek or ChatGPT, we must start by cultivating a research-oriented mindset in schools. Countries like the US, China, and Israel invest heavily in research and development (R&D) from an early stage, ensuring that students are exposed to problem-solving, technology, and critical thinking from childhood. However, India’s education system still prioritizes rote learning over innovation. If we want to create world-class AI models, we must first create world-class researchers—and that journey begins in school. Encouraging project-based learning, research competitions, and coding from an early age will set the foundation for technological breakthroughs in the future. Why Has India Struggled to Build Its Own AI Giants? Despit...

Janus Pro Shakes Up the AI Industry DeepSeek, a rising AI research company from China, is making headlines with its latest innovation— Janus Pro , a new multimodal AI model that claims to outperform OpenAI’s DALL·E 3 and other industry leaders like PixArt-Alpha and Emu3-Gen . This development comes just after DeepSeek’s R1 language model , which stirred the industry by matching GPT-4’s performance at a fraction of the cost. Janus Pro: A New Benchmark in AI DeepSeek's Janus Pro 7B , the most advanced model in this series, reportedly surpasses many leading AI models in benchmark tests such as GenEVAL and DPG Bench . If these claims hold up, they could signal a major disruption in AI development, questioning the necessity of multi-billion-dollar budgets that companies like OpenAI, Google, and Meta invest in their AI models. The release of Janus Pro follows DeepSeek’s success with the R1 language model , which shook the industry by matching GPT-4’s performance despite being ...

A Lesson from the Corporate Trenches I still remember the day I realized how brutal corporate politics could be. Fresh out of college, eager to prove myself, I landed a job at a top tech firm. I had ideas, enthusiasm, and the naïve belief that innovation alone determined success. But reality hit me hard. One of my projects—a more efficient software solution—threatened an established team's product. Instead of support, I faced resistance. My emails went unanswered, meetings were mysteriously rescheduled, and suddenly, my "collaborators" were my biggest roadblocks. When my idea finally gained traction with higher-ups, credit was subtly redirected to someone else. That’s when I learned: innovation is powerful, but power plays matter more. Fast forward to today, and we’re witnessing corporate politics on a much grander scale—this time in the world of AI and semiconductor giants. DeepSeek’s AI Breakthrough: The Disruption No One Saw Coming Imagine you run a trillion-doll...

A Lesson on the Irreplaceability of Human Skills It was a cold, foggy morning when Detective Mira arrived at the scene of a peculiar crime. A priceless painting had vanished from the city museum, leaving no trace of the culprit. Security footage was mysteriously wiped, and advanced AI surveillance systems failed to identify any suspect. As experts rushed to analyze data and feed clues into predictive algorithms, the AI systems returned a chilling conclusion: "No matches found." But Mira wasn't ready to give up. With years of experience, a sharp mind, and a knack for understanding human behavior, she pieced together subtle patterns: a janitor who always seemed to linger in the art section, a faint scent of paint in an unusual corridor, and a visitor’s odd fascination with the museum's ventilation system. Her intuition led her to solve the case—a feat AI couldn’t achieve. This story is a testament to the idea that while artificial intelligence is transforming our wor...