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Published news and blog articles, organized by category. Browse older coverage by month or search for a topic. Undated blog guides appear after dated news.
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Pixel 11 Pro XL Review Season: Why Google’s Flagship Is Dividing the Comment Section
Dave2D calls it worse. Matthew Moniz calls it not even close in Google's favor. The Pixel 11 Pro XL review split reveals what 2026 flagship phones are actually competing on.
The Cancellation Wave: Why Tech Giants Are Quietly Pulling Back on AI Data Centers
After two years of frantic AI data center construction, cancellations and delays are mounting. Rising capital costs, power grid constraints, and efficiency gains are forcing a correction, and the supply chain is already feeling it.
The iPhone 18 Pro Leak Cycle: What the 2026 Rumor Mill Says About Apple's AI Play
Everything leaked about the iPhone 18 Pro so far points one direction: thinner hardware, a 2nm A20 chip, and an Apple Intelligence stack built on on-device inference. We separate the reliable signals from the noise.
Colossus in Memphis: How xAI Built the World's Largest AI Supercluster at Record Speed
xAI's Colossus cluster put 100,000 H100-class GPUs online in Memphis in roughly 122 days. N43 examines the engineering, the power, the constraints, and what the fastest supercomputer build in history signals about the compute race.
The GPU Underground: Inside the Black Market for AI's Most Wanted Silicon
Export controls wall NVIDIA's AI GPUs off from China. A gray market grew anyway. N43 examines smuggled H100s, shell-company routes, price premiums, and what the underground means for the compute race.
The Quantum Computer Dream Is Getting a Reality Check
A decade of quantum hype is meeting engineering reality. We examine the qubit numbers, the error-correction overhead, and the one experiment that genuinely moved the field.
The AI Phone Grows Up: How Google Pixel 10 Puts Intelligence On Device
The Pixel 10 pairs the Tensor G5 chip with Gemini Nano to run language models directly on the handset. We examine what on-device AI actually delivers, and what it gives up.
What Makes the Fastest Phone in the World: Inside 2026 Flagship Chipsets
PhoneBuff-style speed tests crown a winner every year, but the gauntlet measures memory, storage and thermals as much as CPU muscle. We look inside the silicon that decides the result.
The 2026 AI Model Wars: GPT, Claude and Gemini Enter the Arena
Frontier models from OpenAI, Google and Anthropic now ship faster than reviewers can test them. We break down what the competition is actually about, and where the marketing outruns the machines.
From Words to Vectors: How Embeddings Give Language Models Meaning
How words became numbers: from word2vec to contextual embeddings inside LLMs, cosine similarity, semantic search, RAG, and why vector databases exist.
How MediaTek Won the Phone Chip War
From budget-chip underdog to the world's largest smartphone SoC vendor by volume: the strategy, silicon, and economics behind MediaTek's climb to the top.
The Siting Problem: Where AI Data Centers End Up, and Why
Cheap power, fiber, water, and interconnection queues decide where AI data centers are built — and why so many end up next to small towns that never expected them.
Why AI Models Hallucinate: The Mechanics Behind Confident Nonsense
Why large language models produce fluent, confident, false statements: next-token probability, training that rewards plausibility, and why hallucination resists elimination.
From Autocomplete to Assistant: How AI Chatbots Actually Work
Strip away the conversation and an AI chatbot is a probability engine over tokens. This is the machinery underneath the pleasantries — tokenization, training, hallucination, and the product layer that turns a model into an assistant.
The Water Bill of Intelligence: How AI Data Centers Tap Cities' Drinking Supplies
AI is usually described as compute-hungry, but in a growing number of communities the thirstiest part of the stack is water. Evaporative cooling turns heat into vapor, and the make-up water comes from somewhere real.
Humanoid Robots in 2026: Reading the Gap Between the Demos and the Deployment
Backflips, robot games, and factory pilots: humanoid robotics is having its loudest year yet. This analysis reads the gap between what the demos show and what deployment actually requires.
Computing With Light: Can Photonic Chips Break AI's Power Wall
AI's electricity bill is becoming the constraint on the industry's ambitions. Photonic chips promise matrix math at the energy cost of a light pulse — this analysis separates the physics from the vendor claims.
AI Voice Cloning: How Three Seconds of Audio Became a Security Problem
Modern neural voice cloning needs only seconds of clean audio to reproduce a voice convincingly. We trace how speaker-embedding TTS pipelines made that possible, the fraud cases that followed, and what detection, watermarking, and callback…
CAPTCHA vs. AI: The Verification War for the Open Web
CAPTCHAs were built on the assumption that computers could not see. Then vision models learned to. We trace the challenge from von Ahn's original idea through reCAPTCHA's book digitization to the invisible behavioral era, and ask what…
How VPNs Encrypt Traffic: Privacy Tunnels, Explained
A VPN is an overlay network that extends a private network across a public one through encryption and tunneling. We break down what that actually means, what a VPN protects you from, what it does not, and why the WireGuard era changed the…
Right to Repair: Why Your Phone Still Fights Being Fixed
Right to repair is now law in a growing number of US states and embedded in EU ecodesign rules, yet phones still resist repair through parts pairing, glued batteries, and proprietary fasteners. We examine what changed, what did not, and…
Android 17: Inside Google's Biggest Operating-System Upgrade in Years
After several years of quiet refinement, Android 17 arrives with a visual overhaul, rebuilt privacy controls, and a deeper on-device AI layer. We look at what actually changed, who gets it, and whether the 'biggest in years' claim survives…
Apple A19 Pro: What 2026's Flagship Chip Says About On-Device AI
Apple's A19 Pro arrives into a market where the smartphone's defining workloads are neural. We read the chip for what it reveals about the memory wall, the per-watt doctrine, and what flagship phones will soon run without the cloud.
iPhone Air: Why Apple Bet on the World's Thinnest Phone
Apple's thinnest iPhone ever is a statement about where phone design is headed — and a catalog of compromises. We examine what the Air trades away, and why Apple made the bet anyway.
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