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Why Scaling Large Language Models Won’t Give Us AGI

January 19, 2026 by Edward Silha

Illustration of a chatbot made of text blocks facing a human brain with gears and arrows, representing prediction versus real understandingWe’ve spent the last few years watching language models get disturbingly good at sounding smart. They write coherent essays, debug code, explain quantum physics in simple terms. The experience is convincing enough that serious people have started talking about these systems as if they’re on the cusp of real intelligence, or already past it.

They’re not. And the gap matters more than the hype suggests.

Look, I get the appeal. When ChatGPT solves a tricky programming problem or writes a passable legal brief, it feels intelligent. But fluency isn’t understanding, and being really good at predicting the next word isn’t the same as knowing how the world actually works. [Read more…]

Filed Under: AI, Blog Tagged With: AGI, AI hype, AI research, artificial general intelligence, causal reasoning, GPT models, language models, machine learning limits

Google Quietly Lets Gmail Users Change Their Email Address Without Losing Their Account

December 26, 2025 by Edward Silha

A cartoon adult user looking embarrassed at an old Gmail address on a screen, with a refreshed modern address appearing beside it.Google is finally undoing one of Gmail’s longest standing frustrations. Users who have been stuck for years with outdated or embarrassing email addresses now have a way out that does not involve starting over. A newly updated Google support document confirms that Gmail accounts can now be assigned a new address while keeping the same account, inbox, and data intact. [Read more…]

Filed Under: Blog, Tech In General Tagged With: account management, email addresses, email security, Gmail, Gmail features, Google, Google accounts, Google Drive, Google Maps, YouTube

Microsoft Blocks Popular Windows Activation Hack

November 14, 2025 by Edward Silha

Cartoon illustration of a worried middle-aged man in glasses pointing at a laptop on a desk. The laptop screen shows a Windows logo next to a cartoon thief holding a padlock. Beside the laptop is a trash bin overflowing with papers labeled “Activation Script,” with smoke rising from them. The background includes large, faint security icons.Microsoft has closed the door on one of the most widely used tricks for activating Windows 11 without paying for it. The company pushed out new security updates this month that permanently disable a set of PowerShell scripts known as MAS, short for Microsoft Activation Scripts. The tools, created by a group called Massgrave, had been circulating on GitHub for years and gave users a quick way to unlock Windows or Office without a valid license. [Read more…]

Filed Under: Blog, Tech In General Tagged With: KMS38, MAS scripts, Massgrave, Microsoft, piracy crackdown, PowerShell, software security, Windows 11, Windows activation

Digital ID Hits the Wallet: U.S. Passports Join Apple Wallet for TSA Travel

November 12, 2025 by Edward Silha

Illustration of a smartphone screen showing a Digital ID in Apple Wallet labeled "Kelly G." alongside a physical U.S. passport, symbolizing the integration of passport-based identity verification with Apple’s digital ecosystem.Apple has launched a new feature that lets U.S. passport holders add their passport as a Digital ID in Apple Wallet, usable at over 250 TSA airport checkpoints nationwide. The rollout marks a key expansion of Apple’s digital identity push and eliminates the need for a physical driver’s license or state ID, at least for domestic travel. [Read more…]

Filed Under: Blog, Tech In General Tagged With: Apple, Apple Wallet, biometric verification, Digital ID, iOS 26, iPhone, mobile identity, travel, TSA, U.S. passport

AWS Outage Shows How Fragile the Cloud Really Is

October 21, 2025 by Edward Silha

Cartoon-style illustration of a dimly lit office with computer screens showing Venmo, Delta, McDonald’s, and Alexa logos, and a sign on the door reading “Gone to reboot — AWS US-EAST-1,” humorously symbolizing an internet outage.On October 20th, 2025, a disruption in a single AWS service rippled through the backbone of the internet. What started as elevated error rates in Amazon’s DynamoDB service in the US-EAST-1 region quickly escalated into a full-blown outage across dozens of AWS products. For anyone who relies on Amazon Web Services, and that’s nearly everyone, this was a stark reminder of just how fragile cloud infrastructure can be. [Read more…]

Filed Under: Blog, Tech In General, WebDev Tagged With: Amazon Web Services, AWS outage, cloud infrastructure, cloud resilience, Delta app, DNS failure, DynamoDB, internet outage, Venmo outage

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