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Perplexity Hub
Epcylon Technologies and the Rise and Fade of Stealth Trading
I first came across epcylon while researching early attempts to blend psychology with algorithmic trading, a space now crowded but...
AI News
Sam Altman Warns Superintelligence May Arrive by 2028
I remember the first time I heard a technology leader speak about the future with both certainty and unease. It...
AI News
Honda AI That Warns About Potholes Before You Hit Them
I have driven enough city roads to know that potholes rarely announce themselves. They appear suddenly, often too late to...
Perplexity Hub
Startup Booted Fundraising Strategy: Revenue-First Growth Without VC
I remember the first time I heard a founder say they were not raising money because their customers already were....
Perplexity Hub
IP Metropolitan Area Network: The Fiber Backbone Powering Smart Cities
I have walked city streets where nothing about the sidewalks hints at the torrents of data racing beneath them. Yet...
Perplexity Hub
XLOOKUP Explained: Excel’s Most Powerful Lookup Function
I still remember the first time a spreadsheet failed me at a critical moment. A simple column shift broke an...
AI News
KPMG Fines Partner for Cheating With AI in Training
I see this incident as less about cheating and more about contradiction. In July 2025, a senior partner at KPMG...
AI News
Google DeepMind Lyria 3 Brings AI Music to Gemini
I have followed AI music systems long enough to remember when they felt like party tricks. Tinny melodies, awkward rhythms,...
AI News
Gemini 3.1 Pro vs Claude 4.6 Sonnet Explained
I approach this comparison from the standpoint of someone watching the meaning of “reasoning” quietly shift inside artificial intelligence. In...
Perplexity Hub
The Joi Database Explained: Platform, Library, and Data System
I first encountered the phrase “the joi database” the same way many readers do: through confusion. A single search term...
