Clock speed doesn't matter if you run out of VRAM. Memory capacity is officially the #1 spec for every GPU buyer this year. ๐ฎ๐พ #GPUs#PCGaming#Tech
Single-board computers are getting serious NPU upgrades. Running real-time vision and voice AI on a tiny $80 board is wild. ๐โก #EdgeAI#RaspberryPi
Nobody writes boilerplate code anymore. In 2026, coding is 20% typing and 80% reviewing what your AI agent just built. ๐จโ๐ป๐ค #Coding#SoftwareDev
x86 laptops are sweating. The newest ARM chips are hitting 20+ hours of battery life while compiling code at desktop speeds. ๐๐ป #Laptops#TechTrends
Fine-tuning an LLM used to take a server rack. Now you can train custom models on a single consumer GPU in 20 minutes. ๐ ๏ธ๐ #MachineLearning#AI#GPUs
Every time a closed AI model drops, the open-source community matches it in 3 weeks for free. The moat is disappearing. ๐๐ฅ #OpenSource#AI#TechNews
AI autocomplete is old news. New autonomous dev agents can plan, write, and debug full repos in sandboxes while you sleep. ๐๐จโ๐ป #AIAgents#Tech
Gartner predicts 80% of independent "neocloud" providers will shut down or get bought by 2030, putting $3.5T in AI spend at risk. Efficiency > raw scale. ๐โ๏ธ #Cloud#TechNews
The new Apple TV 4K finally gets an AI brain: built-in mics for hands-free Siri, smart camera alerts, and 4-speaker HomePod mini 2 surround sound. ๐บ๐ #Apple#SmartHome
Microsoft and NVIDIA just supercharged local AI. With the new Surface RTX Spark Dev Box and MAI-Code-1.1-Flash running at 25% of the cost, hybrid local compute is officially taking over. ๐ปโก #AI#LocalLLM
The S&P 500 bull market turns 4 today.
Since the Oct 12, 2022 low near 3,577, it's up 118%+, the 8th-longest run since WWII.
The catch: 84% of S&P stocks are still 10%+ below their highs. AI giants are doing the heavy lifting.
Year 5: party or hangover? ๐
Wall Street just named the AI risk: "massive capital destruction."
OpenAI's revenue run-rate got marked down ~$20B. Anthropic lost $42B last year. Cheap Chinese models are eating margins while US giants still plan ~$1.3T of AI infra by 2027.
Fiber boom reduxโor a harder landing