Documenting real thoughts from engineering practice and product implementation.
Technology won't level the playing field, it will only infinitely amplify gaps. When computing power is no longer scarce, what becomes scarce is your ability to define problems.
Microsoft releases AgentRx framework for debugging AI agents. When AI systems become black boxes, interpretability becomes a security concern.
When NVIDIA CEO Jensen Huang claims AGI is achieved, what's worth pondering is not whether he's right, but who has the authority to define AGI? Technical definition is an extension of business competition.
Meta CEO Zuckerberg is training AI agents to assist with CEO duties. The role of human managers is being redefined.
8 types of human-created labels are advancing simultaneously. Label proliferation actually dilutes trust; authenticity becomes a scarce resource requiring certification.
OpenAI is negotiating to buy fusion company power. AI giants are getting into energy. AI competition moves from algorithms to compute to energy.
AI-generated fake songs made $8 million through streaming fraud; perpetrator sentenced. The cost of tech-enabled evil approaches zero, legal deterrence is diluted.
LLMs can conjecture, prove, and challenge scientific problems. AI evolves from computational tool to research partner.
From AGI definition rights to AI warfare thresholds, from energy moats to trust label certification. 30 articles reviewing core topics of the AI era.
Alexa launches Sassy mode that talks back. A subtle turning point in AI-human relationships.
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