We live inside sealed algorithmic bubbles that engineer emotion, identity and belief. Legacy journalism collapses; creators and influencers occupy the information space. Truth is no longer what can be proven, it’s what the platform amplifies — whatever keeps you scrolling, angry, loyal, predictable.
wo billion, no product: with Thinking Machines Lab, Mira Murati pursues deterministic AI—always consistent and reproducible. Between the probabilistic path of LLMs and the rigidity of Symbolic AI, the goal is a batch-invariant runtime to remove variability and hallucinations. Opportunities for finance, research and governance; risks for human freedom and ambiguity. Can reality be reduced to language?
Hashtags began as a user-powered map of the web: open, decentralized, and fiercely democratic. Today, platforms push passive feeds and sideline that active choice. This piece tracks the arc from Chris Messina’s 2007 spark to Instagram’s 2024 de-prioritization, the “shadowban” chill, and the marketing chorus urging creators to drop tags. Verdict: hashtags still help human discovery and niche communities—exactly why platforms want them minimized. If you care about reach, autonomy, and culture, this is the battle line.
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