ankush
@ankushchk
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tinkering around // exploring @solana // 19
india
Joined August 2020
Concept of Subnets A decentralized competitive marketplace within the Bittensor network dedicated to a specific digital task Miners: Compete to provide the best AI output or compute. Validators: Test, grade and rank the miners work. Incentive: High-ranking miners earn TAO (5/n)
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While Bitcoin miners produce "hashes" (which are useless outside of security). Bittensor miners produce "intelligence" (which can be used to power apps and research). (4/n)
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In bitcoin the miner is slow or your electricity is too expensive you lose money and quit. in Bittensor your AI model is inaccurate or slow your incentive drops. In a full subnet the lowest-performing miners are de-registered (kicked out) to make room for better ones. (3/n)
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I'd describe it as Proof of Intelligence where miners compete using compute power to solve complex AI tasks and the network rewards those who provide the highest quality output. (2/n)
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I'm genuinely impressed by the @opentensor vision and the shift toward decentralized AI. Here are my key insights from the @HackQuestIN event at IIT Delhi (1/n)
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Tailwind lays of 75% of their team. the reason is so ironic: > their css framework became extremely popular w AI coding agents, 75m downloads/mo > that meant nobody would visit their docs where they promoted paid offerings > resulting in 40% drop in traffic & 80% revenue loss
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POV: When I became a Reply Guy. gm my cuh, weirdos, nerds and every weird adjectives on the dictionary.
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Jake Paul made $92M for 989 seconds in the ring just over 16 minutes. That's ~$93K per second, $5.6M per minute, and ~$16.5M per round. Say what you want about influencer boxing few knockouts have ever paid like this.
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key features: • asset-free audio: real-time sound synthesis powered by the web audio api. • visuals: neon cyberpunk aesthetic with particle bursts and "perfect" popups. • gameplay: infinite scrolling with progressively increasing difficulty as the score rises.
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just built "scrolly keys" for the @scrollyfeed game jam! it's a procedural rhythm game where the music is generated in real time using the web audio api no assets, just code with near-zero latency from direct audio-thread synthesis (no loading or decoding delays).
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tried an android ui automation agent (os repo) after actually using it, its obvious why openai wins at agentic workflows. thier models follow instructions, make fast small decisions and don't spiral into loops. local/oss models are great at text, but agents need predictability
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New Delhi’s AQI is now likely more than sum of IQ of all politicians in Delhi
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wrote a script so my lights won’t turn off at night until i complete 10k steps. only then i’m allowed to sleep🚶♂️
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Sunday: At XAI hackathon Monday 10pm: Got offer at XAI This company moves crazy fast
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