ื•ื•ื™ ืžื™ืจ ื’ืขื‘ื•ื™ื˜ ืึท ืคื™ืจืžืข ืื™ืŸ ืกื™ืœื™ืงืึธืŸ ื•ื•ืึทืœื™

ื•ื•ื™ ืžื™ืจ ื’ืขื‘ื•ื™ื˜ ืึท ืคื™ืจืžืข ืื™ืŸ ืกื™ืœื™ืงืึธืŸ ื•ื•ืึทืœื™ืžื™ื™ื ื•ื ื’ ืคื•ืŸ ืกืึทืŸ ืคึฟืจืึทื ืกื™ืกืงืึธ ืคื•ืŸ ื“ื™ ืžื–ืจื— ื–ื™ื™ึทื˜ ืคื•ืŸ ื“ื™ ื‘ื•ื›ื˜ืข

ืฉืœื•ื ื”ืื‘ืจ,

ืื™ืŸ ื“ืขื ืคึผืึธืกื˜ืŸ ืื™ืš ื•ื•ืขืœ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ื•ื•ื™ ืžื™ืจ ื’ืขื‘ื•ื™ื˜ ืึท ืคื™ืจืžืข ืื™ืŸ ืกื™ืœื™ืงืึธืŸ ื•ื•ืึทืœื™. ืื™ืŸ ืคื™ืจ ื™ืืจ, ืžื™ืจ ื’ืขื’ืื ื’ืขืŸ ืคื•ืŸ ืึท ืฆื•ื•ื™ื™-ืžืขื ื˜ืฉ ืกื˜ืึทืจื˜ืึทืคึผ ืื™ืŸ ื“ื™ ืงืขืœืขืจ ืคื•ืŸ ืึท ื‘ื ื™ืŸ ืื™ืŸ ืกืึทืŸ ืคึฟืจืึทื ืกื™ืกืงืึธ ืฆื• ืึท ื’ืจื•ื™ืก, ืจืขืงืึทื’ื ื™ื™ื–ืึทื‘ืึทืœ ืคื™ืจืžืข ืžื™ื˜ ืื™ื‘ืขืจ $ 30 ืžื™ืœื™ืึธืŸ ืื™ืŸ ื™ื ื•ื•ืขืกื˜ืžืึทื ืฅ ืคื•ืŸ ื‘ืึทื•ื•ื•ืกื˜ ื’ืขืœื˜, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ืึทื–ืึท ื“ื–ืฉื™ื™ืึทื ืฅ ื•ื•ื™ a16z.

ื•ื ื˜ืขืจ ื“ืขืจ ื“ื•ืจื›ืฉื ื™ื˜ ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ื˜ืฉื™ืงืึทื•ื•ืข ืžืขืฉื™ื•ืช ื•ื•ืขื’ืŸ Y Combinator, ืคื™ืจื ืขื ื™ื ื•ื•ืขืกื˜ืžืึทื ืฅ, ืžืึทื ืฉืึทืคึฟื˜ ื–ื•ื›ืŸ ืื•ืŸ ืื ื“ืขืจืข ืึทืกืคึผืขืงืฅ ืคื•ืŸ ืœืขื‘ืŸ ืื•ืŸ ืึทืจื‘ืขื˜ ืื™ืŸ ื“ื™ ื˜ืึธืœ.

ืคึผืจืขื”ื™ืกื˜ืึธืจื™

ืื™ืš ื‘ื™ืŸ ื’ืขืงื•ืžืขืŸ ืฆื• ื“ืขื ื˜ืึธืœ ืื™ืŸ 2011 ืื•ืŸ ื–ื™ืš ืื™ื™ื ื’ืขืฉืจื™ื‘ืŸ MemSQL, ืึท ืคื™ืจืžืข ื•ื•ืึธืก ืื™ื– ืคึผื•ื ืงื˜ ื’ืจืึทื“ื–ืฉืึทื•ื•ื™ื™ื˜ื™ื“ ืคื•ืŸ Y Combinator. ืื™ืš ืื™ื– ื’ืขื•ื•ืขืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ืึธื ื’ืขืฉื˜ืขืœื˜ืขืจ ืื™ืŸ MemSQL. ืžื™ืจ ื”ืื‘ืŸ ื’ืขืืจื‘ืขื˜ ืคื•ืŸ ื ื“ืจื™ื™-ืฆื™ืžืขืจ ื“ื™ืจื” ืื™ืŸ ื“ืขืจ ืฉื˜ืื˜ ืžืขื ืœื ืคืืจืง, ืื™ืŸ ื•ื•ืขืœื›ืŸ ืžื™ืจ ื”ืื‘ืŸ ื’ืขื•ื•ืื•ื™ื ื˜ (ืื™ืš ืื•ืŸ ืžื™ื™ืŸ ืคืจื•ื™ ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืื™ืŸ ืื™ื™ืŸ ืฆื™ืžืขืจ, ื“ืขืจ ืกืขืึธ ืื•ืŸ ื–ื™ื™ืŸ ืคืจื•ื™ ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืื™ืŸ ืืŸ ืื ื“ืขืจืŸ, ืื•ืŸ ื“ื™ ืคื™ืจืžืขืก CTO, ื ื™ืงื™ื˜ืึท ืฉืึทืžื’ื•ื ืึธื•ื•, ืื™ื– ื’ืขืฉืœืึธืคืŸ ืื•ื™ืคืŸ ืกืึธืคืข. ืื™ืŸ ื“ื™ ืœื™ื•ื•ื™ื ื’ ืจื•ื). ืฆื™ื™ื˜ ืื™ื– ื’ืขืคืœื•ื™ื’ืŸ, MemSQL ืื™ื– ื”ื™ื™ึทื ื˜ ืึท ื’ืจื•ื™ืก ืคืึทืจื ืขืžื•ื ื’ ืคื™ืจืžืข ืžื™ื˜ ื”ื•ื ื“ืขืจื˜ืขืจ ืคื•ืŸ ืขืžืคึผืœื•ื™ื™ื–, ืžื•ืœื˜ื™ืžื™ืœื™ืึธืŸ-ื“ืึธืœืึทืจ ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืื•ืŸ ืึทืŸ ืึธืคื™ืก ืื™ืŸ ื“ืขื ืฆืขื ื˜ืขืจ ืคื•ืŸ ืกืึทืŸ ืคึฟืจืึทื ืกื™ืกืงืึธ.

ืื™ืŸ 2016, ืื™ืš ืื™ื™ื ื’ืขื–ืขืŸ ืึทื– ื“ื™ ืคื™ืจืžืข ื”ืื˜ ืึทื•ื˜ื’ืจืึธื•ื• ืžื™ืจ, ืื•ืŸ ื‘ืึทืฉืœืึธืกืŸ ืขืก ืื™ื– ืฆื™ื™ึทื˜ ืฆื• ืึธื ื”ื™ื™ื‘ืŸ ืขืคึผืขืก ื ื™ื™ึท. ื ืึธืš ื ื™ืฉื˜ ื‘ืึทืฉืœืึธืกืŸ ื•ื•ืึธืก ืฆื• ื˜ืึธืŸ ื•ื•ื™ื™ึทื˜ืขืจ, ืื™ืš ื‘ื™ืŸ ื’ืขื–ืขืกืŸ ืื™ืŸ ืึท ืงืึทื•ื•ืข ืงืจืึธื ืื™ืŸ ืกืึทืŸ ืคึฟืจืึทื ืกื™ืกืงืึธ ืื•ืŸ ืœื™ื™ืขื ืขืŸ ืขื˜ืœืขื›ืข ืึทืจื˜ื™ืงืœ ืคื•ืŸ ืึทื– ื™ืึธืจ ื•ื•ืขื’ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ. ืืŸ ืื ื“ืขืจ ื™ื•ื ื’ืขืจืžืืŸ ื”ืื˜ ื–ื™ืš ื’ืขื–ืขืฆื˜ ืœืขื‘ืŸ ืžื™ืจ ืื•ืŸ ื’ืขื–ืื’ื˜: "ืื™ืš ื”ืื‘ ื‘ืืžืขืจืงื˜ ืื– ื“ื• ืœื™ื™ื ืกื˜ ื•ื•ืขื’ืŸ ื ืฉืจื™ื™ึทื‘ืžืึทืฉื™ืŸ, ืœืึธืžื™ืจ ื–ื™ืš ื‘ืึทืงืขื ื˜ืŸ." ืกื™ื˜ื•ืึทื˜ื™ืึธื ืก ื•ื•ื™ ื“ืึธืก ื–ืขื ืขืŸ ืคึผืจืึธืกื˜ ืื™ืŸ ืกืึทืŸ ืคึฟืจืึทื ืกื™ืกืงืึธ. ืจื•ื‘ึฟ ืžืขื ื˜ืฉืŸ ืื™ืŸ ืงืึทื•ื•ืข ืฉืึทืคึผืก, ืจืขืกื˜ืจืึทื ืฅ ืื•ืŸ ืื•ื™ืฃ ื“ื™ ื’ืึทืก ื–ืขื ืขืŸ ืขืžืคึผืœื•ื™ื™ื– ืคื•ืŸ ืกื˜ืึทืจื˜ืึทืคึผืก ืึธื“ืขืจ ื’ืจื•ื™ืก ื˜ืขืง ืงืึธืžืคึผืึทื ื™ืขืก, ืึทื–ื•ื™ ื“ื™ ืžืึทืฉืžืึธืขืก ืฆื• ื˜ืจืขืคืŸ ืึทื–ืึท ืึท ืžืขื ื˜ืฉ ืื™ื– ื–ื™ื™ืขืจ ื”ื•ื™ืš. ื ืึธืš ืฆื•ื•ื™ื™ ื‘ืึทื’ืขื’ืขื ื™ืฉืŸ ืžื™ื˜ ื“ืขื ื™ื•ื ื’ ืžืขื ื˜ืฉ ืื™ืŸ ืึท ืงืึทื•ื•ืข ืงืจืึธื, ืžื™ืจ ื‘ืึทืฉืœืึธืกืŸ ืฆื• ืึธื ื”ื™ื™ื‘ืŸ ื‘ื•ื™ืขืŸ ืึท ืคื™ืจืžืข ื•ื•ืึธืก ื‘ื•ื™ืขืŸ ืงืœื•ื’ ืึทืกื™ืกื˜ืึทื ืฅ. ืกืึทืžืกื•ื ื’ ื”ืื˜ ืคึผื•ื ืงื˜ ื’ืขืงื•ื™ืคื˜ VIV, Google ื”ืื˜ ืึทื ืึทื•ื ืกื˜ Google ืึทืกืกื™ืกื˜ืึทื ื˜, ืื•ืŸ ืขืก ื’ืขื•ื•ืขืŸ ื•ื•ื™ ื“ื™ ืฆื•ืงื•ื ืคึฟื˜ ืื™ื– ืขืจื’ืขืฅ ืื™ืŸ ื“ืขื ืจื™ื›ื˜ื•ื ื’.

ื•ื•ื™ ืืŸ ืื ื“ืขืจ ื‘ื™ื™ืฉืคึผื™ืœ ืคื•ืŸ ื•ื•ื™ ืคื™ืœืข ืžืขื ื˜ืฉืŸ ืื™ืŸ SF ืึทืจื‘ืขื˜ ืื™ืŸ ื“ื™ IT ืคืขืœื“, ืึท ื•ื•ืึธืš ืึธื“ืขืจ ืฆื•ื•ื™ื™ ืฉืคึผืขื˜ืขืจ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื™ื•ื ื’ ืžืขื ื˜ืฉ ืื•ืŸ ืื™ืš ื–ืขื ืขืŸ ื’ืขื–ืขืกืŸ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืงืึทื•ื•ืข ืงืจืึธื, ืื•ืŸ ืื™ืš ื’ืขืžืื›ื˜ ืขื˜ืœืขื›ืข ืขื ื“ืขืจื•ื ื’ืขืŸ ืฆื• ืื•ื ื“ื–ืขืจ ืฆื•ืงื•ื ืคึฟื˜ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ, ืื•ืŸ ืขืจ ื”ืื˜ ื’ืึธืจื ื™ืฉื˜ ืฆื• ื˜ืึธืŸ. ื˜ืึธืŸ . ืขืจ ื”ืึธื˜ ื–ื™ืš ืคึผืฉื•ื˜ ืื•ื™ืกื’ืขื“ืจื™ื™ื˜ ืฆื• ืึท ืจืึทื ื“ืึธื ื™ื•ื ื’ืขืจืžืึทืŸ ื•ื•ืึธืก ืื™ื– ื’ืขื–ืขืกืŸ ืคืึทืจ ืื•ื ื“ื– ืื™ื‘ืขืจืŸ ื˜ื™ืฉ ืื•ืŸ ื’ืขื–ืึธื’ื˜ โ€œื˜ื•ื™ื˜ ื˜ื™ื™ืคึผื™ื ื’?โ€, ืื•ื™ืฃ ื•ื•ืึธืก ื“ืขืจ ื™ื•ื ื’ืขืจืžืึทืŸ ื”ืึธื˜ ืื™ื‘ืขืจืจืึทืฉื˜ ื’ืขืขื ื˜ืคืขืจื˜ โ€œื™ืึธ, ื•ื•ื™ ื•ื•ื™ื™ืกื˜ื•?โ€

ืื™ืŸ ืืงื˜ืื‘ืขืจ 2016, ืžื™ืจ ื‘ืึทืฉืœืึธืกืŸ ืฆื• ืึธื ื”ื™ื™ื‘ืŸ ืจื™ื™ื–ื™ื ื’ ืคื™ืจื ืขื ืงืึทืคึผื™ื˜ืึทืœ ื™ื ื•ื•ืขืกื˜ืžืึทื ืฅ. ืื™ืš ื”ืึธื‘ ื’ืขืžื™ื™ื ื˜ ืึทื– ืฆื• ื‘ืึทืงื•ืžืขืŸ ืฆื• ืึท ื‘ืึทื’ืขื’ืขื ื™ืฉ ืžื™ื˜ ืฉืคึผื™ืฅ ื™ื ื•ื•ืขืกื˜ืขืจื– ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ ื–ื™ื™ืขืจ ืฉื•ื•ืขืจ. ืขืก ื”ืึธื˜ ื–ื™ืš ืึทืจื•ื™ืกื’ืขื•ื•ื™ื–ืŸ ืึทื– ื“ืึธืก ืื™ื– ื’ืึธืจ ืคืึทืœืฉ. ืื•ื™ื‘ ื ืื™ื ื•ื•ืขืกื˜ื™ืจืขืจ ื”ืื˜ ืืคื™ืœื• ื“ื™ ืžื™ื ื“ืกื˜ืข ื—ืฉื“ ืื– ื ืคื™ืจืžืข ืงืขืŸ ื–ื™ืš ืื•ื™ืคื”ื•ื™ื‘ืŸ, ื•ื•ืขืœืŸ ื–ื™ื™ ืžื™ื˜ ืฉืžื—ื” ืคืืจื‘ืจืขื ื’ืขืŸ ื ืฉืขื” ืคื•ืŸ ื–ื™ื™ืขืจ ืฆื™ื™ื˜ ืฆื• ืจืขื“ืŸ. ื ื’ืจื•ื™ืก ื’ืขืœืขื’ื ื”ื™ื™ึทื˜ ืคื•ืŸ ื•ื•ื™ืกื˜ ืึท ืฉืขื” ืื•ื™ืฃ ืึท ื˜ื•ื™ื˜-ืกื•ืฃ ืคื™ืจืžืข ืื™ื– ืคื™ืœ ื‘ืขืกืขืจ ื•ื•ื™ ืึท ืงืœื™ื™ืŸ ื’ืขืœืขื’ื ื”ื™ื™ึทื˜ ืคื•ืŸ ืคืขืœื ื“ื™ืง ื“ื™ ื•ื•ื™ื™ึทื˜ืขืจ ื™ื™ื ื”ืึธืจืŸ. ื“ืขืจ ืคืึทืงื˜ ืึทื– ืื™ืš ืื™ื– ื’ืขื•ื•ืขืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ืึธื ื’ืขืฉื˜ืขืœื˜ืขืจ ืคื•ืŸ MemSQL ืขืจืœื•ื™ื‘ื˜ ืื•ื ื“ื– ืฆื• ื‘ืึทืงื•ืžืขืŸ ืžื™ื˜ื™ื ื’ื– ืื•ื™ืฃ ืื•ื ื“ื–ืขืจ ืงืึทืœืขื ื“ืึทืจ ืžื™ื˜ ื–ืขืงืก ื–ื™ื™ืขืจ ืงื™ืœ ื™ื ื•ื•ืขืกื˜ืขืจื– ืื™ืŸ ื“ื™ ื˜ืึธืœ ืื™ืŸ ืึท ื•ื•ืึธืš ืคื•ืŸ ืึทืจื‘ืขื˜. ืžื™ืจ ื–ืขื ืขืŸ ื™ื ืกืคึผื™ื™ืขืจื“. ืื‘ืข ืจ ืžื™ ื˜ ื“ืข ืจ ื–ืขืœื‘ืข ืจ ื’ืจื™ื ื’ืงืฒื˜ , ืžื™ ื˜ ืฐืขืœื›ืข ืจ ืžื™ ืจ ื”ืื‘ ืŸ ื‘ืืงื•ืžืข ืŸ ื“ ื™ ืžื™ื˜ื™ื ื’ืขืŸ , ื”ืื‘ ืŸ ืžื™ ืจ ื’ืขืคืืœ ืŸ ื“ ื™ ื–ื™ืฆื•ื ื’ืขืŸ . ื™ื ื•ื•ืขืกื˜ืขืจื– ื˜ืจืขืคืŸ ืžื™ื˜ ื˜ื™ืžื– ื•ื•ื™ ืื•ื ื“ื– ืขื˜ืœืขื›ืข ืžืึธืœ ืึท ื˜ืึธื’ ืื•ืŸ ื–ืขื ืขืŸ ื‘ื™ื›ื•ืœืช ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืื™ืŸ ืึท ืžื™ื ื™ืžืึทืœ ืฆื™ื™ื˜ ืึทื– ื“ื™ ื’ื™ื™ื– ืื™ืŸ ืคืจืึธื ื˜ ืคื•ืŸ ื–ื™ื™ ื”ืึธื‘ืŸ ืงื™ื™ืŸ ื’ืขื“ืึทื ืง ื•ื•ืึธืก ื–ื™ื™ ื˜ืึธืŸ.

ืึทืคึผืคึผืœื™ืงืึทื˜ื™ืึธืŸ ืฆื• ื™ ืงืึธืžื‘ื™ื ืึทื˜ืึธืจ

ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขื“ืึทืจืคื˜ ืฉืœืึทืจืคืŸ ืื•ื ื“ื–ืขืจืข ืกืงื™ืœื– ืื™ืŸ ื‘ื•ื™ืขืŸ ืึท ืคื™ืจืžืข. ื‘ื•ื™ืขืŸ ืึท ืคื™ืจืžืข ืื™ื– ื ื™ืฉื˜ ื•ื•ืขื’ืŸ ืฉืจื™ื™ื‘ืŸ ืงืึธื“. ื“ืึธืก ืžื™ื™ื ื˜ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ืžืขื ื˜ืฉืŸ ื“ืึทืจืคึฟืŸ, ืึธื ืคื™ืจืŸ ื‘ืึทื ื™ืฆืขืจ ืฉื˜ื•ื“ื™ื•ื, ืคึผืจืึธื•ื˜ืึทื˜ื™ื™ืคึผ, ืจื™ื›ื˜ื™ืง ื‘ืึทืฉืœื™ืกืŸ ื•ื•ืขืŸ ืฆื• ื“ืจื™ื™ืขืŸ ืื•ืŸ ื•ื•ืขืŸ ืฆื• ืคืึธืจื–ืขืฆืŸ, ื’ืขืคึฟื™ื ืขืŸ ืึท ืคึผืจืึธื“ื•ืงื˜-ืžืึทืจืง ืคึผืึทืกื™ืง. ืคึผื•ื ืงื˜ ืื™ืŸ ื“ืขื ืฆื™ื™ึทื˜, ืจืึทืงืจื•ื˜ืžืึทื ื˜ ืื™ื– ื’ืขื•ื•ืขืŸ ื’ืขื ื•ืžืขืŸ ืคึฟืึทืจ Y Combinator ื•ื•ื™ื ื˜ืขืจ 2017. Y Combinator ืื™ื– ื“ื™ ืžืขืจืกื˜ ืคึผืจืขืกื˜ื™ื“ื–ืฉืึทืก ืึทืงืกืขืœืขืจืึทื˜ืึธืจ ืื™ืŸ ืกื™ืœื™ืงืึธืŸ ื•ื•ืึทืœื™, ื“ื•ืจืš ื•ื•ืึธืก ืึทื–ืึท ื“ื–ืฉื™ื™ืึทื ืฅ ื•ื•ื™ ื“ืจืึธืคึผื‘ืึธืงืก, ืจืขื“ื“ื™ื˜, Airbnb ืื•ืŸ ืืคื™ืœื• ืžืขืžืกืงืœ ื“ื•ืจื›ื’ืขื’ืื ื’ืขืŸ. ื“ื™ ืงืจื™ื™ื˜ื™ืจื™ืึท ืคึฟืึทืจ Y Combinator ืื•ืŸ ืคื™ืจื ืขื ืงืึทืคึผื™ื˜ืึทืœื™ืกืฅ ื–ืขื ืขืŸ ื–ื™ื™ืขืจ ืขื ืœืขืš: ื–ื™ื™ ื“ืึทืจืคึฟืŸ ืฆื• ืื•ื™ืกืงืœื™ื™ึทื‘ืŸ ืึท ืงืœื™ื™ืŸ ื ื•ืžืขืจ ืคื•ืŸ ืึท ื’ืจื•ื™ืก ื ื•ืžืขืจ ืคื•ืŸ ืงืึธืžืคึผืึทื ื™ืขืก ืื™ืŸ ืกื™ืœื™ืงืึธืŸ ื•ื•ืึทืœื™ ืื•ืŸ ืžืึทืงืกืึทืžื™ื™ื– ื“ื™ ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืฆื• ื›ืึทืคึผืŸ ื“ื™ ื•ื•ื™ื™ึทื˜ืขืจ ื™ื™ื ื”ืึธืจืŸ. ืฆื• ื‘ืึทืงื•ืžืขืŸ ืื™ืŸ Y Combinator, ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืคึผืœืึธืžื‘ื™ืจืŸ ืึท ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ. ื“ืขืจ ืึทื ืงืขื˜ืข ืึธืคึผื•ื•ืึทืจืคืŸ ื‘ืขืขืจืขืš 97% ืคื•ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–, ืึทื–ื•ื™ ืคื™ืœื•ื ื’ ืขืก ืื™ื– ืึทืŸ ื™ื ืงืจืขื“ืึทื‘ืœื™ ืคืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขืš ืคึผืจืึธืฆืขืก. ื ืึธื›ืŸ ืึทื ืงืขื˜ืข ืงื•ืžื˜ ืคึฟืึธืจ ืึทืŸ ืื™ื ื˜ืขืจื•ื•ื™ื•, ื•ื•ืึธืก ืฉื ื™ื™ื“ื˜ ืึธืคึผ ื”ืึทืœื‘ ืคึฟื•ืŸ ื“ื™ ืื™ื‘ืขืจื™ืงืข ืงืึธืžืคึผืึทื ื™ืขืก.

ืžื™ ืจ ื”ืื‘ ืŸ ืคืืจื‘ืจืขื ื’ ื˜ ื ืฐื ืš ืื•ื™ืืฆื•ืคื™ืœ ืŸ ื“ืข ื ืคืืจืžืข , ืื•ื™ืืคื™ืœืŸ , ืœืฒืขื ืข ืŸ ืžื™ ื˜ ืคืจืฒื ื“ , ื ืื›ืืžื ืœ ืœืฒืขื ืขืŸ , ื ืื›ืืžืืœ . ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜, ืžื™ืจ ื”ืึธื‘ืŸ ื ืึธืš ืึท ืคึผืึธืจ ืคื•ืŸ ื•ื•ืึธื›ืŸ ื‘ืึทืงื•ืžืขืŸ ืึท ืคืึทืจื‘ืขื˜ื•ื ื’ ืคึฟืึทืจ ืึทืŸ ืื™ื ื˜ืขืจื•ื•ื™ื•. ืžื™ืจ ื’ืึทื˜ ืื™ืŸ 3%, ืึทืœืข ื•ื•ืึธืก ื‘ืœื™ื™ื‘ื˜ ืื™ื– ืฆื• ื‘ืึทืงื•ืžืขืŸ ืื™ืŸ 1.5%. ื“ืขืจ ืื™ื ื˜ืขืจื•ื•ื™ื• ื ืขืžื˜ ืึธืจื˜ ืื™ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ืงื•ื•ืึทืจื˜ื™ืจ ืคื•ืŸ YC ืื™ืŸ Mountain View (40 ืžื™ื ื•ื˜ ื“ื•ืจืš ืžืึทืฉื™ืŸ ืคื•ืŸ SF) ืื•ืŸ ื’ืขื“ื•ื™ืขืจื˜ 10 ืžื™ื ื•ื˜. ื“ื™ ื’ืขืฉื˜ืขืœื˜ืข ืคึฟืจืื’ืŸ ื–ืขื ืขืŸ ื‘ืขืขืจืขืš ื“ื™ ื–ืขืœื‘ืข ืื•ืŸ ื–ืขื ืขืŸ ื‘ืึทื•ื•ื•ืกื˜. ืขืก ื–ืขื ืขืŸ ื–ื™ื™ื˜ืœืขืš ืื•ื™ืฃ ื“ืขืจ ืื™ื ื˜ืขืจื ืขืฅ ื•ื•ื• ืึท ื˜ื™ื™ึทืžืขืจ ืื™ื– ื‘ืึทืฉื˜ื™ืžื˜ ืคึฟืึทืจ 10 ืžื™ื ื•ื˜ ืื•ืŸ ืคึฟืจืื’ืŸ ืคื•ืŸ ืึท ื‘ืึทื•ื•ื•ืกื˜ ืžืึทื ื•ืึทืœ ื–ืขื ืขืŸ ืจืึทื ื“ืึทืžืœื™ ืื•ื™ืกื’ืขืงืœื™ื‘ืŸ ืื•ืŸ ื’ืขื•ื•ื™ื–ืŸ. ืžื™ืจ ืคืืจื‘ืจืื›ื˜ ืฉืขื” ืื•ื™ืฃ ื“ื™ ื–ื™ื™ื˜ืœืขืš ื™ืขื“ืขืจ ื˜ืึธื’, ืื•ืŸ ื’ืขื‘ืขื˜ืŸ ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹ืื•ื ื“ื–ืขืจ ืคืจืขื ื“ื– ื•ื•ืึธืก ื”ืึธื‘ืŸ ื“ื•ืจื›ื’ืขื’ืื ื’ืขืŸ ื“ื•ืจืš YC ืื™ืŸ ื“ืขืจ ืคืึทืจื’ืึทื ื’ืขื ื”ื™ื™ื˜ ืฆื• ืื™ื ื˜ืขืจื•ื•ื™ื• ืื•ื ื“ื– ืื•ื™ืš. ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ืžื™ืจ ืึทืคึผืจืึธื•ื˜ืฉื˜ ืžื™ื˜ื™ื ื’ื– ืžื™ื˜ ื™ื ื•ื•ืขืกื˜ืขืจื– ืžืขืจ ืขืžืขืก ื•ื•ื™ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื—ื•ื“ืฉ ืคืจื™ืขืจ.

ื“ืขืจ ื˜ืึธื’ ืคื•ืŸ ื“ืขื ืื™ื ื˜ืขืจื•ื•ื™ื• ืื™ื– ื’ืขื•ื•ืขืŸ ื–ื™ื™ืขืจ ื˜ืฉื™ืงืึทื•ื•ืข. ืื•ื ื“ื–ืขืจ ืื™ื ื˜ืขืจื•ื•ื™ื• ืื™ื– ื’ืขื•ื•ืขืŸ ืึทืจื•ื 10:XNUMX. ืžื™ืจ ื–ืขื ืขืŸ ืื ื’ืขืงื•ืžืขืŸ ืคืจื™. ืคึฟืึทืจ ืžื™ืจ, ื“ืขืจ ื˜ืึธื’ ืคื•ืŸ ื“ื™ ืื™ื ื˜ืขืจื•ื•ื™ื• ื“ืขืจืœืื ื’ื˜ ืึท ื–ื™ื›ืขืจ ืึทืจื•ื™ืกืจื•ืคืŸ. ื–ื™ื ื˜ ืžื™ื™ืŸ ืคื™ืจืžืข ืื™ื– ืงืœืืจ ื ื™ืฉื˜ ื’ืขื ื•ืžืขืŸ ืึทื•ื•ืขืง ื ืึธืš, ืื™ืš ื“ื™ื•ื•ืขืจืกืึทืคื™ื™ื“ ืžื™ื™ืŸ ืฆื™ื™ื˜ ื™ื ื•ื•ืขืกืžืึทื ื˜ ื“ื•ืจืš ืกื˜ืึทืจื˜ื™ื ื’ ืึท ืคึผืจืึธื•ื‘ื™ื™ืฉืึทื ืขืจื™ ืฆื™ื™ื˜ ืื™ืŸ OpenAI. ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืงืึธ-ื’ืจื™ื ื“ืขืจืก ืคื•ืŸ OpenAI, ืกืึทื ืึทืœื˜ืžืึทืŸ, ืื™ื– ืื•ื™ืš ื’ืขื•ื•ืขืŸ ื“ืขืจ ืคึผืจืขื–ื™ื“ืขื ื˜ ืคื•ืŸ Y Combinator. ืื•ื™ื‘ ืื™ืš ื‘ืึทืงื•ืžืขืŸ ืึทืŸ ืื™ื ื˜ืขืจื•ื•ื™ื• ืžื™ื˜ ืื™ื ืื•ืŸ ืขืจ ื–ืขื˜ OpenAI ืื™ืŸ ืžื™ื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ, ืขืก ืื™ื– ื ื™ืฉื˜ ื“ื™ ืžื™ื ื“ืกื˜ืข ืฆื•ื•ื™ื™ืคืœ ืึทื– ืขืจ ื•ื•ืขื˜ ืคืจืขื’ืŸ ืžื™ื™ืŸ ืคืึทืจื•ื•ืึทืœื˜ืขืจ ื•ื•ืขื’ืŸ ืžื™ื™ืŸ ืคึผืจืึธื’ืจืขืก ื‘ืขืฉืึทืก ืžื™ื™ืŸ ืคึผืจืึธื•ื‘ื™ื™ืฉืึทืŸ ืฆื™ื™ึทื˜. ืื•ื™ื‘ ืื™ืš ื˜ืึธืŸ ื ื™ื˜ ื‘ืึทืงื•ืžืขืŸ ืื™ืŸ Y Combinator, ืžื™ื™ืŸ ืคึผืจืึธื•ื‘ื™ื™ืฉืึทืŸ ืฆื™ื™ึทื˜ ืื™ืŸ OpenAI ื•ื•ืขื˜ ืื•ื™ืš ื–ื™ื™ืŸ ืื™ืŸ ื’ืจื•ื™ืก ืฆื•ื•ื™ื™ืคืœ.

ืฆื•ืž ื’ืœื™ืง, ืกืึทื ืึทืœื˜ืžืึทืŸ ืื™ื– ื ื™ืฉื˜ ื’ืขื•ื•ืขืŸ ืื™ืŸ ื“ื™ ืžืึทื ืฉืึทืคึฟื˜ ื•ื•ืึธืก ื™ื ื˜ืขืจื•ื•ื™ื•ื“ ืื•ื ื“ื–.

ืื•ื™ื‘ Y Combinator ืึทืงืกืขืคึผืฅ ืึท ืคื™ืจืžืข, ื–ื™ื™ ืจื•ืคืŸ ื“ื™ ื–ืขืœื‘ืข ื˜ืึธื’. ืื•ื™ื‘ ื–ื™ื™ ืึธืคึผื•ื•ืึทืจืคืŸ ืขืก, ื–ื™ื™ ืฉืจื™ื™ึทื‘ืŸ ืึท ื‘ืœื™ืฆืคึผืึธืกื˜ ื“ืขืจ ื•ื•ื™ื™ึทื˜ืขืจ ื˜ืึธื’ ืžื™ื˜ ืึท ื“ื™ื˜ื™ื™ืœื“ ื“ืขืจืงืœืขืจื•ื ื’ ืคื•ืŸ ื•ื•ืึธืก. ืึทืงืงืึธืจื“ื™ื ื’ืœื™, ืื•ื™ื‘ ืื™ืจ ื˜ืึธืŸ ื ื™ื˜ ื‘ืึทืงื•ืžืขืŸ ืึท ืจื•ืฃ ืื™ืŸ ื“ื™ ืึธื•ื•ื ื˜, ืขืก ืžื™ื˜ืœ ืึทื– ืื™ืจ ื”ืึธื˜ ืงื™ื™ืŸ ื’ืœื™ืง. ืื•ืŸ ืื•ื™ื‘ ื–ื™ื™ ื’ืขืจื•ืคืŸ, ื“ืขืžืึธืœื˜ ืึธืŸ ืคึผื™ืงื™ื ื’ ืึทืจื•ื™ืฃ ื“ื™ ื˜ืขืœืขืคืึธืŸ, ืื™ืจ ืงืขื ืขืŸ ื•ื•ื™ืกืŸ ืึทื– ื–ื™ื™ ื’ืขื ื•ืžืขืŸ ืื•ื ื“ื–. ืžื™ืจ ื“ื•ืจื›ื’ืขื’ืื ื’ืขืŸ ื“ืขื ืื™ื ื˜ืขืจื•ื•ื™ื• ืžื™ื˜ ื™ื– ืึทืœืข ื“ื™ ืคืจืื’ืขืก ื–ืขื ืขืŸ ืคื•ืŸ ื“ื™ ืžืึทื ื•ืึทืœ. ืžื™ืจ ื’ืขืงื•ืžืขืŸ ืื•ื™ืก ื™ื ืกืคึผื™ื™ืขืจื“ ืื•ืŸ ื’ืขื’ืื ื’ืขืŸ ืฆื• ื ืึธืจื“ืขืจืŸ ืคืœื™ื˜. ื ื”ืืœื‘ืข ืฉืขื” ืื™ื– ื“ื•ืจื›ื’ืขื’ืื ื’ืขืŸ, ืžื™ืจ ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืฆืขืŸ ืžื™ื ื•ื˜ ืคื•ืŸ ืฉื˜ืื˜, ื•ื•ืขืŸ ืžื™ืจ ื”ืื‘ืŸ ื‘ืืงื•ืžืขืŸ ื ืจื•ืฃ.

ื‘ืึทืงื•ืžืขืŸ ืื™ืŸ Y Combinator ืื™ื– ื“ืขืจ ื—ืœื•ื ืคื•ืŸ ื›ึผืžืขื˜ ื™ืขื“ืขืจ ืžืขื ื˜ืฉ ื•ื•ืึธืก ื‘ื•ื™ืขืŸ ืึท ืคื™ืจืžืข ืื™ืŸ ืกื™ืœื™ืงืึธืŸ ื•ื•ืึทืœื™. ื“ืขืจ ืžืึธืžืขื ื˜ ื•ื•ืขืŸ ื“ืขืจ ื˜ืขืœืขืคืึธืŸ ืจืึทื ื’ ืื™ื– ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืฉืคึผื™ืฅ 3 ืžืขืจืกื˜ ืžืขืžืขืจืึทื‘ืึทืœ ืžืึธื•ืžืึทื ืฅ ืื™ืŸ ืžื™ื™ืŸ ืงืึทืจื™ืขืจืข. ืงื•ืงืŸ ืคืึธืจื•ื™ืก, ื“ื™ ืจื’ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ื“ืจื™ื™ ื•ื•ืขื˜ ืคึผืึทืกื™ืจืŸ ื ืึธืจ ืึท ื‘ื™ืกืœ ืฉืขื” ืฉืคึผืขื˜ืขืจ ืื•ื™ืฃ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื˜ืึธื’.

ื“ื™ ืžื™ื™ื“ืœ ืื•ื™ืฃ ื“ื™ ืื ื“ืขืจืข ืขืง ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ืŸ ืงื™ื™ืŸ ื™ื™ึทืœืŸ ืฆื• ื‘ื™ื˜ืข ืื•ื ื“ื– ืžื™ื˜ ื“ื™ ื ื™ื™ึทืขืก ื•ื•ืขื’ืŸ ืื•ื ื“ื–ืขืจ ืึธืคึผื˜ืจืึธื’. ื– ื™ ื”ื ื˜ ืื•ื ื“ ื– ื“ืขืจืฆืฒืœื˜ , ื ื– ื– ืฒ ื“ืืจืค ืŸ ืคื™ืจ ืŸ ื ืฆืฐืฒื˜ ืŸ ืื™ื ื˜ืขืจื•ื•ื™ื• . ื“ืึธืก ืื™ื– ืึท ื–ืขืœื˜ืŸ ื’ืขืฉืขืขื ื™ืฉ, ืึธื‘ืขืจ ืขืก ืื™ื– ืื•ื™ืš ื’ืขืฉืจื™ื‘ืŸ ืื•ื™ืฃ ื“ืขืจ ืื™ื ื˜ืขืจื ืขืฅ. ืื™ื ื˜ืจืขืกืื ื˜ ืื– ืœื•ื™ื˜ ื“ื™ ืกื˜ืื˜ื™ืกื˜ื™ืงืก, ืฆื•ื•ื™ืฉืŸ ื“ื™ ืคื™ืจืžืขืก ื•ื•ืืก ื”ืื‘ืŸ ืคืืจืจื•ืคืŸ ื ืฆื•ื•ื™ื™ื˜ืŸ ืื™ื ื˜ืขืจื•ื•ื™ื•, ืึธื ื ืขืžืขืŸ ื“ื™ ื–ืขืœื‘ืข 50%, ื“ืืก ื”ื™ื™ืกื˜, ื“ืขืจ ืคืืงื˜ ืื– ืžื™ืจ ื“ืืจืคืŸ ืฆื•ืจื™ืงืงื•ืžืขืŸ ื’ื™ื˜ ืื•ื ื– 0 ื ื™ื™ืข ืื™ื ืคืืจืžืืฆื™ืข ืฆื™ ืžื™ืจ ื•ื•ืขืœืŸ ืืจื™ื™ื ืงื•ืžืขืŸ ืื™ืŸ ื™ืง ืื“ืขืจ ื ื™ืฉื˜.

ืžื™ ืจ ื”ืื‘ ืŸ ื–ื™ ืš ืื•ืžื’ืขืงืขืจ ื˜ ืื• ืŸ ืฆื•ืจื™ืงื’ืขืงื•ืžืข ืŸ . ืžื™ ืจ ื”ืื‘ ืŸ ื–ื™ ืš ื“ืขืจื ืขื ื˜ืขืจ ื˜ ืฆื• ื ืฆื™ืžืขืจ . ืกืึทื ืึทืœื˜ืžืึทืŸ. ืฉืœืขื›ื˜ ืžื–ืœโ€ฆ

ืื™ืš ื”ืึธื‘ ื’ืขืฉืจื™ื‘ืŸ ืฆื• ืžื™ื™ืŸ ืคืึทืจื•ื•ืึทืœื˜ืขืจ ืื™ืŸ OpenAI ืื™ืŸ ืœื•ื™ื– ืื•ืŸ ื’ืขื–ืื’ื˜ ืึทื– ื“ืึธืก ืื™ื– ืขืก, ืื™ืš ื’ื™ื™ืŸ ื“ื•ืจืš ืึทืŸ ืื™ื ื˜ืขืจื•ื•ื™ื• ื‘ื™ื™ Y Combinator ื”ื™ื™ึทื ื˜, ืกืึทื ื•ื•ืขื˜ ืžื™ืกื˜ืึธืžืข ืฉืจื™ื™ึทื‘ืŸ ืฆื• ืื™ืจ, ื˜ืึธืŸ ื ื™ื˜ ื–ื™ื™ืŸ ืกืึทืคึผืจื™ื™ื–ื“. ืึทืœืฅ ืื™ื– ื’ื•ื˜, ืžื™ื™ืŸ ืคืึทืจื•ื•ืึทืœื˜ืขืจ ืื™ืŸ OpenAI ืงืขืŸ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ื’ืขื•ื•ืขืŸ ืžืขืจ positive.

ื“ืขืจ ืฆื•ื•ื™ื™ื˜ืขืจ ืื™ื ื˜ืขืจื•ื•ื™ื• ื”ืื˜ ื’ืขื“ื•ื™ืขืจื˜ ืคื™ื ืฃ ืžื™ื ื•ื˜, ื–ื™ื™ ื”ืื‘ืŸ ื’ืขืคืจืขื’ื˜ ื ืคืืจ ืคืจืื’ืขืก, ืื•ืŸ ืื•ื ื– ืœืื–ืŸ ื’ื™ื™ืŸ. ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื ื™ื˜ ื“ื™ ื–ืขืœื‘ืข ื’ืขืคื™ืœ ืึทื– ืžื™ืจ ืกืžืึทืฉื˜ ื–ื™ื™. ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื•ื•ื™ ื’ืึธืจื ื™ืฉื˜ ื’ืขื˜ืจืืคืŸ ื‘ืขืฉืึทืก ื“ืขื ืื™ื ื˜ืขืจื•ื•ื™ื•. ืžื™ืจ ื’ืขื’ืื ื’ืขืŸ ืฆื• SF, ื•ื•ื™ื™ื ื™ืงืขืจ ื™ื ืกืคึผื™ื™ืขืจื“ ื“ืึธืก ืžืึธืœ. 30 ืžื™ื ื•ื˜ ืฉืคึผืขื˜ืขืจ ื–ื™ื™ ื’ืขืจื•ืคืŸ ื•ื•ื™ื“ืขืจ. ื“ืึธืก ืžืึธืœ ืฆื• ืžืขืœื“ืŸ ืึทื– ืžื™ืจ ื–ืขื ืขืŸ ืื ื’ืขื ื•ืžืขืŸ.

ื™ ืงืึธืžื‘ื™ื ืึทื˜ืึธืจ

ื“ื™ ื“ืขืจืคืึทืจื•ื ื’ ืื™ืŸ Y Combinator ืื™ื– ื’ืขื•ื•ืขืŸ ื–ื™ื™ืขืจ ื ื•ืฆื™ืง ืื•ืŸ ื˜ืฉื™ืงืึทื•ื•ืข. ืื™ื™ื ืžืืœ ื ื•ื•ืืš, ื“ื™ื ืกื˜ืื’, ื”ืื‘ืŸ ืžื™ืจ ื’ืขืžื•ื–ื˜ ื’ื™ื™ืŸ ืฆื• ื–ื™ื™ืขืจ ื”ื•ื™ืคื˜ืงื•ื•ืืจื˜ื™ืจ ืื™ืŸ Mountain View, ื•ื•ืื• ืžื™ืจ ื–ืขื ืขืŸ ื’ืขื–ืขืกืŸ ืื™ืŸ ืงืœื™ื™ื ืข ื’ืจื•ืคืขืก ืžื™ื˜ ืื™ื‘ืขืจื’ืขืœืขื‘ื˜ืข ื‘ื—ื•ืจื™ื ืื•ืŸ ืžื™ื˜ ื–ื™ื™ ื’ืขื˜ื™ื™ืœื˜ ืื•ื ื–ืขืจืข ืคืืจืฉืจื™ื˜ ืื•ืŸ ืคืจืื‘ืœืขืžืขืŸ, ืื•ืŸ ื–ื™ื™ ื”ืื‘ืŸ ืžื™ื˜ ืื•ื ื– ื“ื™ืกืงื•ื˜ื™ืจื˜ ืžืขื’ืœื™ื›ืข ืœื™ื™ื–ื•ื ื’ืขืŸ. ืื™ืŸ ื“ื™ ืกื•ืฃ ืคื•ืŸ ื™ืขื“ืขืจ ื“ื™ื ืกื˜ื™ืง, ื‘ืขืฉืึทืก ืžื™ื˜ืึธื’, ืคืึทืจืฉื™ื“ืŸ ืžืฆืœื™ื— ืึทื ื˜ืจืึทืคึผืจืึทื ืขืจื– ื’ืขืจืขื“ื˜ ืื•ืŸ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ื–ื™ื™ืขืจ ื“ืขืจืคืึทืจื•ื ื’. ื“ื™ ืงืจื™ื™ื™ื˜ืขืจื– ืคื•ืŸ ื•ื•ื”ืึทืฆืึทืคึผืคึผ ื’ืขืจืขื“ื˜ ืื™ืŸ ื“ื™ ืœืขืฆื˜ืข ืžื™ื˜ืึธื’, ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื–ื™ื™ืขืจ ื™ืงืกื™ื™ื˜ื™ื ื’.

ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ืžื™ื˜ ืื ื“ืขืจืข ื™ื•ื ื’ ืงืึธืžืคึผืึทื ื™ืขืก ืื™ืŸ ื“ื™ ืงืึธื”ืึธืจื˜ ืื™ื– ืื•ื™ืš ื˜ืฉื™ืงืึทื•ื•ืข. ืคืึทืจืฉื™ื“ืขื ืข ื’ืขื“ืื ืงืขืŸ, ืคืึทืจืฉื™ื“ืขื ืข ื˜ื™ืžื–, ืคืึทืจืฉื™ื“ืขื ืข ืžืขืฉื™ื•ืช ืคึฟืึทืจ ืึทืœืขืžืขืŸ. ื–ื™ื™ ื”ืึธื‘ืŸ ื’ืœื™ืง ืื™ื ืกื˜ืึทืœื™ืจืŸ ืคึผืจืึธื•ื˜ืึทื˜ื™ื™ืคึผืก ืคื•ืŸ ืื•ื ื“ื–ืขืจ ืึทืกื™ืกื˜ืึทื ืฅ ืื•ืŸ ืฉืขืจื“ ื–ื™ื™ืขืจ ื™ืžืคึผืจืขืกืกื™ืึธื ืก, ืื•ืŸ ืžื™ืจ ื’ืขื•ื•ื™ื™ื ื˜ ืคึผืจืึธื•ื˜ืึทื˜ื™ื™ืคึผืก ืคื•ืŸ ื–ื™ื™ืขืจ ื‘ืึทื“ื™ื ื•ื ื’ืก.

ืื™ืŸ ืึทื“ื™ืฉืึทืŸ, ืึท ื˜ื•ื™ืขืจ ืื™ื– ื’ืขื•ื•ืขืŸ ื‘ืืฉืืคืŸ ืื•ื™ืฃ ื•ื•ืึธืก ืžื™ืจ ืงืขื ืขืŸ ืื™ืŸ ืงื™ื™ืŸ ืฆื™ื™ื˜ ืžืึทื›ืŸ ืžื™ื˜ื™ื ื’ื– ืžื™ื˜ ืคืึทืจืฉื™ื“ืŸ ืงืœื•ื’ ื’ื™ื™ื– ื•ื•ืึธืก ื”ืึธื‘ืŸ ื“ืขืจืคืึทืจื•ื ื’ ืื™ืŸ ืคืึทืจืฉื™ื“ืŸ ื’ืขื‘ื™ื˜ืŸ ืคื•ืŸ ืคื™ืจืžืข ืงืึทื ืกื˜ืจืึทืงืฉืึทืŸ: ืคืืจืงื•ื™ืคื•ื ื’, ืคึฟืึทืจืงื•ื™ืฃ, ื‘ืึทื ื™ืฆืขืจ ืฉื˜ื•ื“ื™ื•ื, ืคึผืœืึทืŸ, UX. ืžื™ืจ ื’ืขื•ื•ื™ื™ื ื˜ ื“ืขื ื’ืึทื ืฅ ืึท ืคึผืœืึทืฅ ืื•ืŸ ืคืืจื“ื™ื ื˜ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ื“ืขืจืคืึทืจื•ื ื’. ื›ึผืžืขื˜ ืฉื˜ืขื ื“ื™ืง ื“ื™ ื’ื™ื™ื– ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืื™ืŸ ื ืึธืจื“ืขืจืŸ ืคืœื™ื˜, ืึทื–ื•ื™ ื–ื™ื™ ื”ืื‘ืŸ ื ื™ืฉื˜ ืึทืคึฟื™ืœื• ื”ืึธื‘ืŸ ืฆื• ืึทืจื•ืžืคืึธืจืŸ ื•ื•ื™ื™ึทื˜. ืึธืคื˜ ื”ืึธื˜ ืžืขืŸ ืืคื™ืœื• ื ื™ืฉื˜ ื’ืขื“ืึทืจืคื˜ ืงื™ื™ืŸ ืื•ื™ื˜ืึธ.

ื–ื•ื›ืŸ ืคึฟืึทืจ ืืŸ ืื ื“ืขืจ ืงืึธ-ื’ืจื™ื ื“ืขืจ

ืž'ืงืขืŸ ื ื™ืฉื˜ ืื•ื™ืคืฉื˜ืขืœืŸ ื ืคื™ืจืžืข ืฆื•ื–ืืžืขืŸ. ืึธื‘ืขืจ ืžื™ืจ ื”ืึธื‘ืŸ $ 150K ืึทื– YC ื’ื™ื˜ ืื™ืŸ ื“ื™ ืึธื ื”ื™ื™ื‘ ืคื•ืŸ ื“ื™ ืคึผืจืึธื’ืจืึทื. ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื’ืขืคึฟื™ื ืขืŸ ืžืขื ื˜ืฉืŸ. ื‘ืื˜ืจืื›ื˜ื ื“ื™ื’ ืื– ืžื™ืจ ื•ื•ื™ื™ืกืŸ ืงื•ื™ื ื•ื•ืืก ืžื™ืจ ืฉืจื™ื™ื‘ืŸ, ืื™ื– ื ืืš ื ืคืืจืœื•ื™ืจืขื ืข ื–ืืš ืฆื• ื–ื•ื›ืŸ ืืจื‘ืขื˜ืขืจ, ืื‘ืขืจ ืืคืฉืจ ื•ื•ืขืœืŸ ืžื™ืจ ื˜ืจืขืคืŸ ื ืืš ื ืžืขื ื˜ืฉ ื•ื•ืืก ื•ื•ื™ืœ ืžื™ื˜ ืื•ื ื– ื–ื™ื™ืŸ ื ืžื™ื˜ื’ืจื™ื ื“ืขืจ? ืื™ืš ื”ืึธื‘ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ACM ICPC ืื™ืŸ ืงืึธืœืขื’ืข, ืื•ืŸ ืคื™ืœืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ืžืขื ื˜ืฉืŸ ื•ื•ืึธืก ื”ืึธื‘ืŸ ื“ืึธืก ืื™ืŸ ืžื™ื™ืŸ ื“ื•ืจ ืื™ืฆื˜ ื”ืึธื‘ืŸ ืžืฆืœื™ื— ืงืึทืจื™ืขืจืข ืื™ืŸ ื“ื™ ื˜ืึธืœ. ืื™ืš ื”ืึธื‘ ืึธื ื’ืขื”ื•ื™ื‘ืŸ ืฉืจืฒึทื‘ืŸ ืฆื• ืžืฒึทื ืข ืึทืœื˜ืข ืคึฟืจืฒึทื ื“, ื•ื•ืึธืก ื”ืึธื‘ืŸ ืื™ืฆื˜ ื’ืขื•ื•ื•ื™ื ื˜ ืื™ืŸ ืกืฃ. ืื•ืŸ ื“ืขืจ ื˜ืึธืœ ืฐืึธืœื˜ ื ื™ืฉื˜ ื’ืขืฐืขืŸ ืงืฒืŸ ื˜ืึธืœ, ืฐืขืŸ ืื™ืŸ ื“ื™ ืขืจืฉื˜ืข ืคึฟื™ื ืฃ ืึธื ื–ืึธื’ืŸ ืฐืขืœ ืื™ืš ื ื™ืฉื˜ ื’ืขืคึฟื™ื ืขืŸ ืขืžืขืฆืŸ ืฐืึธืก ืฐื™ืœ ื‘ื•ื™ืขืŸ ืึท ืงืึธืžืคึผืึทื ื™ืข. ื“ื™ ืคืจื•ื™ ืคื•ืŸ ืื™ื™ื ืขืจ ืคื•ืŸ ืžื™ื™ืŸ ICPC ืคืจืขื ื“ื– ืื™ื– ื’ืขื•ื•ืขืŸ ื’ืขื‘ื•ื™ื˜ ืึท ื–ื™ื™ืขืจ ื’ืขืจืึธื˜ืŸ ืงืึทืจื™ืขืจืข ืื™ืŸ ืคืึทืกืขื‘ืึธืึธืง, ืึธื‘ืขืจ ื”ืื˜ ืงืึทื ืกื™ื“ืขืจื“ ืฆื• ืคืึทืจืœืึธื–ืŸ ืื•ืŸ ืึธื ื”ื™ื™ื‘ืŸ ืึท ืคื™ืจืžืข. ืžื™ ืจ ื”ืื‘ ืŸ ื–ื™ ืš ื‘ืื’ืขื’ื ื˜ . ื–ื™ ืื™ื– ืื•ื™ืš ืฉื•ื™ืŸ ืึทืงื˜ื™ื•ื• ื’ืขื–ื•ื›ื˜ ืžื™ื˜ ื’ืจื™ื ื“ืขืจ ืื•ืŸ ื”ืึธื˜ ืžื™ืš ื‘ืึทืงืขื ื˜ ืžื™ื˜ ืื™ืจ ืคึฟืจืฒึทื ื“ ืื™ืœื™ืึท ืคึผืึธืœืึธืกื•ื›ื™ืŸ. ื™ืœื™ืึท ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืขื ื“ื–ืฉืึทื ื™ืจื– ืื™ืŸ ื“ื™ ืžืึทื ืฉืึทืคึฟื˜ ื•ื•ืึธืก ื’ืขื‘ื•ื™ื˜ TensorFlow. ื ืึธืš ืขื˜ืœืขื›ืข ืžื™ื˜ื™ื ื’ื–, ื“ื™ ืžื™ื™ื“ืœ ื‘ืึทืฉืœืึธืกืŸ ืฆื• ื‘ืœื™ื™ึทื‘ืŸ ืื•ื™ืฃ ืคืึทืกืขื‘ืึธืึธืง, ืื•ืŸ ื™ืœื™ืึท ื’ืขืงื•ืžืขืŸ ืฆื• ืื•ื ื“ื–ืขืจ ืคื™ืจืžืข ื•ื•ื™ ื“ืขืจ ื“ืจื™ื˜ ื’ืจื™ื ื“ืขืจ.

ื”ื™ื™ื NEAR

ื ืึธืš ื™ืง, ืจื™ื™ื–ื™ื ื’ ืคื™ืจื ืขื ืงืึทืคึผื™ื˜ืึทืœ ื™ื ื•ื•ืขืกื˜ืžืึทื ืฅ ืื™ื– ืึท ื‘ื™ืกืœ ื’ืจื™ื ื’ืขืจ. ื‘ืขืฉืึทืก ื“ื™ ืœืขืฆื˜ืข ื˜ืขื’ ืคื•ืŸ ื“ืขืจ ืคึผืจืึธื’ืจืึทื, Y Combinator ืึธืจื’ืึทื ื™ื–ื™ืจื˜ ืึท ื“ืขืžืึธ ื˜ืึธื’ ื•ื•ื• ืžื™ืจ ืคืึธืจืฉืœืึธื’ืŸ 100 ื™ื ื•ื•ืขืกื˜ืขืจื–. ื™.ืง. ื”ืื˜ ื’ืขื‘ื•ื™ื˜ ื ืกื™ืกื˜ืขื ืื™ืŸ ื•ื•ืขืœื›ืข ืื™ื ื•ื•ืขืกื˜ื™ืจืขืจ ืื•ื™ืกื“ืจื™ืงืŸ ืื™ื ื˜ืขืจืขืก ืื™ืŸ ืื•ื ื– ื’ืœื™ื™ืš ื‘ื™ื™ ื“ื™ ืคึผืจืขื–ืขื ื˜ื™ืจื•ื ื’, ืื•ืŸ ืžื™ืจ ืื•ื™ืกื“ืจื™ืงืŸ ืื™ื ื˜ืขืจืขืก ืื™ืŸ ื–ื™ื™ ืฆื•ื ืกื•ืฃ ืคื•ืŸ ื˜ืึธื’, ืื•ืŸ ื“ืึทืŸ ื•ื•ืขืจื˜ ื“ืึธืจื˜ ื’ืขื‘ื•ื™ื˜ ืึท ื’ืขื•ื•ื•ื™ื™ื˜ืข ืฆื•ื’ืœื™ื™ืš ืื•ืŸ ืžื™ืจ ื˜ืจืขืคืŸ ื–ื™ืš ืžื™ื˜ ื–ื™ื™. ืžื™ืจ ืื•ื™ืคืฉื˜ื™ื™ืŸ $400K, ื™ืœื™ืึท ืื•ืŸ ืื™ืš ื–ืขื ืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืขืจ ื™ื ื•ื•ืึทืœื•ื•ื“ ืื™ืŸ ื“ืขื ืคึผืจืึธืฆืขืก, ืžื™ืจ ื’ืขืฉืจื™ื‘ืŸ ื“ืขื ืงืึธื“, ืึทื–ื•ื™ ืื™ืš ืงืขืŸ ื ื™ืฉื˜ ื–ืึธื’ืŸ ืคื™ืœืข ื˜ืฉื™ืงืึทื•ื•ืข ืžืขืฉื™ื•ืช. ืื‘ืขืจ ืขืก ืื™ื– ืื™ื™ืŸ.

ืคึฟืึทืจ ืคึฟืึทืจืงื•ื™ืฃ, ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขื”ืืœื˜ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืžื™ื˜ื™ื ื’ื– ืื™ืŸ ืกืึทืŸ ืคึฟืจืึทื ืกื™ืกืงืึธ ืžื™ื˜ ืฉืคึผื™ืฅ ืจื™ืกืขืจื˜ืฉืขืจื– (ืคื™ืœืข ืคื•ืŸ โ€‹โ€‹ื•ื•ืขืžืขืŸ ืึทืจื‘ืขื˜ ืื™ืŸ Google Brain, OpenAI, ืœืขืจื ืขืŸ ืื™ืŸ ืกื˜ืึทื ืคึฟืึธืจื“ ืึธื“ืขืจ ื‘ืขืจืงืœื™, ืื•ืŸ ื–ืขื ืขืŸ ื“ืขืจื™ื‘ืขืจ ื’ืขืึธื’ืจืึทืคื™ืงืึทืœืœื™ ืœืึธื•ืงื™ื™ื˜ืึทื“ ืื™ืŸ ื“ื™ ื˜ืึธืœ) ืื•ืŸ ื’ืขื‘ื•ื™ื˜ ืึท ื”ื™ื’ืข ืงื”ืœ. ืื™ืŸ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืžื™ื˜ื™ื ื’ื–, ืžื™ืจ ืงืึทื ื•ื•ื™ื ืกื˜ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืœืขื’ืึทืžืจืข ืฉืคึผื™ืฅ ืจื™ืกืขืจื˜ืฉืขืจื– ืื™ืŸ ื“ืขื ืคืขืœื“ ืฆื• ื–ื™ื™ืŸ ืื•ื ื“ื–ืขืจ ืึทื“ื•ื•ื™ื™ื–ืขืจ. ืžื™ืจ ื”ืื‘ืŸ ื›ืžืขื˜ ืื•ื ื˜ืขืจื’ืขืฉืจื™ื‘ืŸ ื“ื™ ื“ืืงื•ืžืขื ื˜ืŸ, ื•ื•ืขืŸ ื ื•ื•ืืš ืฉืคืขื˜ืขืจ ื”ืื˜ ืขืจ ืื™ื™ื ื’ืขื–ืขืŸ ืื– ื–ื™ื™ืŸ ื™ืขืฆื˜ื™ื’ืข ืคื™ืจืžืข ื•ื•ืขื˜ ืื™ื ื ื™ืฉื˜ ื“ืขืจืœื•ื™ื‘ืŸ ืฆื• ื–ื™ื™ืŸ ื ืจืื˜ื’ืขื‘ืขืจ. ืื‘ืขืจ ืขืจ ื”ืื˜ ื’ืขืคื™ืœื˜ ืื– ืขืจ ืœืื–ื˜ ืื•ื ื– ืืจืืค, ืื•ืŸ ื“ืขืจืคืืจ ื”ืื˜ ืขืจ ืคืืจื’ืขืฉืœืื’ืŸ ืื ืฉื˜ืื˜ ืฆื• ื’ืขื‘ืŸ ืขืฆื”, ืžื™ืจ ืื™ื ื•ื•ืขืกื˜ื™ืจืŸ ืคืฉื•ื˜ ืื™ืŸ ืื•ื ื–. ื“ื™ ืกื•ืžืข ืื•ื™ืฃ ืึท ืคื™ืจืžืข ื•ื•ืึธื’ ืื™ื– ื’ืขื•ื•ืขืŸ ืงืœื™ื™ืŸ, ืึธื‘ืขืจ ื’ืขื˜ื™ื ื’ ืึท ืฉืคึผื™ืฅ ืคืึธืจืฉืขืจ ืื™ืŸ ื“ืขื ืคืขืœื“ ื ื™ื˜ ื ืึธืจ ื•ื•ื™ ืึท ืึทื“ื•ื•ื™ื™ื–ืขืจ, ืึธื‘ืขืจ ื•ื•ื™ ืึท ื™ื ื•ื•ืขืกื˜ืขืจ ืื™ื– ื’ืขื•ื•ืขืŸ ื–ื™ื™ืขืจ ืงื™ืœ.

ืขืก ืื™ื– ืฉื•ื™ืŸ ื™ื•ื ื™ 2017, Google ืคึผื™ืงืกืขืœ ื’ืขืงื•ืžืขืŸ ืื•ื™ืก ืื•ืŸ ืื™ื– ื’ืขื•ื•ืขืŸ ืคืึธืœืงืก. ื ื™ื˜ ืขื ืœืขืš, ืœื™ื™ื“ืขืจ, ื“ื™ Google ืึทืกืกื™ืกื˜ืึทื ื˜ ื’ืขื‘ื•ื™ื˜ ืื™ืŸ ืขืก. ืื™ืš ื‘ืึทืจืึธื•ื“ ืคึผื™ืงืกืขืœืก ืคื•ืŸ ืคืจืขื ื“ื–, ื’ืขื“ืจื™ืงื˜ ื“ื™ ื”ื™ื™ื ืงื ืขืคึผืœ, ืื•ืŸ 10 ืžืืœ ืคื•ืŸ 10 ืื™ืš ื’ืขื–ืขืŸ "ืกืขื˜ื˜ื™ื ื’ Google ืึทืกืกื™ืกื˜ืึทื ื˜ ืื™ื™ื“ืขืจ ื ื™ืฆืŸ ืขืก ืคึฟืึทืจ ื“ื™ ืขืจืฉื˜ืขืจ ืžืึธืœ." ืกืึทืžืกื•ื ื’ ื”ืื˜ ื ื™ืฉื˜ ื ื•ืฆืŸ ื“ื™ ื’ืขืงื•ื™ืคื˜ VIV ืื™ืŸ ืงื™ื™ืŸ ื•ื•ืขื’, ืึธื‘ืขืจ ืึทื ืฉื˜ืึธื˜ ื‘ืืคืจื™ื™ื˜ ื‘ื™ืงืกื‘ื™ ืžื™ื˜ ืึท ื™ื™ึทื–ื ื•ื•ืึทืจื’ ืงื ืขืคึผืœ, ืื•ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืจื™ืคึผืœื™ื™ืกื˜ ื‘ื™ืงืกื‘ื™ ืžื™ื˜ ืึท ืคืœืึทืฉืœื™ื’ื”ื˜ ื’ืขื•ื•ืืจืŸ ืคืึธืœืงืก ืื™ืŸ ื“ื™ ืกืึทืžืกื•ื ื’ ืกื˜ืึธืจ.

ืงืขื’ืŸ ื“ืขื ื‘ืึทืงื“ืจืึทืคึผ ืคื•ืŸ ืึทืœืข ื“ืขื, ื™ืœื™ืึท ืื•ืŸ ืื™ืš ืก ืืžื•ื ื” ืื™ืŸ ื“ืขืจ ืฆื•ืงื•ื ืคึฟื˜ ืคื•ืŸ ืึทืกื™ืกื˜ืึทื ืฅ ืคื™ื™ื“ื™ื“, ืื•ืŸ ืžื™ืจ ืœื™ื ืงืก ื“ืขืจ ืคื™ืจืžืข. ืžื™ืจ ื’ืœื™ื™ืš ืกื˜ืึทืจื˜ืขื“ ืึท ื ื™ื™ึทืข ืคื™ืจืžืข, ื ืขืึทืจ ื™ื ืง, ืœื•ื–ื™ื ื’ ืื•ื ื“ื–ืขืจ Y ืงืึธืžื‘ื™ื ืึทื˜ืึธืจ ืึธืคึผืฆื™ื™ื›ืŸ, $ 400K, ืื•ืŸ ืึท ืฉืคึผื™ืฅ ืคืึธืจืฉืขืจ ื•ื•ื™ ืึทืŸ ื™ื ื•ื•ืขืกื˜ืขืจ ืื™ืŸ ื“ืขื ืคึผืจืึธืฆืขืก.

ืื™ืŸ ื“ืขื ืžืึธืžืขื ื˜, ืžื™ืจ ื–ืขื ืขืŸ ื‘ื™ื™ื“ืข ื–ื™ื™ืขืจ ืื™ื ื˜ืขืจืขืกื™ืจื˜ ืื™ืŸ ื“ืขืจ ื˜ืขืžืข ืคื•ืŸ โ€‹โ€‹ืคึผืจืึธื’ืจืึทื ืกื™ื ื˜ืขื– - ื•ื•ืขืŸ ื“ื™ ืžืึธื“ืขืœืก ื–ื™ืš ืฉืจื™ื™ึทื‘ืŸ (ืึธื“ืขืจ ืœื™ื™ื’ืŸ) ื“ื™ ืงืึธื“. ืžื™ืจ ื‘ืึทืฉืœืึธืกืŸ ืฆื• ื“ืขื•ื•ื•ืŸ ืื™ืŸ ื“ืขืจ ื˜ืขืžืข. ืึธื‘ืขืจ ืื™ืจ ืงืขื ืขืŸ ื ื™ืฉื˜ ื’ื™ื™ืŸ ืึธืŸ ืงื™ื™ืŸ ื’ืขืœื˜, ืึทื–ื•ื™ ืขืจืฉื˜ืขืจ ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืžืึทื›ืŸ ื–ื™ืš ืคึฟืึทืจ ื“ื™ ืคืึทืจืคืึทืœืŸ $ 400 ืง.

ื•ื•ืขื ื˜ื•ืจืข ื™ื ื•ื•ืขืกื˜ืžืึทื ืฅ

ืื™ืŸ ื“ืขืจ ืฆื™ื™ื˜, ืฆื•ื•ื™ืฉืŸ ื“ื™ ื“ื™ื™ื˜ื™ื ื’ ื’ืจืึทืคืก ืคื•ืŸ ื™ืœื™ืึท ืื•ืŸ ืื™ืš, ื›ึผืžืขื˜ ืึทืœืข ื“ื™ ื™ื ื•ื•ืขืกื˜ืขืจื– ืื™ืŸ ื“ื™ ื˜ืึธืœ ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืื™ื™ืŸ ืึธื“ืขืจ ืฆื•ื•ื™ื™ ื›ืึทื ื“ืฉืึทืงืขืก ืึทื•ื•ืขืง, ืึทื–ื•ื™, ืคึผื•ื ืงื˜ ื•ื•ื™ ื“ื™ ืขืจืฉื˜ืขืจ ืžืึธืœ, ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื–ื™ื™ืขืจ ื’ืจื™ื ื’ ืฆื• ื‘ืึทืงื•ืžืขืŸ ืžื™ื˜ื™ื ื’ื–. ื“ ื™ ืขืจืฉื˜ ืข ื–ื™ืฆื•ื ื’ืข ืŸ ื–ืฒื ืข ืŸ ื’ืขืฐืข ืŸ ื–ืฒืข ืจ ืฉืœืขื›ื˜ , ืื• ืŸ ืžื™ ืจ ื”ืื‘ ืŸ ื‘ืืงื•ืžืข ืŸ ืขื˜ืœืขื› ืข ืืคื–ืื’ืŸ . ื•ื•ื™ ืื™ืš ืœืขืจื ืขืŸ ืคึฟืึทืจ ื“ืขื ืื•ืŸ ื“ื™ ื•ื•ื™ื™ึทื˜ืขืจ 2 ืคืึทื ื“ืจื™ื™ืกื™ื– ืื™ืŸ ื•ื•ืึธืก ืื™ืš ื•ื•ืขืœ ืึธื ื˜ื™ื™ืœ ื ืขืžืขืŸ, ืื™ื™ื“ืขืจ ื“ื™ ืขืจืฉื˜ืขืจ ื™ืึธ, ืื™ืš ื“ืึทืจืคึฟืŸ ืฆื• ื‘ืึทืงื•ืžืขืŸ ื“ืึทื–ืึทื ื– ืคื•ืŸ ื ืึธืก ืคื•ืŸ ื™ื ื•ื•ืขืกื˜ืขืจื–. ื ืึธืš ื“ืขืจ ืขืจืฉื˜ืขืจ ื™ืึธ, ื“ืขืจ ื•ื•ื™ื™ึทื˜ืขืจ ื™ืึธ ืงื•ืžื˜ ืื™ืŸ ื“ื™ ื•ื•ื™ื™ึทื˜ืขืจ 3-5 ืžื™ื˜ื™ื ื’ื–. ื•ื•ื™ ื ืืจ ืขืก ื–ืขื ืขืŸ ืคืืจืืŸ ืฆื•ื•ื™ื™ ืื“ืขืจ ื“ืจื™ื™ ื™ื, ื–ืขื ืขืŸ ื›ืžืขื˜ ื ื™ืฉื˜ ืžืขืจ ืงื™ื™ืŸ ื ื™ื™ืŸ, ืื•ืŸ ืขืก ื•ื•ืขืจื˜ ื ืคืจืื‘ืœืขื ืฆื• ืื•ื™ืกืงืœื™ื™ื‘ืŸ ืคื•ืŸ ืืœืข ื™ื ื•ื•ืืก ืฆื• ื ืขืžืขืŸ.

ืื•ื ื“ื–ืขืจ ืขืจืฉื˜ืขืจ ื™ืึธ ื’ืขืงื•ืžืขืŸ ืคื•ืŸ ื™ื ื•ื•ืขืกื˜ืขืจ X. ืื™ืš ื•ื•ืขืœ ื ื™ืฉื˜ ื–ืึธื’ืŸ ืขืคึผืขืก ื’ื•ื˜ ื•ื•ืขื’ืŸ X, ืึทื–ื•ื™ ืื™ืš ื•ื•ืขืœ ื ื™ืฉื˜ ื“ืขืจืžืึธื ืขืŸ ื–ื™ื™ืŸ ื ืึธืžืขืŸ. X ื“ืึทื•ื ื’ืจื™ื™ื“ ื“ื™ ืคื™ืจืžืข ื‘ื™ื™ ื™ืขื“ืขืจ ื‘ืึทื’ืขื’ืขื ื™ืฉ ืื•ืŸ ื’ืขืคืจื•ื•ื•ื˜ ืฆื• ืœื™ื™ื’ืŸ ื ืึธืš ื˜ืขืจืžื™ื ืขืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ื“ื™ืกืึทื“ื•ื•ืึทื ื˜ื™ื™ื“ื–ืฉืึทืก ืคึฟืึทืจ ื“ื™ ืžืึทื ืฉืึทืคึฟื˜ ืื•ืŸ ื’ืจื™ื ื“ืขืจืก. ื“ืขืจ ื‘ืึทื–ื•ื ื“ืขืจ ืžืขื ื˜ืฉ ืžื™ื˜ ื•ื•ืึธืก ืžื™ืจ ื’ืขืืจื‘ืขื˜ ืื™ืŸ X ืื™ื– ื’ืขื•ื•ืขืŸ ืคืจื™ ืื™ืŸ ื–ื™ื™ืŸ ืงืึทืจื™ืขืจืข ื•ื•ื™ ืึท ื™ื ื•ื•ืขืกื˜ืขืจ ืื™ืŸ ืึท ื’ืจื•ื™ืก ืคืึธื ื“, ืื•ืŸ ืคึฟืึทืจ ืื™ื, ืงืœืึธื•ื–ื™ื ื’ ืึท ื–ื™ื™ืขืจ ืจืขื•ื•ืขื›ื“ื™ืง ืึธืคึผืžืึทืš ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ืœื™ื™ื˜ืขืจ ืฆื• ื–ื™ื™ืŸ ืงืึทืจื™ืขืจืข. ืื•ืŸ ื•ื•ื™ื‘ืืœื“ ืงื™ื™ื ืขืจ ืื—ื•ืฅ ืื™ื ื”ืื˜ ืื•ื ื– ื ื™ืฉื˜ ื’ืขื–ืื’ื˜ ื™ื, ืงืขืŸ ืขืจ ืขืคืขืก ืคืื“ืขืจืŸ.

X ื‘ืึทืงืขื ืขื  ืื•ื ื“ื– ืฆื• ืึท ื ื•ืžืขืจ ืคื•ืŸ ืื ื“ืขืจืข ื™ื ื•ื•ืขืกื˜ืขืจื–. ื™ื ื•ื•ืขืกื˜ืขืจื– ื˜ืึธืŸ ื ื™ื˜ ื•ื•ื™ ืฆื• ื™ื ื•ื•ืขืกื˜ื™ืจืŸ ืึทืœื™ื™ืŸ, ื–ื™ื™ ื•ื•ื™ ืฆื• ื™ื ื•ื•ืขืกื˜ื™ืจืŸ ืžื™ื˜ ืื ื“ืขืจืข. ื•ื•ื™ื™ืœ ืื ื“ืขืจืข ืื™ื ื•ื•ืขืกื˜ืืจืก ืžืื›ื˜ ืขืก ืžืขืจ ืžืกืชึผืžื ืื– ื–ื™ื™ ื•ื•ืขืœืŸ ื ื™ืฉื˜ ืžืื›ืŸ ืงื™ื™ืŸ ื˜ืขื•ืช (ื•ื•ื™ื™ืœ ืื™ื™ื ืขืจ ืื ื“ืขืจืฉ ื”ืืœื˜ ืื– ืขืก ืื™ื– ื ื’ื•ื˜ืข ืื™ื ื•ื•ืขืกื˜ืžืขื ื˜) ืื•ืŸ ืคืืจื’ืจืขืกืขืจื˜ ื“ื™ ืคื™ืจืžืขืก ืฉืื ืกืŸ ืฆื• ื‘ืœื™ื™ื‘ืŸ ืœืขื‘ืŸ. ื“ื™ ืคึผืจืึธื‘ืœืขื ืื™ื– ืึทื– ืื•ื™ื‘ X ื”ืึธื˜ ืื•ื ื“ื– ื‘ืึทืงืขื ืขื  Y, Y ื•ื•ืขื˜ ื ื™ืฉื˜ ืื™ื ื•ื•ืขืกื˜ื™ืจืŸ ืึธืŸ X ื ืึธืš ื“ืขื, ื•ื•ื™ื™ึทืœ ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึท ืคึผืึทื˜ืฉ ืื™ืŸ X 'ืก โ€‹โ€‹ืคึผื ื™ื, ืื•ืŸ ื–ื™ื™ ื ืึธืš ื”ืึธื‘ืŸ ืฆื• ื”ืึทื ื“ืœืขืŸ ืžื™ื˜ ื™ืขื“ืขืจ ืื ื“ืขืจืขืจ ืึธืคื˜. ื“ืขืจ ืฆื•ื•ื™ื™ื˜ืขืจ ื™ื ื ืืš ื“ื™ ื‘ืืงืื ื˜ืข ืื™ื– ื’ืขืงื•ืžืขืŸ ืคืืจื”ืขืœื˜ืขื ื™ืฉ ื‘ืืœื“, ืื•ืŸ ื“ืขืจื ืืš ื“ื™ ื“ืจื™ื˜ืข ืื•ืŸ ืคืขืจื˜ืข. ื“ืขืจ ืคืจืื‘ืœืขื ืื™ื– ื’ืขื•ื•ืขืŸ ืื– X ื”ืื˜ ื’ืขื•ื•ืืœื˜ ืืจื•ื™ืกืงื•ื•ืขื˜ืฉืŸ ืคื•ืŸ ืื•ื ื– ืืœืข ื–ืืคื˜ ืื•ืŸ ืื•ื ื– ื’ืขื‘ืŸ ื’ืขืœื˜ ืื•ื ื˜ืขืจ ื“ื™ ืื•ืžื’ื™ื ืกื˜ืข ื‘ืื“ื™ื ื’ื•ื ื’ืขืŸ, ืื•ืŸ ืื ื“ืขืจืข ืื™ื ื•ื•ืขืกื˜ืืจืก ื•ื•ืขืœื›ืข ื”ืื‘ืŸ ื–ื™ืš ื’ืขืœืขืจื ื˜ ืคื•ืŸ ืื•ื ื– ืคื•ืŸ X ืงืขืŸ ื–ื™ื™ืŸ ื’ืจื™ื™ื˜ ืฆื• ืื™ื ื•ื•ืขืกื˜ื™ืจืŸ ืื™ืŸ ืื•ื ื– ืื•ื™ืฃ ื‘ืขืกืขืจืข ื˜ืขืจืžื™ื ืขืŸ, ืื‘ืขืจ ื•ื•ืขืœืŸ ื“ืืก ื ื™ืฉื˜ ื˜ืืŸ ืคืืจ X ืื™ื– ืฆื•ืจื™ืง

ืื™ื™ืŸ ื–ื•ื ื™ืง ืžืึธืจื’ืŸ ืื™ืŸ ืกืึทืŸ ืคึฟืจืึทื ืกื™ืกืงืึธ, ืื™ืš ื‘ืืงื•ืžืขืŸ ืึท ื‘ืจื™ื•ื• ืคื•ืŸ ื ื™ืงื™ื˜ืึท ืฉืึทืžื’ื•ื ืึธื•ื•, ืฉื•ื™ืŸ ื“ืขืžืึธืœื˜ ืกืขืึธ ืคื•ืŸ MemSQL, "ื™ื ื˜ืจืึธื“ื•ืกื™ื ื’ ืึทืœืขืงืก (ื ืขืึทืจ) ืฆื• ืึทืžืคึผืœื™ืคื™ ืคึผืึทืจื˜ื ืขืจืก." ืžืžืฉ 17 ืžื™ื ื•ื˜ ืฉืคึผืขื˜ืขืจ, ื’ืึธืจ ื–ืขืœื‘ืกื˜ืฉื˜ืขื ื“ื™ืง ืื•ืŸ ืœื•ื™ื˜ ืึท ืจื™ื™ืŸ ืฆื•ืคืึทืœ, ืงื•ืžื˜ ืึท ื‘ืจื™ื•ื• ืคื•ืŸ X ืžื™ื˜ ืคึผื•ื ืงื˜ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ื˜ื™ื˜ืœ. ื“ื™ ื’ื™ื™ื– ืคื•ืŸ Amplify ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ื™ื ืงืจืขื“ืึทื‘ืœื™ ืงื™ืœ. ื“ื™ ื˜ืขืจืžื™ื ืขืŸ ื•ื•ืึธืก X ื’ืขืคึฟื™ื ื˜ ืื•ื ื“ื– ื’ืขื•ื•ืขืŸ ื“ืจืึทืงืึธื•ื ื™ืึทืŸ ืคึฟืึทืจ ื–ื™ื™, ืื•ืŸ ื–ื™ื™ ื–ืขื ืขืŸ ื’ืจื™ื™ื˜ ืฆื• ื™ื ื•ื•ืขืกื˜ื™ืจืŸ ืื™ืŸ ืื•ื ื“ื– ืื•ื™ืฃ ื’ืœื™ื™ึทืš ื˜ืขืจืžื™ื ืขืŸ. ื ื ื•ืžืขืจ ืคื•ืŸ ื™ื ื•ื•ืขืกื˜ืขืจื– ื–ืขื ืขืŸ ื’ืจื™ื™ื˜ ืฆื• ื™ื ื•ื•ืขืกื˜ื™ืจืŸ ืฆื•ื–ืืžืขืŸ ืžื™ื˜ Amplify. ืื™ืŸ ืึทื–ืึท ืฆื•ืฉื˜ืื ื“ืŸ, ืžื™ืจ ืคืืจืœืื–ืŸ ื™ื ื•ื•ืขืกืžืึทื ื˜ X ืื•ืŸ ืื•ื™ืคืฉื˜ื™ื™ืŸ ืึท ืงื™ื™ึทืœืขื›ื™ืง ืžื™ื˜ Amplify ื•ื•ื™ ื“ืขืจ ื”ื•ื™ืคึผื˜ ื™ื ื•ื•ืขืกื˜ืขืจ. ืึทืžืคึผืœื™ืคื™ ืื™ื– ืื•ื™ืš ื ื™ืฉื˜ ืฆื•ืคืจื™ื“ืŸ ืฆื• ืื™ื ื•ื•ืขืกื˜ื™ืจืŸ ืื™ืŸ ื‘ื™ื™ืคึผืึทืกื™ื ื’ X, ืึธื‘ืขืจ ื–ื™ื ื˜ ื“ืขืจ ืขืจืฉื˜ืขืจ ื™ื ื˜ืจืึธ ืื™ื– ื’ืขืงื•ืžืขืŸ ืคื•ืŸ Nikita, ืื•ืŸ ื ื™ื˜ ืคื•ืŸ X, ืึท ืคึผืจืึธืกื˜ ืฉืคึผืจืึทืš ืื™ื– ื’ืขืคื•ื ืขืŸ ืฆื•ื•ื™ืฉืŸ ืึทืœืขืžืขืŸ, ืื•ืŸ ืงื™ื™ื ืขืจ ืื™ื– ื ื™ืฉื˜ ื‘ืืœื™ื™ื“ื™ืงื˜ืขืจ ืคื•ืŸ ืงื™ื™ื ืขื. ืื•ื™ื‘ ื ื™ืงื™ื˜ืึท ื•ื•ืึธืœื˜ ื’ืขืฉื™ืงื˜ ื“ืขื ื‘ืจื™ื•ื• 18 ืžื™ื ื•ื˜ ืฉืคึผืขื˜ืขืจ ื“ืขื ื˜ืึธื’, ื“ื™ ื–ืื›ืŸ ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ ืึท ื‘ื™ืกืœ ืžืขืจ ืงืึธืžืคึผืœื™ืฆื™ืจื˜.

ืžื™ืจ ืื™ืฆื˜ ื”ืึธื‘ืŸ $ 800K ืฆื• ืœืขื‘ืŸ ืื•ื™ืฃ ืื•ืŸ ืื ื’ืขื”ื•ื™ื‘ืŸ ืึท ื™ืึธืจ ืคื•ืœ ืคื•ืŸ ื›ืึทืจื“ืงืึธืจ ืžืึธื“ืขืœื™ื ื’ ืื•ื™ืฃ PyTorch, ื’ืขืจืขื“ื˜ ืžื™ื˜ ื“ืึทื–ืึทื ื– ืคื•ืŸ ืงืึธืžืคึผืึทื ื™ืขืก ืื™ืŸ ื“ื™ ื˜ืึธืœ ืฆื• ื’ืขืคึฟื™ื ืขืŸ ืื•ื™ืก ื•ื•ื• ืคึผืจืึธื’ืจืึทื ืกื™ื ื˜ืขื– ืงืขืŸ ื–ื™ื™ืŸ ื’ืขื•ื•ืขื ื“ื˜ ืื™ืŸ ืคื™ืจ, ืื•ืŸ ืื ื“ืขืจืข ื ื™ื˜-ืึทื–ื•ื™-ืื™ื ื˜ืขืจืขืกืึทื ื˜ ืึทื“ื•ื•ืขื ื˜ืฉืขืจื–. ืื™ืŸ ื™ื•ืœื™ 2018, ืžื™ืจ ื”ืึธื‘ืŸ ืขื˜ืœืขื›ืข ืคึผืจืึธื’ืจืขืก ืื•ื™ืฃ ืžืึธื“ืขืœืก ืื•ืŸ ืขื˜ืœืขื›ืข ืึทืจื˜ื™ืงืœืขืŸ ืื•ื™ืฃ NIPS ืื•ืŸ ICLR, ืึธื‘ืขืจ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืงื™ื™ืŸ ืคืืจืฉื˜ืื ื“ ืคื•ืŸ ื•ื•ื• ืžืึธื“ืขืœืก ืคื•ืŸ ื“ืขืจ ืžื“ืจื’ื” ืึทื˜ืฉื™ื•ื•ืึทื‘ืึทืœ ืื™ืŸ ื“ืขืจ ืฆื™ื™ื˜ ืงืขืŸ ื–ื™ื™ืŸ ื’ืขื•ื•ืขื ื“ื˜ ืื™ืŸ ืคื™ืจ.

ืขืจืฉื˜ืขืจ ื‘ืึทืงืึทื ื˜ืขืจ ืžื™ื˜ ื‘ืœืึธืงื˜ืฉื™ื™ืŸ

ื“ื™ ื•ื•ืขืœื˜ ืคื•ืŸ ื‘ืœืึธืงื˜ืฉื™ื™ืŸ ืื™ื– ืึท ื–ื™ื™ืขืจ ืžืึธื“ื ืข ื•ื•ืขืœื˜. ืื™ืš ื”ืื‘ ื ืœืื ื’ืข ืฆื™ื™ื˜ ืคื•ืŸ ืื™ื ื’ืื ืฅ ืฆื™ืœ ืื•ื™ืกื’ืขืžืขืงื˜, ืื‘ืขืจ ืขื•ื•ืขื ื˜ื•ืขืœ ื”ืื‘ืŸ ื–ื™ืš ืื•ื ื–ืขืจืข ื•ื•ืขื’ืขืŸ ื–ื™ืš ืืจื™ื‘ืขืจื’ืขืฆื•ื™ื’ืŸ. ืื™ืŸ ืื•ื ื“ื–ืขืจ ื–ื•ื›ืŸ ืคึฟืึทืจ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืคึฟืึทืจ ืคึผืจืึธื’ืจืึทื ืกื™ื ื˜ืขื–, ืžื™ืจ ื™ื•ื•ืขื ื˜ืฉืึทื•ื•ืึทืœื™ ื’ืขืงื•ืžืขืŸ ืฆื• ื“ื™ ืžืกืงื ื ืึทื– ืขืคึผืขืก ืื™ืŸ ื“ื™ ื™ื ื˜ืขืจืกืขืงืฉืึทืŸ ืคื•ืŸ ืคึผืจืึธื’ืจืึทื ืกื™ื ื˜ืขื– ืื•ืŸ ื“ื™ ืคึฟืึทืจื‘ื•ื ื“ืขื ืข ื˜ืขืžืข ืคื•ืŸ โ€‹โ€‹ืคืึธืจืžืึทืœ ื•ื•ืขืจืึทืคืึทืงื™ื™ืฉืึทืŸ ืงืขืŸ ื–ื™ื™ืŸ ื–ื™ื™ืขืจ ื ื•ืฆื™ืง ืคึฟืึทืจ ืงืœื•ื’ ืงืึทื ื˜ืจืึทืงืฅ. ืžื™ืจ ื’ืขื•ื•ืื•ืกื˜ ื’ืึธืจื ื™ืฉื˜ ื•ื•ืขื’ืŸ ื‘ืœืึทืงื›ื™ื™ื•ื•ืึทืŸ, ืึธื‘ืขืจ ื“ืขืจ ื˜ืึธืœ ื•ื•ืึธืœื˜ ื ื™ืฉื˜ ื–ื™ื™ืŸ ืึท ื˜ืึธืœ ืื•ื™ื‘ ืฆื•ื•ื™ืฉืŸ ืžื™ื™ืŸ ืึทืœื˜ ืคืจื™ื™ื ื˜ ืขืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ื‘ื™ื™ึท ืžื™ื ื“ืกื˜ืขืจ ืึท ื‘ื™ืกืœ ื•ื•ืืก ื–ืขื ืขืŸ ืื™ื ื˜ืขืจืขืกื™ืจื˜ ืื™ืŸ ื“ืขื ื˜ืขืžืข. ืžื™ืจ ืื ื’ืขื”ื•ื™ื‘ืŸ ืงืึทืžื™ื•ื ืึทืงื™ื™ื˜ื™ื ื’ ืžื™ื˜ ื–ื™ื™ ืื•ืŸ ืื™ื™ื ื’ืขื–ืขืŸ ืึทื– ืคืึธืจืžืึทืœ ื•ื•ืขืจืึทืคืึทืงื™ื™ืฉืึทืŸ ืื™ื– ื’ื•ื˜, ืึธื‘ืขืจ ืขืก ื–ืขื ืขืŸ ืžืขืจ ื“ืจื™ื ื’ืœืขืš ืคึผืจืึธื‘ืœืขืžืก ืื™ืŸ ื“ื™ ื‘ืœืึทืงื›ื™ื™ื•ื•ืึทืŸ. ืื™ืŸ 2018, ืขื˜ื”ืขืจืขื•ื ื”ืื˜ ืฉื•ื™ืŸ ืฉื•ื•ืขืจ ืฆื• ื”ืึทื ื“ืœืขืŸ ืžื™ื˜ ื“ื™ ืžืึทืกืข, ืื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ืึท ืคึผืจืึธื˜ืึธืงืึธืœ ื•ื•ืึธืก ื•ื•ืึธืœื˜ ืœื•ื™ืคืŸ ื‘ืื˜ื™ื™ื˜ื™ืง ืคืึทืกื˜ืขืจ ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื–ื™ื™ืขืจ ื“ืจื™ื ื’ืœืขืš ืึทืจื•ื™ืกื’ืขื‘ืŸ.

ืžื™ืจ ื–ืขื ืขืŸ ื“ืึธืš ื•ื•ื™ื™ื˜ ืคื•ืŸ ื“ื™ ืขืจืฉื˜ืข ื•ื•ืึธืก ืงื•ืžืขืŸ ืžื™ื˜ ืึทื–ืึท ื’ืขื“ืึทื ืง, ืึธื‘ืขืจ ืึท ืฉื ืขืœืขืจ ืฉื˜ื•ื“ื™ืข ืคื•ื ืขื ืžืึทืจืง ื”ืึธื˜ ื’ืขื•ื•ื™ื–ืŸ, ืึทื– ื‘ืฉืขืช ืขืก ืื™ื– ื“ืึธืจื˜ ืคืึทืจืžืขืกื˜, ืื•ืŸ ื”ื•ื™ืš, ืื™ื– ืขืก ืžืขื’ืœืขืš ืฆื• ื’ืขื•ื•ื™ื ืขืŸ. ืžืขืจ ื™ืžืคึผืึธืจื˜ืึทื ื˜ืœื™, ื‘ื™ื™ื“ืข ื™ืœื™ืึท ืื•ืŸ ืื™ืš ื–ืขื ืขืŸ ื–ื™ื™ืขืจ ื’ื•ื˜ ืกื™ืกื˜ืขื ืคึผืจืึธื•ื’ืจืึทืžืขืจื–. ืžื™ื™ึทืŸ ืงืึทืจื™ืขืจืข ืื™ืŸ MemSQL ืื™ื–, ืคื•ืŸ ืงื•ืจืก, ืคื™ืœ ื ืขืขื ื˜ืขืจ ืฆื• ื“ืขื•ื•ืขืœืึธืคึผื™ื ื’ ืคึผืจืึธื˜ืึธืงืึธืœืก ื•ื•ื™ ืฆื• ื‘ื•ื™ืขืŸ ืžืึธื“ืขืœืก ืื•ื™ืฃ PyTorch, ืื•ืŸ Ilya ื‘ื™ื™ Google ืื™ื– ื’ืขื•ื•ืขืŸ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืคื•ืŸ TensorFlow.

ืื™ืš ื”ืึธื‘ ืึธื ื’ืขื”ื•ื™ื‘ืŸ ื“ื™ืกืงื•ื˜ื™ืจืŸ ื“ืขื ื’ืขื“ืึทื ืง ืžื™ื˜ ืžื™ื™ืŸ ืขืจืฉื˜ืข MemSQL ื—ื‘ืจื™ื ืื•ืŸ ืžื™ื™ืŸ ื˜ื™ืžื™ื™ื˜ ืคื•ืŸ ื“ื™ ICPC ื˜ืขื’, ืื•ืŸ ื“ืขืจ ื’ืขื“ืึทื ืง ืคื•ืŸ ื‘ื•ื™ืขืŸ ืึท ืฉื ืขืœ ื‘ืœืึทืงื›ื™ื™ื•ื•ืึทืŸ ืคึผืจืึธื˜ืึธืงืึธืœ ืื™ื– ื’ืขื•ื•ืขืŸ ื˜ืฉื™ืงืึทื•ื•ืข ืฆื• ืคื™ืจ ืคื•ืŸ ืคื™ื ืฃ ืžืขื ื˜ืฉืŸ ืžื™ื˜ ื•ื•ืึธืก ืื™ืš ื’ืขืจืขื“ื˜. ืื™ืŸ ืื™ื™ืŸ ื˜ืึธื’ ืื™ืŸ ืื•ื™ื’ื•ืกื˜ 2018, NEAR ื’ืขื•ื•ืืงืกืŸ ืคื•ืŸ ื“ืจื™ื™ ืžืขื ื˜ืฉืŸ ืฆื• ื–ื™ื‘ืŸ, ืื•ืŸ ืฆื• ื ื™ื™ึทืŸ ืื™ืŸ ื“ืขืจ ื•ื•ื™ื™ึทื˜ืขืจ ื•ื•ืึธืš ื•ื•ืขืŸ ืžื™ืจ ื›ื™ื™ืขืจื“ ืึท ื”ื•ื™ืคึผื˜ ืคื•ืŸ ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืื•ืŸ ืึท ื”ื•ื™ืคึผื˜ ืคื•ืŸ ื’ืขืฉืขืคื˜ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’. ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ึทื˜, ื“ื™ ืžื“ืจื’ื” ืคื•ืŸ ืžืขื ื˜ืฉืŸ ืื™ื– ื’ืขื•ื•ืขืŸ ืคืฉื•ื˜ ื’ืœื™ื™ื‘ืŸ. ืึทืœืข ืขื ื“ื–ืฉืึทื ื™ืจื– ื–ืขื ืขืŸ ืึธื“ืขืจ ืคึฟื•ืŸ ื“ืขืจ ืคืจื™ ืžืขืžืกืงืœ ืžืึทื ืฉืึทืคึฟื˜ ืึธื“ืขืจ ื”ืึธื‘ืŸ ื’ืขืืจื‘ืขื˜ ืคึฟืึทืจ ืคื™ืœืข ื™ืึธืจืŸ ืื™ืŸ Google ืื•ืŸ ืคืึทืกืขื‘ืึธืึธืง. ื“ืจื™ื™ ืคื•ืŸ ืื•ื ื“ื– ื”ืึธื‘ืŸ ICPC ื’ืึธืœื“ ืžืขื“ืึทืœื–. ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืึธืจื™ื’ื™ื ืขืœ ื–ื™ื‘ืŸ ืขื ื“ื–ืฉืึทื ื™ืจื– ื•ื•ืึทืŸ ื“ื™ ICPC ืฆื•ื•ื™ื™ ืžืึธืœ. ื“ืขืžืืœื˜ ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ื–ืขืงืก ื“ืื‘ืœืข ื•ื•ืขืœื˜ ื˜ืฉืึทืžืคึผื™ืึธื ืก (ื”ื™ื™ึทื ื˜ ืขืก ื–ืขื ืขืŸ ื ื™ื™ึทืŸ ื˜ืึธืคึผืœ ื•ื•ืขืœื˜ ื˜ืฉืึทืžืคึผื™ืึธื ืก, ืึธื‘ืขืจ ืื™ืฆื˜ ืฆื•ื•ื™ื™ ืคื•ืŸ ื–ื™ื™ ืึทืจื‘ืขื˜ ืื™ืŸ NEAR, ืึทื–ื•ื™ ื“ื™ ืกื˜ืึทื˜ื™ืกื˜ื™ืง ื”ืึธื‘ืŸ ื™ืžืคึผืจื•ื•ื•ื“ ืžื™ื˜ ืฆื™ื™ื˜).

ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ื™ืงืกืคึผืœืึธื•ืกื™ื•ื• ื•ื•ื•ึผืงืก, ืึธื‘ืขืจ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ืคึผืจืึธื‘ืœืขื. ืงื™ื™ื ืขืจ ื”ืื˜ ื ื™ืฉื˜ ื’ืขืืจื‘ืขื˜ ืคืจื™ื™, ืื•ืŸ ื“ื™ ืืคื™ืก ืื™ืŸ ืฆืขื ื˜ืขืจ ืคื•ืŸ SF ืื™ื– ืื•ื™ืš ื•ื•ื™ื™ื˜ ืคื•ืŸ ื‘ื™ืœื™ื’, ืื•ืŸ ืฆื•ื“ืขืงืŸ ืืคื™ืก ืจืขื ื˜ ืื•ืŸ ื˜ืืœ-ื’ืขืœื˜ ืคืืจ ื ื™ื™ืŸ ืžืขื ื˜ืฉืŸ ืžื™ื˜ ื•ื•ืืก ืื™ื– ื’ืขื‘ืœื™ื‘ืŸ ืคื•ืŸ $800 ืง ื ืืš ื ื™ืืจ ืื™ื– ื’ืขื•ื•ืขืŸ ืคืจืื‘ืœืขืžืื˜ื™ืฉ. NEAR ื”ืื˜ ื ืึธืš 1.5 ื—ื“ืฉื™ื ืื™ืŸ ืขืงื–ื™ืกื˜ืขื ืฅ ืื™ื™ื“ืขืจ ืขืก ืื™ื– ื ื•ืœ ืœื™ื ืงืก ืื™ืŸ ื“ื™ ื‘ืึทื ืง.

ื•ื•ืขื ื˜ื•ืจืข ืงืึทืคึผื™ื˜ืึทืœ ื™ื ื•ื•ืขืกื˜ืžืึทื ืฅ ื•ื•ื™ื“ืขืจ

ืžื™ื˜ ื–ื™ื‘ืŸ ื–ื™ื™ืขืจ ืฉื˜ืึทืจืง ืกื™ืกื˜ืขื ืคึผืจืึธื•ื’ืจืึทืžืขืจื– ืื™ืŸ ื“ื™ ื•ื•ื”ื™ื˜ืขื‘ืึธืึทืจื“ ืฆื™ืžืขืจ ืžื™ื˜ ืึท ื“ื•ืจื›ืฉื ื™ื˜ืœืขืš ืคื•ืŸ ื•ื•ืขื’ืŸ 8 ื™ืึธืจ ื“ืขืจืคืึทืจื•ื ื’, ืžื™ืจ ื–ืขื ืขืŸ ื‘ื™ื›ื•ืœืช ืฆื• ื’ืขืฉื•ื•ื™ื ื“ ื’ืขืคึฟื™ื ืขืŸ ืึท ื’ืœื™ื™ึทืš ืคึผืœืึทืŸ ืคึฟืึทืจ ื“ืขื ืคึผืจืึธื˜ืึธืงืึธืœ ืื•ืŸ ื–ืขื ืขืŸ ืฆื•ืจื™ืง ืฆื• ืจืขื“ืŸ ืฆื• ื™ื ื•ื•ืขืกื˜ืขืจื–. ืฆื•ื ื‘ืึทื“ื•ื™ืขืจืŸ, ืคื™ืœืข ื™ื ื•ื•ืขืกื˜ืขืจื– ื•ื™ืกืžื™ื™ื“ืŸ ื‘ืœืึธืงื˜ืฉื™ื™ืŸ. ืื™ืŸ ื“ืขืจ ืฆืฒึทื˜ (ืื•ืŸ ืึทืคึฟื™ืœื• ืื™ืฆื˜) ื–ืฒึทื ืขืŸ ื’ืขื•ื•ืขืŸ ืื™ืŸ ื“ืขืจ ื“ืึธื–ื™ืงืขืจ ืื™ื ื“ื•ืกื˜ืจื™ืข ืึทืŸ ืื•ืžื’ืœื•ื™ื‘ืœืขื›ืข ืฆืึธืœ ืึธืคึผืคึผืึธืจื˜ื•ื ื™ืกื˜ืŸ, ืื•ืŸ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืฉื•ื•ืขืจ ืฆื• ืื•ื ื˜ืขืจืฉื™ื™ื“ืŸ ืฆื•ื•ื™ืฉืŸ ื“ื™ ืขืจื ืกื˜ืข ื‘ื—ื•ืจื™ื ืื•ืŸ ื“ื™ ืึธืคึผืคึผืึธืจื˜ื•ื ื™ืกื˜ืŸ. ื–ื™ื ื˜ ืคึผืจืึธืกื˜ ื™ื ื•ื•ืขืกื˜ืขืจื– ื•ื™ืกืžื™ื™ื“ืŸ ื‘ืœืึทืงื›ื™ื™ื•ื•ืึทืŸ, ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื’ื™ื™ืŸ ืฆื• ื™ื ื•ื•ืขืกื˜ืขืจื– ื•ื•ืึธืก ื™ื ื•ื•ืขืกื˜ื™ืจืŸ ืกืคึผืึทืกื™ืคื™ืงืœื™ ืื™ืŸ ื‘ืœืึทืงื›ื™ื™ื•ื•ืึทืŸ. ืขืก ื–ืขื ืขืŸ ืื•ื™ืš ืคื™ืœืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื–ื™ื™ ืื™ืŸ ื“ื™ ื˜ืึธืœ, ืึธื‘ืขืจ ืขืก ืื™ื– ืึท ื’ืึธืจ ืึทื ื“ืขืจืฉ ื’ืึทื ื’, ืžื™ื˜ ืงืœื™ื™ืŸ ืึธื•ื•ื•ืขืจืœืึทืคึผ ืžื™ื˜ ื™ื ื•ื•ืขืกื˜ืขืจื– ื•ื•ืึธืก ื˜ืึธืŸ ื ื™ื˜ ืกืคึผืขืฉืึทืœื™ื™ื– ืื™ืŸ ื‘ืœืึทืงื›ื™ื™ื•ื•ืึทืŸ. ื’ืึทื ืฅ ื“ืขืจื•ื•ืึทืจื˜, ืžื™ืจ ืขื ื“ื™ืงื˜ ื–ื™ืš ืžื™ื˜ ืžืขื ื˜ืฉืŸ ืื™ืŸ ืื•ื ื“ื–ืขืจ ื“ื™ื™ื˜ื™ื ื’ ื–ื™ื™ึทืœ ืื•ืŸ ืื™ืŸ ืึทื–ืึท ื’ืขืœื˜ ืื™ืŸ ืื™ื™ืŸ ื›ืึทื ื“ืฉื™ื™ืง. ืื™ื™ืŸ ืึทื–ืึท ืคืึธื ื“ ืื™ื– ื’ืขื•ื•ืขืŸ ืžืขื˜ืึทืกื˜ืึทื‘ืœืข.

ืžืขื˜ืึทืกื˜ืึทื‘ืœืข ืื™ื– ืึท ืฉืคึผื™ืฅ ืคืึธื ื“, ืื•ืŸ ื‘ืึทืงื•ืžืขืŸ ืึท ื™ืึธ ืคื•ืŸ ื–ื™ื™ ื•ื•ืึธืœื˜ ืžื™ื™ื ืขืŸ ืงืœืึธื•ื–ื™ื ื’ ื“ื™ ืงื™ื™ึทืœืขื›ื™ืง ื›ึผืžืขื˜ ืžื™ื“. ืžื™ ืจ ื”ืื‘ ืŸ ืฉื•ื™ ืŸ ื“ืขืžืืœ ื˜ ื“ืขืจื’ืจืฒื› ื˜ 3 โ€” 4 ื  ืก ืื• ืŸ ื“ ื™ ืฆื ืœ ื’ืขืœื˜ืข ืจ ืฆ ื• ืจืฒื“ ืŸ ืื™ ื– ื–ื™ ืš ืฉื ืข ืœ ื’ืขืฐืข ืŸ ืคืืจืงืœืขื ืขืจื˜ , ืฐ ื™ ื“ ื™ ืฆืฒ ื˜ ืื™ ื– ื’ืขืฐืข ืŸ ื“ืข ืจ ืฆืฒื˜ , ืืฒื“ืข ืจ ื ืฒืข ืจ ืฐืข ื˜ ื’ืขื‘ืœื™ื‘ ืŸ ื ืŸ ืคืจื ืกื” . ืžืขื˜ืึทืกื˜ืึทื‘ืœืข ื”ืื˜ ืขื˜ืœืขื›ืข ื™ื ืงืจืขื“ืึทื‘ืœื™ ืงืœื•ื’ ื’ื™ื™ื– ืืจื‘ืขื˜ืŸ ืื™ืŸ ืขืก, ื•ื•ืขืžืขื ืก ืึทืจื‘ืขื˜ ืื™ื– ื’ืขื•ื•ืขืŸ ืฆื• ืฆืขื˜ื™ื™ืœืŸ ืื•ื ื“ื–ืขืจ ื’ืขื“ืื ืงืขืŸ ืื•ืŸ ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ืงืœืขื ืกื˜ืขืจ ืคืœืึธื– ืื™ืŸ ืื•ื ื“ื–ืขืจ ืคึผืœืึทืŸ. ื–ื™ื ื˜ ืื•ื ื“ื–ืขืจ ืคึผืœืึทืŸ ืื™ืŸ ื“ืขืจ ืฆื™ื™ื˜ ืื™ื– ื’ืขื•ื•ืขืŸ ืขื˜ืœืขื›ืข ื˜ืขื’ ืึทืœื˜, ื•ื•ื™ ืื™ื– ื’ืขื•ื•ืขืŸ ืื•ื ื“ื–ืขืจ ื“ืขืจืคืึทืจื•ื ื’ ืื™ืŸ ื‘ืœืึทืงื›ื™ื™ื•ื•ืึทืŸ ืื™ืŸ ื“ืขืจ ืฆื™ื™ื˜, ืื™ืŸ ืึท ืžื™ื˜ื™ื ื’ ืžื™ื˜ ืžืขื˜ืึทืกื˜ืึทื‘ืœืข ื–ื™ื™ ื—ืจื•ื‘ึฟ ื™ืœื™ืึท ืื•ืŸ ืื™ืš. ื“ื™ ื ื•ืžืขืจ ืคื•ืŸ ื ืึธ ืื™ืŸ ื“ื™ ืคึผื™ื’ื™ ื‘ืึทื ืง ืื™ื– ื’ืขื•ื•ืืงืกืŸ ืžื™ื˜ ืื™ื™ืŸ ืžืขืจ.

ืื™ื‘ืขืจ ื“ื™ ืงื•ืžืขื ื“ื™ืงืข ืคึผืึธืจ ื•ื•ืึธื›ืŸ, ื“ื™ ืึทืจื‘ืขื˜ ืื™ืŸ ืคืจืึธื ื˜ ืคื•ืŸ ื“ื™ ื‘ืจืขื˜ ืื™ื– ืคืืจื‘ืœื™ื‘ืŸ ืื•ืŸ ื“ื™ ืคึผืœืึทืŸ ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ืงื•ืžืขืŸ ืฆื•ื–ืึทืžืขืŸ ืื™ืŸ ืขืคึผืขืก ืขืจื ืกื˜. ืžื™ืจ ืึทื•ื•ืึทื“ืข ืจืึทืฉื˜ ืื•ื ื“ื–ืขืจ ื‘ืึทื’ืขื’ืขื ื™ืฉ ืžื™ื˜ ืžืขื˜ืึทืกื˜ืึทื‘ืœืข. ื•ื•ืขืŸ ื“ื™ ื‘ืึทื’ืขื’ืขื ื™ืฉ ื•ื•ืึธืœื˜ ืคืึธืจืงื•ืžืขืŸ ืื™ืฆื˜, ืขืก ื•ื•ืึธืœื˜ ื ื™ืฉื˜ ื’ืขื•ื•ืขืŸ ืžืขื’ืœืขืš ืฆื• ืฆืขืฉื˜ืขืจืŸ ืื•ื ื“ื– ืึทื–ื•ื™ ืœื™ื™ื›ื˜. ืึธื‘ืขืจ ืžืขื˜ืึทืกื˜ืึทื‘ืœืข ื•ื•ืขื˜ ื ื™ืฉื˜ ื˜ืจืขืคืŸ ืื•ื ื“ื– ื ืึธืš ื‘ืœื•ื™ื– ืฆื•ื•ื™ื™ ื•ื•ืึธื›ืŸ. ื•ื•ืึธืก ืฆื• ื˜ืึธืŸ?

ื ืœื™ื™ื–ื•ื ื’ ืื™ื– ื’ืขืคื•ื ืขืŸ. ื‘ื™ื™ ืื™ืœื™ืืก ื“ื™ื™ืŸ ื’ืขื‘ื•ืจืกื˜ืึธื’, ืขืจ ื’ืขื”ืืœื˜ืŸ ืึท ื‘ืึทืจื‘ื™ืงื™ื• ืื•ื™ืฃ ื“ื™ ื“ืึทืš ืคื•ืŸ ื–ื™ื™ืŸ ื”ื•ื™ื– (ื•ื•ืึธืก, ื•ื•ื™ ืคื™ืœืข ืจื•ืคืก ืื™ืŸ ื•ื•ื•ื™ื ื•ื ื’ ืงืึทืžืคึผืœืขืงืกืึทื– ืื™ืŸ ื“ื™ ื ืึธืจื“ืขืจืŸ ืคืœื™ื˜, ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื’ืขื–ื•ื ื˜-ื’ืขื”ืืœื˜ืŸ ืคึผืึทืจืง), ื•ื•ื• ืึทืœืข ื ืขืึทืจ ืขืžืคึผืœื•ื™ื™ื– ืื•ืŸ ืคืจื™ื™ื ื˜ ื–ืขื ืขืŸ ืคืืจื‘ืขื˜ืŸ, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ืื™ื•ื•ืืŸ Bogaty, ื™ืœื™ืึท ืก ืคืจื™ื™ึทื ื“, ื•ื•ืึธืก ื”ืึธื˜ ื’ืขืืจื‘ืขื˜ ืื™ืŸ ืžืขื˜ืึทืกื˜ืึทื‘ืœืข ืื™ืŸ ื“ืขืจ ืฆื™ื™ื˜, ื•ื•ื™ ืื•ื™ืš ืขื˜ืœืขื›ืข ืื ื“ืขืจืข ื™ื ื•ื•ืขืกื˜ืขืจื–. ื•ื•ื™ ืงืขื’ืŸ ืฆื• ืคึผื™ื˜ืฉื™ื ื’ ืฆื• ื™ื ื•ื•ืขืกื˜ืขืจื– ืื™ืŸ ืึท ื‘ืึทื’ืขื’ืขื ื™ืฉ ืฆื™ืžืขืจ, ื“ื™ ื‘ืึทืจื‘ื™ืงื™ื• ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืคึฟืึทืจ ื“ื™ ื’ืื ืฆืข NEAR ืžืึทื ืฉืึทืคึฟื˜ ืฆื• ืฉืžื•ืขืกืŸ ืื™ืŸ ืึท ื’ืœื™ื™ึทื›ื’ื™ืœื˜ื™ืง ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ, ื‘ื™ืจ ืื™ืŸ ื”ืึทื ื˜, ืžื™ื˜ ืื™ื•ื•ืืŸ ืื•ืŸ ืื ื“ืขืจืข ื™ื ื•ื•ืขืกื˜ืขืจื– ื•ื•ืขื’ืŸ ืื•ื ื“ื–ืขืจ ืงืจืึทื ื˜ ืคึผืœืึทืŸ ืื•ืŸ ืฆื™ืœืŸ. ืฆื•ื ืกื•ืฃ ืคื•ืŸ ื“ื™ ื‘ืึทืจื‘ื™ืงื™ื•, ืื™ื•ื•ืืŸ ื’ืขืงื•ืžืขืŸ ืฆื• ืื•ื ื“ื– ืื•ืŸ ื’ืขื–ืื’ื˜ ืึทื– ืขืก ื’ืขื•ื•ืขืŸ ื•ื•ื™ ืขืก ื•ื•ืึธืœื˜ ืžืึทื›ืŸ ื–ื™ื ืขืŸ ืคึฟืึทืจ ืื•ื ื“ื– ืฆื• ื˜ืจืขืคืŸ ื•ื•ื™ื“ืขืจ.

ื“ื™ ื‘ืึทื’ืขื’ืขื ื™ืฉ ืื™ื– ื’ืขื•ื•ืขืŸ ืคื™ืœ ื‘ืขืกืขืจ, ืื•ืŸ ื™ืœื™ืึท ืื•ืŸ ืื™ืš ื–ืขื ืขืŸ ื‘ื™ื›ื•ืœืช ืฆื• ื‘ืึทืฉื™ืฆืŸ ื“ื™ ืคึผืœืึทืŸ ืคื•ืŸ ื™ื ืกื™ื“ืึทืก ืคืจืื’ืขืก. ืžืขื˜ืึทืกื˜ืึทื‘ืœืข ื”ืึธื˜ ืื•ื ื“ื– ืคืืจื‘ืขื˜ืŸ ืฆื• ื˜ืจืขืคืŸ ืžื™ื˜ ื–ื™ื™ืŸ ื’ืจื™ื ื“ืขืจ ื ืึทื•ื•ืึทืœ ืจืึทื•ื•ื™ืงืึทื ื˜ ืึท ืคึผืึธืจ ื˜ืขื’ ืฉืคึผืขื˜ืขืจ ืื™ืŸ ื“ื™ Angellist ืึธืคื™ืก. ื“ืข ืจ ืงืื ืฆืขืœืืจื™ ืข ืื™ ื– ื’ืขืฐืข ืŸ ืื™ื ื’ืื ืฆ ืŸ ืœืฒื“ื™ืง , ืฐืฒ ืœ ื›ืžืข ื˜ ื“ ื™ ื’ืื ืฆ ืข ืงืืžืคืื ื™ ืข ืื™ ื– ืืฐืขืงื’ืขืคืืจ ืŸ ืงืฒ ืŸ ื‘ืจืขื ืขืŸ . ื‘ื™ื™ ื“ืขืจ ื–ื™ืฆื•ื ื’ ื”ืื˜ ื“ืขืจ ื ื™ื™ืŸ ื–ื™ืš ืคืืจื•ื•ืื ื“ืœื˜ ืื™ืŸ ื ื™ื, ืื•ืŸ ื ืขืืจ ืื™ื– ืฉื•ื™ืŸ ื ื™ืฉื˜ ื’ืขื•ื•ืขืŸ ืื•ื™ืคืŸ ืจืึทื ื“ ืคื•ืŸ ื˜ื•ื™ื˜. ื“ื™ ืจืืœื™ ื”ืื˜ ื–ื™ืš ืคืืจืขื ื“ื™ืงื˜, ืžื™ืจ ื–ืขื ืขืŸ ืืจื™ื™ืŸ ืื™ืŸ ืœื™ืคื˜. ื“ื™ ื ื™ื™ืขืก ืื– ืžืขื˜ืืกื˜ืึทื‘ืœืข ืื™ื ื•ื•ืขืกื˜ื™ืจื˜ ืื™ืŸ ืื•ื ื– ื”ืื˜ ื–ื™ืš ื–ื™ื™ืขืจ ืฉื ืขืœ ืคืืจืฉืคืจื™ื™ื˜. ื“ืขืจ ืœื™ืคื˜ ื”ืื˜ ื ืืš ื ื™ืฉื˜ ื“ืขืจื’ืจื™ื™ื›ื˜ ืฆื•ื ืขืจืฉื˜ืŸ ืฉื˜ืืง ื•ื•ืขืŸ ื ืฆื•ื•ื™ื™ื˜ืขืจ ื™ื, ืื•ื™ืš ืคื•ืŸ ื ื”ืขื›ืกื˜ืŸ ืคืื ื“, ืื™ื– ืื ื’ืขืงื•ืžืขืŸ ืฆื• ืื•ื ื–ืขืจ ืคืืกื˜ ืืŸ ืงื™ื™ืŸ ื‘ืื˜ื™ื™ืœื™ื’ื•ื ื’ ืคื•ืŸ ืื•ื ื–ืขืจ ื–ื™ื™ื˜. ืขืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ื ื™ื˜ ืžืขืจ ืงื™ื™ืŸ ืื™ืŸ ื“ื™ ืคืึทื ื“ืจื™ื™ืกื™ื ื’, ืื•ืŸ ืึท ื•ื•ืึธืš ืฉืคึผืขื˜ืขืจ ืžื™ืจ ืกืึทืœื•ื•ื“ ื“ื™ ื‘ืึทืงืคึผืึทืง ืคึผืจืึธื‘ืœืขื ื•ื•ื™ื“ืขืจ ืฆื• ืคึผืึทืกื™ืง ื“ื™ ื‘ืขืกื˜ืขืจ ืึธืคืคืขืจืก ืื™ืŸ ืึท ืœื™ืžื™ื˜ืขื“ ืงื™ื™ึทืœืขื›ื™ืง.

ืึท ื•ื•ื™ื›ื˜ื™ืง ื˜ื™ื™ืงืึทื•ื•ื™ื™ึท: ืื™ืŸ ื“ื™ ื•ื•ืึทืœื™, ืคึผืขืจื–ืขื ืœืขืš ืคืึทืจื‘ื™ื ื“ืŸ ืื™ื– ืžืืœ ืžืขืจ ื•ื•ื™ื›ื˜ื™ืง ื•ื•ื™ ืึท ื’ื•ื˜ ืคึผืจืขื–ืขื ื˜ื™ืจื•ื ื’ ืึธื“ืขืจ ื’ืขื–ื•ื ื˜-ื“ื™ื–ื™ื™ื ื“ ืคึผืœืึทืŸ. ืื™ืŸ ื“ื™ ืคืจื™ ืกื˜ืึทื’ืขืก ืคื•ืŸ ืึท ืคื™ืจืžืข 'ืก ืœืขื‘ืŸ, ื™ื ื•ื•ืขืกื˜ืขืจื– ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืึท ื‘ืึทื–ื•ื ื“ืขืจ ืคึผืจืึธื“ื•ืงื˜ ืึธื“ืขืจ ืคึผืœืึทืŸ ื•ื•ืขื˜ ื˜ื•ื™ืฉืŸ ืคื™ืœืข ืžืึธืœ, ืื•ืŸ ื“ืขืจื™ื‘ืขืจ ืคืึธืงื•ืก ืคื™ืœ ืžืขืจ ืื•ื™ืฃ ื“ื™ ืžืึทื ืฉืึทืคึฟื˜ ืื•ืŸ ื–ื™ื™ืขืจ ื•ื•ื™ืœื™ื ื’ื ืึทืก ืฆื• ื™ื˜ืขืจื™ื™ื˜ ื’ืขืฉื•ื•ื™ื ื“. 

ื’ื™ื›ืงื™ื™ึทื˜ ืื™ื– ื ื™ืฉื˜ ื“ื™ ื‘ื™ื’ืึทืกื˜ ืคึผืจืึธื‘ืœืขื

ืื™ืŸ ื“ื™ ืกื•ืฃ ืคื•ืŸ 2018, ืžื™ืจ ื’ืขื’ืื ื’ืขืŸ ืฆื• ื“ื™ ETH ืกืึทืŸ ืคึฟืจืึทื ืกื™ืกืงืึธ ื›ืึทืงืึทื˜ื”ืึธืŸ. ื“ืึธืก ืื™ื– ืื™ื™ื ืขืจ ืคื•ืŸ ืคื™ืœืข ื›ืึทืงืึทื˜ื”ืึธื ืก ืึทืจื•ื ื“ื™ ื•ื•ืขืœื˜ ื“ืขื“ืึทืงื™ื™ื˜ืึทื“ ืฆื• ืขื˜ื”ืขืจืขื•ื. ื‘ื™ื™ ื“ื™ ื›ืึทืงืึทื˜ื”ืึธืŸ ืžื™ืจ ื”ืึธื‘ืŸ ืึท ื’ืจื•ื™ืก ืžืึทื ืฉืึทืคึฟื˜ ื•ื•ืึธืก ื’ืขื•ื•ืืœื˜ ืฆื• ื‘ื•ื™ืขืŸ ื“ื™ ืขืจืฉื˜ืขืจ ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹โ€‹โ€‹ื“ื™ ื‘ืจื™ืง ืฆื•ื•ื™ืฉืŸ NEAR ืื•ืŸ ื™ื˜ืขืจ.

ืื™ืš ืืคื’ืขืฉื™ื™ื“ื˜ ืคื•ืŸ ื“ื™ ืžืึทื ืฉืึทืคึฟื˜ ืื•ืŸ ื‘ืึทืฉืœืึธืกืŸ ืฆื• ื ืขืžืขืŸ ืึท ืึทื ื“ืขืจืฉ ื•ื•ืขื’. ืื™ืš ื’ืขืคึฟื•ื ืขืŸ ื•ื•ืœืึทื“ ื–ืึทืžืคื™ืจ, ืึท ื‘ืึทื•ื•ื•ืกื˜ ื™ื ืคืœื•ืึทื ืกืขืจ ืื™ืŸ ื“ื™ ื™ืงืึธื•ืกื™ืกื˜ืึทื ื•ื•ืึธืก ืื™ื– ื’ืขื•ื•ืขืŸ ืฉืจื™ื™ื‘ืŸ ื–ื™ื™ืŸ ื•ื•ืขืจืกื™ืข ืคื•ืŸ โ€‹โ€‹ืฉืึทืจื“ื™ื ื’ ืคึฟืึทืจ ืขื˜ื”ืขืจืขื•ื, ืึทืคึผืจืึธื•ื˜ืฉื˜ ืื™ื ืื•ืŸ ื’ืขื–ืื’ื˜ "ื”ื™, ื•ื•ืœืึทื“, ืื™ืš ื’ืขืฉืจื™ื‘ืŸ ืฉืึทืจื“ื™ื ื’ ืื™ืŸ MemSQL, ืœืึธื–ืŸ ืื•ื ื“ื– ืึธื ื˜ื™ื™ืœ ื ืขืžืขืŸ ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืžืึทื ืฉืึทืคึฟื˜." ื•ื•ืœืึทื“ ืื™ื– ื’ืขื•ื•ืขืŸ ืžื™ื˜ ืึท ืžื™ื™ื“ืœ, ืื•ืŸ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืงืœืึธืจ ืื•ื™ืฃ ื–ื™ื™ืŸ ืคึผื ื™ื ืึทื– ืื™ืš ื”ืื˜ ื ื™ืฉื˜ ืื•ื™ืกื“ืขืจื•ื•ื™ื™ืœื˜ ื“ืขืจ ื‘ืขืกื˜ืขืจ ืฆื™ื™ึทื˜ ืฆื• ื™ื‘ืขืจื’ืขื‘ืŸ. ืื‘ืขืจ ื“ื™ ืžื™ื™ื“ืœ ื”ืื˜ ื’ืขื–ืื’ื˜ "ืึทื– ืกืึธื•ื ื“ืก ืงื™ืœ, ื•ื•ืœืึทื“, ืื™ืจ ื–ืึธืœ ื ืขืžืขืŸ ืื™ื ืื•ื™ืฃ ื“ื™ ืžืึทื ืฉืึทืคึฟื˜." ืึทื–ื•ื™ ื”ืึธื‘ ืื™ืš ื–ื™ืš ื‘ืึทื˜ื™ื™ืœื™ืงื˜ ืื™ืŸ ืึท ืงืึธืœืขืงื˜ื™ื•ื• ืžื™ื˜ ื•ื•ืœืึทื“ ื–ืึทืžืคื™ืจ, ืื•ืŸ ืคึฟืึทืจ ื“ื™ ื•ื•ื™ื™ึทื˜ืขืจ 24 ืฉืขื” ืื™ืš ื’ืขืœืขืจื ื˜ ื•ื•ื™ ื–ื™ื™ืŸ ืคึผืœืึทืŸ ืึทืจื‘ืขื˜ ืื•ืŸ ื’ืขืฉืจื™ื‘ืŸ ืึท ืคึผืจืึธื•ื˜ืึทื˜ื™ื™ืคึผ ืžื™ื˜ ืื™ื.

ืžื™ืจ ื•ื•ืึทืŸ ื“ื™ ื›ืึทืงืึทื˜ื”ืึธืŸ. ืื‘ืขืจ ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ื“ื™ ืžืขืจืกื˜ ื˜ืฉื™ืงืึทื•ื•ืข ื–ืึทืš. ื“ืึธืก ืื™ื ื˜ืขืจืขืกืึทื ื˜ืกื˜ืข ืื™ื–, ืึทื– ืื™ืŸ ื“ืขืจ ืฆืฒึทื˜ ื”ืึธื‘ืŸ ืขืจ ืื•ืŸ ืื™ืš ืฉื•ื™ืŸ ื’ืขืฉืจื™ื‘ืŸ ื›ึผืžืขื˜ ืคึฟื•ืŸ ืงืจืึทืฆืŸ ืคึผืจืึธื•ื˜ืึทื˜ื™ื™ืคึผ ืคื•ืŸ ืึทื˜ืึธืžื™ืฉืข ื˜ืจืึทื ื–ืึทืงืฉืึทื ื– ืฆืฐื™ืฉ ืŸ ืฉื˜ืืจ ืง ื”ื ื˜ ืื•ื ื“ื–ืข ืจ ื”ื•ื™ืคื˜ ึพ ืžืื ืฉืืคื˜ , ืฐื ืก ื”ื ื˜ ื’ืขืคืœืื  ื˜ ืฆ ื• ืฉืจืฒื‘ ืŸ ื“ ื™ ื‘ืจื™ืง , ืืคื™ืœ ื• ื ื ืš ื ื™ืฉ ื˜ ืื ื’ืขื”ื•ื™ื‘ ืŸ ืืจื‘ืขื˜ . ื–ื™ื™ ื–ืขื ืขืŸ ื ืึธืš ื˜ืจื™ื™ื ื’ ืฆื• ืฉื˜ืขืœืŸ ืึท ื”ื™ื’ืข ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืกื•ื•ื™ื•ื•ืข ืคึฟืึทืจ ืกืึธืœื™ื“ื™ื˜ื™.

ื‘ืึทื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ืจืขื–ื•ืœื˜ืื˜ืŸ ืคื•ืŸ ื“ืขื ื”ืึทืงืงืึทื˜ื”ืึธืŸ ืื•ืŸ ื“ื™ ืจื™ื–ื™ืง ื ื•ืžืขืจ ืคื•ืŸ ื‘ืึทื ื™ืฆืขืจ ืฉื˜ื•ื“ื™ื•ื ื•ื•ืึธืก ื–ืขื ืขืŸ ื ืื›ื’ืขื’ืื ื’ืขืŸ ืขืก, ืžื™ืจ ืื™ื™ื ื’ืขื–ืขืŸ ืึทื– ื“ื™ ื‘ื™ื’ืึทืกื˜ ืคึผืจืึธื‘ืœืขื ืžื™ื˜ ื‘ืœืึทืงื›ื™ื™ืึทื ื– ืื™ื– ื ื™ืฉื˜ ื–ื™ื™ืขืจ ื’ื™ื›ืงื™ื™ึทื˜. ื“ื™ ื‘ื™ื’ืึทืกื˜ ืคึผืจืึธื‘ืœืขื ืื™ื– ืึทื– ื‘ืœืึธืงื˜ืฉื™ื™ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื–ืขื ืขืŸ ื™ื ืงืจืขื“ืึทื‘ืœื™ ืฉื•ื•ืขืจ ืฆื• ืฉืจื™ื™ึทื‘ืŸ ืื•ืŸ ืืคื™ืœื• ืžืขืจ ืฉื•ื•ืขืจ ืฆื• ื ื•ืฆืŸ ืคึฟืึทืจ ืกื•ืฃ ื™ื•ื–ืขืจื–. ืื•ื ื“ื–ืขืจ ืคืึธืงื•ืก ื™ืงืกืคึผืึทื ื“ื™ื“ ืื™ืŸ 2019, ืžื™ืจ ื’ืขื‘ืจืื›ื˜ ืžืขื ื˜ืฉืŸ ื•ื•ืึธืก ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื‘ืึทื ื™ืฆืขืจ ื“ืขืจืคืึทืจื•ื ื’, ืคืืจื–ืืžืœื˜ ืึท ืžืึทื ืฉืึทืคึฟื˜ ื•ื•ืขืžืขื ืก ืคืึธืงื•ืก ืื™ื– ืื•ื™ืกืฉืœื™ืกืœืขืš ื“ืขื•ื•ืขืœืึธืคึผืขืจ ื“ืขืจืคืึทืจื•ื ื’, ืื•ืŸ ื’ืขืžืื›ื˜ ื“ื™ ื”ื•ื™ืคึผื˜ ืคืึธืงื•ืก ืคื•ืŸ ืงืึทื ื•ื•ื™ื ื™ืึทื ืก ืคึฟืึทืจ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืื•ืŸ ื™ื•ื–ืขืจื–.

ื‘ื ื™ืŸ ื“ืขืจืงืขื ื•ื ื’

ืžื™ื˜ ื’ืขื ื•ื’ ื’ืขืœื˜ ืื™ืŸ ื“ืขืจ ื‘ืึทื ืง ืฆื• ื ื™ืฉื˜ ื–ืึธืจื’ ื•ื•ืขื’ืŸ ื“ืขืจ ื•ื•ื™ื™ึทื˜ืขืจ ืงื™ื™ึทืœืขื›ื™ืง ื ืึธืš, ืื•ืŸ ืึท ืฉื˜ืึทืจืง ืžืึทื ืฉืึทืคึฟื˜ ืฉืจื™ื™ื‘ืŸ ืงืึธื“ ืื•ืŸ ืืจื‘ืขื˜ืŸ ืื•ื™ืฃ ื“ื™ ืคึผืœืึทืŸ, ืขืก ืื™ื– ืื™ืฆื˜ ืฆื™ื™ื˜ ืฆื• ืึทืจื‘ืขื˜ืŸ ืื•ื™ืฃ ื“ืขืจืงืขื ื•ื ื’.

ืžื™ืจ ื–ืขื ืขืŸ ื ืึธืจ ืกื˜ืึทืจื˜ื™ื ื’ ืื•ื™ืก, ืื•ืŸ ืื•ื ื“ื–ืขืจ ืงืึธืžืคึผืขื˜ื™ื˜ืึธืจืก ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ื’ืจื•ื™ืก ืคืึธื›ืขืจ ื‘ืึทืกืขืก. ืื™ื– ืขืก ืึท ื•ื•ืขื’ ืฆื• ืขืคืขืก ื“ืขืจื’ืจื™ื™ื›ืŸ ื“ื™ ืคืึธื›ืขืจ ื‘ืึทืกืขืก ืึทื–ื•ื™ ืึทื– ืึทืœืขืžืขืŸ ื‘ืขื ืขืคื™ืฅ? ืžื™ืจ ื–ืขื ืขืŸ ื’ืขื–ืขืกืŸ ืื™ืŸ ืึท ืงืœื™ื™ืŸ ื’ืจื•ืคึผืข ืื™ืŸ ื“ื™ ืจื•ื™ื˜ ื“ืึธืจ ืงืึทื•ื•ืข ืงืจืึธื ืื™ืŸ ืกืึทืŸ ืคึฟืจืึทื ืกื™ืกืงืึธ ืื™ื™ืŸ ืžืึธืจื’ืŸ ื•ื•ืขืŸ ืึท ืคืขื ืึธืžืขื ืึทืœ ื’ืขื“ืึทื ืง ืื™ื– ื’ืขืงื•ืžืขืŸ ืฆื• ืžื™ื™ื ื•ื ื’. ืื™ืŸ ืึท ื•ื•ืขืœื˜ ื•ื•ื• ื“ืึทื–ืึทื ื– ืคื•ืŸ ืคึผืจืึธื˜ืึธืงืึธืœืก ืงืึธื ืงื•ืจื™ืจืŸ ืฆื• ื–ื™ื™ืŸ ื“ืขืจ ื•ื•ื™ื™ึทื˜ืขืจ ื’ืจื•ื™ืก ื–ืึทืš, ืžืขื ื˜ืฉืŸ ื˜ืึทืงืข ื”ืึธื‘ืŸ ืงื™ื™ืŸ ืžืงื•ืจ ืคื•ืŸ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื•ื•ืขื’ืŸ ื“ื™ ืคึผืจืึธื˜ืึธืงืึธืœืก ืื ื“ืขืจืข ื•ื•ื™ ื–ื™ื™ืขืจ ืื™ื™ื’ืขื ืข ืคึฟืึทืจืงื•ื™ืฃ ืžืึทื˜ืขืจื™ืึทืœืก. ืขืก ื•ื•ืึธืœื˜ ื–ื™ื™ืŸ ื’ืจื•ื™ืก ืื•ื™ื‘ ืขืžืขืฆืขืจ ืงืœื•ื’ ื’ืขื ื•ื’ ื•ื•ืึธืœื˜ ืฉื˜ื™ื™ืŸ ืžื™ื˜ ื“ื™ ืจื™ืกืขืจื˜ืฉืขืจื– ืื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืคื•ืŸ ืึทื–ืึท ืคึผืจืึธื˜ืึธืงืึธืœืก ืื™ืŸ ืคืจืึธื ื˜ ืคื•ืŸ ื“ื™ ื‘ืจืขื˜ ืื•ืŸ ื–ื™ื™ ืึธืคึผืคืึทืœ. ื“ื™ ื•ื•ื™ื“ื™ืืก ื–ืขื ืขืŸ ื’ื•ื˜ ืคึฟืึทืจ ืึทืœืขืžืขืŸ. ืคึฟืึทืจ ื–ื™ื™ (ืื•ื™ื‘ ื–ื™ื™ ื˜ืึธืŸ ื ื™ื˜ ื‘ืึทืงื•ืžืขืŸ ื˜ืึธืจืŸ ื‘ืึทื–ื•ื ื“ืขืจ) ื•ื•ื™ื™ึทืœ ื–ื™ื™ืขืจ ืงื”ืœ ืงืขื ืขืŸ ื–ืขืŸ ืึทื– ื–ื™ื™ืขืจ ืคึผืœืึทืŸ ืื™ื– ื ื™ืฉื˜ ื’ืจืึธื–. ืคึฟืึทืจ ืื•ื ื“ื–, ื“ืึธืก ืื™ื– ืึท ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืฆื• ื–ื™ื™ืŸ ื‘ืืžืขืจืงื˜ ื“ื•ืจืš ื–ื™ื™ืขืจ ืงื”ืœ, ืื•ืŸ ืื•ื™ืš ืึท ื’ืขืœืขื’ื ื”ื™ื™ื˜ ืฆื• ืœืขืจื ืขืŸ ื’ื•ื˜ืข ื’ืขื“ืื ืงืขืŸ. ื›ึผืžืขื˜ ืึทืœืข ืคึผืจืึธื˜ืึธืงืึธืœืก, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ NEAR, ื–ืขื ืขืŸ ืืคืŸ ื“ืขื•ื•ืขืœืึธืคึผืขื“, ืึทื–ื•ื™ ื“ื™ ื’ืขื“ืื ืงืขืŸ ืื•ืŸ ืงืึธื“ ื•ื•ื™ ืึท ื’ืึทื ืฅ ื–ืขื ืขืŸ ื ื™ืฉื˜ ืคืึทืจื‘ืึธืจื’ืŸ, ืึธื‘ืขืจ ื“ื™ ื’ืขื“ืื ืงืขืŸ ืงืขื ืขืŸ ืžืืœ ื–ื™ื™ืŸ ืฉื•ื•ืขืจ ืฆื• ื’ืขืคึฟื™ื ืขืŸ. ืื™ืจ ืงืขื ืขืŸ ืœืขืจื ืขืŸ ืึท ืคึผืœืึทืฅ ืื™ืŸ ืื™ื™ืŸ ืฉืขื” ืื™ืŸ ืคืจืึธื ื˜ ืคื•ืŸ ืึท ื‘ืจืขื˜ ืžื™ื˜ ืึท ืงืœื•ื’ ืžืขื ื˜ืฉ.

ื“ืขืจ ื˜ืึธืœ ื”ืึธื˜ ื–ื™ืš ื•ื•ื™ื“ืขืจ ื‘ืึทื•ื•ื™ื–ืŸ ืฆื• ื ื•ืฆืŸ. NEAR ืื™ื– ื•ื•ื™ื™ึทื˜ ืคื•ืŸ ื“ืขืจ ื‘ืœื•ื™ื– ืคึผืจืึธื˜ืึธืงืึธืœ ื•ื•ืึธืก ื”ืื˜ ืึทืŸ ืึธืคื™ืก ืื™ืŸ ื“ื™ ื ืึธืจื“ืขืจืŸ ืคืœื™ื˜, ืื•ืŸ ื“ืขืจ ื’ืขื“ืึทื ืง ืคื•ืŸ ืจืขืงืึธืจื“ื™ื ื’ ืึทื–ืึท ื•ื•ื™ื“ื™ืืก ืื™ื– ื’ืขื•ื•ืขืŸ ื‘ืื’ืขื’ื ื˜ ืžื™ื˜ ื’ืจื•ื™ืก ืขื ื˜ื•ื–ื™ืึทื–ื ื“ื•ืจืš ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืคื•ืŸ ืื ื“ืขืจืข ืคึผืจืึธื˜ืึธืงืึธืœืก. ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขืฉื•ื•ื™ื ื“ ืฉื˜ืขืœืŸ ื“ื™ ืขืจืฉื˜ืข ืžื™ื˜ื™ื ื’ื– ืื•ื™ืฃ ื“ื™ ืงืึทืœืขื ื“ืึทืจ ืฆื• ืจืขืงืึธืจื“ื™ืจืŸ ื•ื•ื™ื“ื™ืืก ืžื™ื˜ ื“ื™ ื’ื™ื™ื– ื•ื•ืึธืก ื–ืขื ืขืŸ ืื•ื™ืš ื’ืขืึธื’ืจืึทืคื™ืงืึทืœืœื™ ืื™ืŸ ื“ื™ ื ืึธืจื“ืขืจืŸ ืคืœื™ื˜, ืื•ืŸ ืคึฟืึทืจ ื”ื™ื™ึทื ื˜ ืึทื–ืึท ื•ื•ื™ื“ื™ืืก ืฉื•ื™ืŸ ื›ึผืžืขื˜ ืคืขืจืฆื™ืง.

ืื™ืŸ ื“ื™ ื ืื›ื’ืขื’ืื ื’ืขืŸ ื—ื“ืฉื™ื, ืžื™ืจ ื‘ืื’ืขื’ื ื˜ ืงืึทื•ื ื˜ืœืึทืก ืžืขื ื˜ืฉืŸ ื‘ื™ื™ ืงืึทื ืคืจืึทื ืกืึทื– ื•ื•ืึธืก ืขืจืฉื˜ืขืจ ื’ืขืœืขืจื ื˜ ื•ื•ืขื’ืŸ NEAR ืคึฟื•ืŸ ื“ื™ ื•ื•ื™ื“ื™ืืก, ืื•ืŸ ืœืคึผื—ื•ืช ืฆื•ื•ื™ื™ ืคื•ืŸ ื“ื™ NEAR ืคึผืœืึทืŸ ืกืึทืœื•ืฉืึทื ื– ื’ืขืงื•ืžืขืŸ ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜ ืคื•ืŸ ืึทื“ืึทืคึผื˜ื™ื ื’ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ื•ื•ื™ื“ื™ืืก, ืึทื–ื•ื™ ื“ืขืจ ื’ืขื“ืึทื ืง ื’ืขืืจื‘ืขื˜ ื’ืจื•ื™ืก ื•ื•ื™ ืึท ืคึฟืึทืจืงื•ื™ืฃ ืคึผืœืึทื ืขื•ื•ืขืŸ ืื•ืŸ ื•ื•ื™ ืึท ื’ืขืœืขื’ื ื”ื™ื™ื˜ ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ืœืขืฆื˜ืข ื‘ืจื™ื™ืงื˜ืจื•ื– ืื™ืŸ ื“ื™ ืื™ื ื“ื•ืกื˜ืจื™ืข ื•ื•ื™ ื’ืขืฉื•ื•ื™ื ื“ ื•ื•ื™ ืžืขื’ืœืขืš.

ื•ื•ื™ื™ื˜ืขืจ ื“ืขืจืฆื™ื™ืœื•ื ื’

ื“ื™ ืžืึทื ืฉืึทืคึฟื˜ ืื™ื– ื’ืจืึธื•ื™ื ื’, ืื•ืŸ ื“ื™ ืžืขืจืกื˜ ื•ื•ื™ื›ื˜ื™ืง ื–ืึทืš ืื™ืŸ ื“ืขื ืœืขื‘ืŸ ืคื•ืŸ ืึท ืกื˜ืึทืจื˜ืึทืคึผ ืื™ื– ืฆื• ื”ืึธื‘ืŸ ื’ืขื ื•ื’ ืคื™ื™ื ืึทื ืกื™ื– ืฆื• ืฉื˜ื™ืฆืŸ ื•ื•ื•ึผืงืก. ื“ื™ ื“ืจื™ื˜ืข ื’ืขืœื˜-ื–ืืžืœื•ื ื’ ื”ืื˜ ื–ื™ืš ืื•ื™ืš ื ื™ืฉื˜ ื’ืœื™ื™ืš ืื ื’ืขื”ื•ื™ื‘ืŸ ืžื™ื˜ ื”ืฆืœื—ื”, ืžื™ืจ ื”ืื‘ืŸ ื‘ืืงื•ืžืขืŸ ืขื˜ืœื™ื›ืข ื ื™ื™ืŸ, ืื‘ืขืจ ืื™ื™ืŸ ื™ื ื”ืื˜ ื ืื›ืืžืืœ ืืœืขืก ืื™ื‘ืขืจื’ืขืงืขืจื˜, ืื•ืŸ ืžื™ืจ ื”ืื‘ืŸ ืขืก ืฉื ืขืœ ืคืืจืžืื›ื˜. ื“ื™ ืคืขืจื˜ืข ื’ืขืœื˜-ื–ืืžืœื•ื ื’ ืื™ืŸ ืื ื”ื™ื™ื‘ ื“ืขื ื™ืืจ ื”ืื˜ ื–ื™ืš ืื ื’ืขื”ื•ื™ื‘ืŸ ืžื™ื˜ YES ื›ึผืžืขื˜ ืชื™ื›ืฃ, ืžื™ืจ ื‘ืืงื•ืžืขืŸ ืคืึทื ื“ื™ื ื’ ืคื•ืŸ Andreessen Horowitz, ื“ื™ ืฉืคึผื™ืฅ ืคืึธื ื“ ืกื™ื™ ืื™ืŸ ืคึผืจื™ื ืฆื™ืคึผ ืื•ืŸ ืื™ืŸ ื“ื™ ืคืขืœื“ ืคื•ืŸ ื‘ืœืึทืงื›ื™ื™ื•ื•ืึทืŸ, ืื•ืŸ ืžื™ื˜ a16z ื•ื•ื™ ืึท ื™ื ื•ื•ืขืกื˜ืขืจ ื“ื™ ืงื™ื™ึทืœืขื›ื™ืง ืื™ื– ื–ื™ื™ืขืจ ื’ืขืฉื•ื•ื™ื ื“ ื’ืขืฉืœืื’ืŸ. ืื™ืŸ ื“ื™ ืœืขืฆื˜ืข ืงื™ื™ึทืœืขื›ื™ืง ืžื™ืจ ืื•ื™ืคืฉื˜ื™ื™ืŸ $ 21.6 ืžื™ืœื™ืึธืŸ.

ืงืึธืจืึธื ืึทื•ื•ื™ืจื•ืก ื”ืื˜ ื’ืขืžืื›ื˜ ื–ื™ื™ืŸ ืื™ื™ื’ืขื ืข ืึทื“ื–ืฉืึทืกื˜ืžืึทื ืฅ ืฆื• ื“ืขื ืคึผืจืึธืฆืขืก. ืฉื•ื™ืŸ ืคืืจ ื“ืขืจ ืคืื ืขืžื™ืข ื”ืื‘ืŸ ืžื™ืจ ืื ื’ืขื”ื•ื™ื‘ืŸ ืจื™ืžืื›ื˜ ืื ื ืขืžืขืŸ ืžืขื ื˜ืฉืŸ, ืื•ืŸ ื•ื•ืขืŸ ืžืขืŸ ื”ืื˜ ื‘ืืฉืœืืกืŸ ืฆื• ืคืืจืžืื›ืŸ ื“ืขื ื”ื•ื™ืคื˜ืงื•ื•ืืจื˜ื™ืจ ืื™ืŸ ืžืขืจืฅ, ืฆื•ื•ื™ื™ ื•ื•ืื›ืŸ ืคืืจ ื“ื™ ืืคื™ืฆื™ืขืœืข ืคืืจืฉืคืืจื˜ืข ื”ืื‘ืŸ ื–ื™ืš ืื ื’ืขื”ื•ื™ื‘ืŸ, ื”ืื‘ืŸ ืžื™ืจ ืื™ื ื’ืื ืฆืŸ ืื•ื™ืคื’ืขื”ืขืจื˜ ืฆื• ื’ืขื‘ืŸ ื‘ื™ืœื›ืขืจืงื™ื™ื˜ ืคืืจ ืœืืงืืœืข ืงืื ื“ื™ื“ืื˜ืŸ, ืื•ืŸ ื”ื™ื™ื ื˜ ืื™ื– NEAR ื ื’ืจื•ื™ืกืข ืคืืจืฉืคืจื™ื™ื˜ืข ืคื™ืจืžืข.

ืื™ืŸ ืืคืจื™ืœ ืคื•ืŸ ื“ืขื ื™ืึธืจ, ืžื™ืจ ืื ื’ืขื”ื•ื™ื‘ืŸ ื“ืขื ืงืึทื˜ืขืจ ืคึผืจืึธืฆืขืก. ื‘ื™ื– ืกืขืคื˜ืขืžื‘ืขืจ, ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขืฉื˜ื™ืฆื˜ ืึทืœืข ื“ื™ ื ืึธื•ื“ื– ื–ื™ืš, ืื•ืŸ ื“ืขืจ ืคึผืจืึธื˜ืึธืงืึธืœ ืึทืคึผืขืจื™ื™ื˜ืึทื“ ืื™ืŸ ืึท ืกืขื ื˜ืจืึทืœื™ื™ื–ื“ ืคึฟืึธืจืžืึทื˜. ืื™ืฆื˜ ื•ื•ืขืจืŸ ื“ื™ ื ืึธื•ื“ื– ื‘ื™ืกืœืขื›ื•ื•ื™ื™ึทื– ืจื™ืคึผืœื™ื™ืกื˜ ื“ื•ืจืš ื ืึธื•ื“ื– ืคื•ืŸ ื“ื™ ืงื”ื™ืœื”, ืื•ืŸ ืื•ื™ืฃ 24 ืกืขืคื˜ืขืžื‘ืขืจ ื•ื•ืขืœืŸ ืžื™ืจ ืคืึทืจืœืขืฉืŸ ืึทืœืข ืื•ื ื“ื–ืขืจ ื ืึธื•ื“ื–, ื•ื•ืึธืก ื•ื•ืขื˜ ืคืืงื˜ื™ืฉ ื–ื™ื™ืŸ ื“ืขืจ ื˜ืึธื’ ื•ื•ืขืŸ NEAR ื’ื™ื™ื˜ ืคืจื™ื™ ืื•ืŸ ืžื™ืจ ืคืึทืจืœื™ืจืŸ ืงื™ื™ืŸ ืงืึธื ื˜ืจืึธืœ ืื™ื‘ืขืจ ืื™ื.

ื“ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ื˜ื•ื˜ ื ื™ืฉื˜ ืกื•ืฃ ื“ืึธืจื˜. ื“ืขืจ ืคึผืจืึธื˜ืึธืงืึธืœ ื”ืื˜ ืึท ื’ืขื‘ื•ื™ื˜-ืื™ืŸ ืžื™ื’ืจืึทื˜ื™ืึธืŸ ืžืขืงืึทื ื™ื–ืึทื ืฆื• ื ื™ื™ึทืข ื•ื•ืขืจืกื™ืขืก, ืื•ืŸ ืขืก ืื™ื– ื ืึธืš ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืึทืจื‘ืขื˜ ืคืึธืจื•ื™ืก.

ืื™ืŸ ืžืกืงื ื

ื“ืึธืก ืื™ื– ื“ืขืจ ืขืจืฉื˜ืขืจ ืคึผืึธืกื˜ืŸ ืื•ื™ืฃ ื“ื™ NEAR ืคึฟื™ืจืžืข ื‘ืœืึธื’. ืื™ืŸ ื“ื™ ืงื•ืžืขื ื“ื™ืงืข ื—ื“ืฉื™ื, ืื™ืš ื•ื•ืขืœ ื–ืึธื’ืŸ ืื™ืจ ื•ื•ื™ NEAR ืึทืจื‘ืขื˜, ื•ื•ืึธืก ื“ื™ ื•ื•ืขืœื˜ ืื™ื– ื‘ืขืกืขืจ ืžื™ื˜ ืึท ื’ื•ื˜ ื‘ืึทืงื•ื•ืขื ื‘ืœืึทืงื›ื™ื™ื•ื•ืึทืŸ ืคึผืจืึธื˜ืึธืงืึธืœ ื•ื•ื™ ืึธืŸ ืขืก, ืื•ืŸ ื•ื•ืึธืก ื˜ืฉื™ืงืึทื•ื•ืข ืึทืœื’ืขืจื™ื“ืึทืžื– ืื•ืŸ ืคึผืจืึธื‘ืœืขืžืก ืžื™ืจ ืกืึทืœื•ื•ื“ ื‘ืขืฉืึทืก ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’: ืฉืึทืจื“ื™ื ื’, ื˜ืจืึทืค ื ื•ืžืขืจ ื“ื•ืจ, ืงืึธื ืกืขื ืกื•ืก ืึทืœื’ืขืจื™ื“ืึทืžื–, ื‘ืจื™ืงืŸ ืžื™ื˜ ืื ื“ืขืจืข ืงื™ื™ื˜ืŸ, ืึทื–ื•ื™ ื’ืขืจื•ืคืขื ืข ืฉื™ื›ื˜ืข 2 ืคึผืจืึธื˜ืึธืงืึธืœืก ืื•ืŸ ืคื™ืœ ืžืขืจ. ืžื™ืจ ื”ืึธื‘ืŸ ืฆื•ื’ืขื’ืจื™ื™ื˜ ืึท ื’ื•ื˜ ืงืึธืžื‘ื™ื ืึทืฆื™ืข ืคื•ืŸ โ€‹โ€‹ืคืึธืœืงืก ื•ื•ื™ืกื ืฉืึทืคึฟื˜ ืื•ืŸ ืื™ืŸ-ื˜ื™ืคืงื™ื™ึทื˜ ื˜ืขื›ื ื™ืฉ ืึทืจื˜ื™ืงืœืขืŸ.

ื ืงืœื™ื™ืŸ ืจืฉื™ืžื” ืคื•ืŸ ืจืขืกื•ืจืกืŸ ืคึฟืึทืจ ื“ื™ ื•ื•ืืก ื•ื•ื™ืœืŸ ืฆื• ื’ืจืึธื‘ืŸ ื“ื™ืคึผืขืจ ืื™ืฆื˜:

1. ืื™ืจ ืงืขื ืขืŸ ื–ืขืŸ ื•ื•ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคึฟืึทืจ NEAR ืงื•ืงื˜ ื•ื•ื™ ืื•ืŸ ืขืงืกืคึผืขืจื™ืžืขื ื˜ ืื™ืŸ ื“ื™ ืึธื ืœื™ื™ืŸ IDE ื“ืึธ.

2. ื“ื™ ืคึผืจืึธื˜ืึธืงืึธืœ ืงืึธื“ ืื™ื– ืึธืคืŸ, ืื™ืจ ืงืขื ืขืŸ ืงืœื™ื™ึทื‘ืŸ ืขืก ืžื™ื˜ ืึท ืกืคึผืึทื˜ืฉื•ืœืึท ื“ืึธ.

3. ืื•ื™ื‘ ืื™ืจ ื•ื•ื™ืœืŸ ืฆื• ืงืึทื˜ืขืจ ื“ื™ื™ืŸ ืื™ื™ื’ืŸ ื ืึธื“ืข ืื•ื™ืฃ ื“ื™ ื ืขืฅ ืื•ืŸ ื”ืขืœืคืŸ ื–ื™ื™ึทืŸ ื“ื™ืกืขื ื˜ืจืึทืœื™ื–ื™ื™ืฉืึทืŸ, ืื™ืจ ืงืขื ืขืŸ ืคืึทืจื‘ื™ื ื“ืŸ ื“ื™ ืคึผืจืึธื’ืจืึทื ืฉืคึผื™ืœ ืžืœื—ืžื•ืช. ืขืก ืื™ื– ืึท ืจื•ืกื™ืฉ ื’ืขืจืขื“ื˜ ื˜ืขืœืขื’ืจืึทื ืงื”ืœ, ื•ื•ื• ืžืขื ื˜ืฉืŸ ื”ืึธื‘ืŸ ื“ื•ืจื›ื’ืขื’ืื ื’ืขืŸ ื“ืขื ืคึผืจืึธื’ืจืึทื ืื•ืŸ ืœื•ื™ืคืŸ ื ืึธื•ื“ื– ืื•ืŸ ืงืขื ืขืŸ ื”ืขืœืคืŸ ืžื™ื˜ ื“ืขื ืคึผืจืึธืฆืขืก.

4. ื‘ืจื™ื™ื˜ ื“ืึทืงื™ื•ืžืขื ื˜ื™ื™ืฉืึทืŸ ืคึฟืึทืจ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืื™ืŸ ืขื ื’ืœื™ืฉ ืื™ื– ื‘ื ื™ืžืฆื ื“ืึธ.

5. ืื™ืจ ืงืขื ืขืŸ ื ืึธื›ื’ื™ื™ืŸ ืึทืœืข ื“ื™ ื ื™ื™ึทืขืก ืื™ืŸ ืจื•ืกื™ืฉ ืื™ืŸ ื“ื™ ืฉื•ื™ืŸ ื“ืขืจืžืื ื˜ ื˜ืขืœืขื’ืจืึทื ื’ืจื•ืคึผืขืื•ืŸ ื’ืจื•ืคึผืข ืื•ื™ืฃ ื•ื•ืงืึธื ื˜ืึทืงื˜ืข

ืฆื•ื ืกื•ืฃ, ื“ืขื ื˜ืึธื’ ืื™ื™ื“ืขืจ ื ืขื›ื˜ืŸ ืžื™ืจ ืœืึธื ื˜ืฉื˜ ืึทืŸ ืึธื ืœื™ื™ืŸ ื›ืึทืงืึทื˜ื”ืึธืŸ ืžื™ื˜ ืึท ืคืจื™ื™ื– ืคืึธื ื“ ืคื•ืŸ $ 50K, ื•ื•ื• ืขืก ืื™ื– ืคืืจื’ืขืœื™ื™ื’ื˜ ืฆื• ืฉืจื™ื™ึทื‘ืŸ ื˜ืฉื™ืงืึทื•ื•ืข ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ื•ื•ืึธืก ื ื•ืฆืŸ ื“ื™ ื‘ืจื™ืง ืฆื•ื•ื™ืฉืŸ NEAR ืื•ืŸ Ethereum. ืžืขืจ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข (ืื™ืŸ ืขื ื’ืœื™ืฉ) ื“ืึธ.

ื–ืขืŸ ืื™ืจ ื‘ืึทืœื“!

ืžืงื•ืจ: www.habr.com

ืงื•ื™ืคืŸ ืคืึทืจืœืึธื–ืœืขืš ื”ืึธืกื˜ื™ื ื’ ืคึฟืึทืจ ื–ื™ื™ื˜ืœืขืš ืžื™ื˜ DDoS ืฉื•ืฅ, VPS VDS ืกืขืจื•ื•ืขืจืก ๐Ÿ”ฅ ืงื•ื™ืคื˜ ืคืึทืจืœืขืกืœืขื›ืข ื•ื•ืขื‘ื–ื™ื™ื˜ืœ ื”ืึธืกื˜ื™ื ื’ ืžื™ื˜ DDoS ืฉื•ืฅ, VPS VDS ืกืขืจื•ื•ืขืจืก | ProHoster