ื•ื•ืขื’ืŸ ืึทืจื˜ื™ืคื™ืกื™ืึทืœ ื™ื ื˜ืขืœืœื™ื’ืขื ืกืข ืคืึธืจื•ืจื˜ื™ื™ืœ

ื•ื•ืขื’ืŸ ืึทืจื˜ื™ืคื™ืกื™ืึทืœ ื™ื ื˜ืขืœืœื™ื’ืขื ืกืข ืคืึธืจื•ืจื˜ื™ื™ืœ

ื˜ืœ; ื“ืจ:

  • ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืงื•ืงื˜ ืคึฟืึทืจ ืคึผืึทื˜ืขืจื ื– ืื™ืŸ ื“ืึทื˜ืŸ. ืึธื‘ืขืจ ืงื™ื ืกื˜ืœืขืš ืกื™ื™ื›ืœ ืงืขื ืขืŸ ื–ื™ื™ืŸ "ื‘ื™ื™ืึทืกื˜" - ื“ืึธืก ืื™ื–, ื’ืขืคึฟื™ื ืขืŸ ืคึผืึทื˜ืขืจื ื– ื•ื•ืึธืก ื–ืขื ืขืŸ ืคืึทืœืฉ. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืึท ืคืึธื˜ืึธ-ื‘ืื–ื™ืจื˜ ื”ื•ื™ื˜ ืจืึทืง ื“ื™ื˜ืขืงืฉืึทืŸ ืกื™ืกื˜ืขื ืงืขืŸ ื‘ืึทืฆืึธืœืŸ ืกืคึผืขืฆื™ืขืœ ื•ืคืžืขืจืงื–ืึทืžืงื™ื™ื˜ ืฆื• ื‘ื™ืœื“ืขืจ ื’ืขื ื•ืžืขืŸ ืื™ืŸ ืึท ื“ืึธืงื˜ืขืจ ืก ืึธืคื™ืก. ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืงืขืŸ ื ื™ืฉื˜ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ: ื–ื™ื™ึทืŸ ืึทืœื’ืขืจื™ื“ืึทืžื– ื‘ืœื•ื™ื– ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ืคึผืึทื˜ืขืจื ื– ืื™ืŸ ื ื•ืžืขืจืŸ, ืื•ืŸ ืื•ื™ื‘ ื“ื™ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ื ื™ืฉื˜ ืจืขืคึผืจื™ื–ืขื ืึทื˜ื™ื•ื•, ืึทื–ื•ื™ ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ืคื•ืŸ ื–ื™ื™ึทืŸ ืคึผืจืึทืกืขืกื™ื ื’. ืื•ืŸ ืงืึทื˜ืฉื™ื ื’ ืึทื–ืึท ื‘ืึทื’ื– ืงืขื ืขืŸ ื–ื™ื™ืŸ ืฉื•ื•ืขืจ ืจืขื›ื˜ ืฆื• ื“ืขืจ ื–ื™ื™ืขืจ ืžืึทืงืึทื ื™ืงืก ืคื•ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ.
  • ื“ื™ ืžืขืจืกื˜ ืงืœืึธืจ ื•ื•ื™ ื“ืขืจ ื˜ืึธื’ ืื•ืŸ ื“ืึธื ื˜ื™ื ื’ ืคึผืจืึธื‘ืœืขื ื’ืขื’ื ื˜ ืื™ื– ืžืขื ื˜ืฉ ื“ื™ื™ื•ื•ืขืจืกื™ื˜ื™. ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ืกื™ื‘ื•ืช ื•ื•ืึธืก ื“ืึทื˜ืŸ ื•ื•ืขื’ืŸ ืžืขื ื˜ืฉืŸ ืงืขืŸ ืคืึทืจืœื™ืจืŸ ืึทื‘ื“ื–ืฉืขืงื˜ื™ื•ื•ื™ื˜ื™ ืืคื™ืœื• ืื™ืŸ ื“ืขืจ ื–ืึทืžืœื•ื ื’ ื‘ื™ื ืข. ืึธื‘ืขืจ ื˜ืึธืŸ ื ื™ื˜ ื˜ืจืึทื›ื˜ืŸ ืึทื– ื“ืขื ืคึผืจืึธื‘ืœืขื ืึทืคืขืงืฅ ื‘ืœื•ื™ื– ืžืขื ื˜ืฉืŸ: ืคึผื•ื ืงื˜ ื“ื™ ื–ืขืœื‘ืข ืฉื•ื•ืขืจื™ืงื™ื™ื˜ืŸ ืื•ื™ืคืฉื˜ื™ื™ืŸ ื•ื•ืขืŸ ืื™ืจ ืคึผืจื•ื‘ื™ืจืŸ ืฆื• ื“ืขื˜ืขืงื˜ ืึท ืžื‘ื•ืœ ืื™ืŸ ืึท ื•ื•ืขืจื›ืึทื•ืก ืึธื“ืขืจ ืึท ื“ื•ืจื›ืคืึทืœ ื’ืึทื– ื˜ืขืจื‘ื™ื™ืŸ. ืขื˜ืœืขื›ืข ืกื™ืกื˜ืขืžืขืŸ ืงืขืŸ ื–ื™ื™ืŸ ื‘ื™ื™ืึทืกื˜ ืฆื• ื”ื•ื™ื˜ ืงืึธืœื™ืจ, ืื ื“ืขืจืข ื•ื•ืขื˜ ื–ื™ื™ืŸ ื‘ื™ื™ืึทืกื˜ ืฆื• Siemens ืกืขื ืกืึธืจืก.
  • ืึทื–ืึท ืคึผืจืึธื‘ืœืขืžืก ื–ืขื ืขืŸ ื ื™ืฉื˜ ื ื™ื™ึท ืคึฟืึทืจ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ, ืื•ืŸ ื–ื™ื™ ื–ืขื ืขืŸ ื•ื•ื™ื™ึทื˜ ืคื•ืŸ ื™ื™ื ืฆื™ืง ืฆื• ืื™ื. ืคืึทืœืฉ ืึทืกืึทืžืคึผืฉืึทื ื– ื–ืขื ืขืŸ ื’ืขืžืื›ื˜ ืื™ืŸ ืงื™ื™ืŸ ืงืึธืžืคึผืœืขืงืก ืกื˜ืจื•ืงื˜ื•ืจ, ืื•ืŸ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ืึธืก ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื‘ืึทืฉืœื•ืก ืื™ื– ื’ืขืžืื›ื˜ ืื™ื– ืฉื˜ืขื ื“ื™ืง ืฉื•ื•ืขืจ. ืžื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ืงืึทืžื‘ืึทื˜ ื“ืขื ืื™ืŸ ืึท ืคื•ืœืฉื˜ืขื ื“ื™ืง ื•ื•ืขื’: ืฉืึทืคึฟืŸ ืžื›ืฉื™ืจื™ื ืื•ืŸ ืคึผืจืึทืกืขืกืึทื– ืคึฟืึทืจ ื•ื•ืขืจืึทืคืึทืงื™ื™ืฉืึทืŸ - ืื•ืŸ ื“ืขืจืฆื™ืขืŸ ื™ื•ื–ืขืจื– ืึทื–ื•ื™ ืึทื– ื–ื™ื™ ื˜ืึธืŸ ื ื™ื˜ ื‘ืœื™ื™ื ื“ืœื™ ื ืึธื›ืคืึธืœื’ืŸ ืึทื™ ืจืขืงืึทืžืึทื ื“ื™ื™ืฉืึทื ื–. ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ื˜ื•ื˜ ืขื˜ืœืขื›ืข ื˜ื™ื ื’ื– ืคื™ืœ ื‘ืขืกืขืจ ื•ื•ื™ ืžื™ืจ ืงืขื ืขืŸ - ืึธื‘ืขืจ ื”ื™ื ื˜, ืœืžืฉืœ, ื–ืขื ืขืŸ ืคื™ืœ ืžืขืจ ืขืคืขืงื˜ื™ื•ื• ื•ื•ื™ ื™ื•ืžืึทื ื– ืื™ืŸ ื“ื™ื˜ืขืงื˜ื™ื ื’ ื“ืจื•ื’ืก, ื•ื•ืึธืก ืื™ื– ื ื™ืฉื˜ ืึท ืกื™ื‘ื” ืฆื• ื ื•ืฆืŸ ื–ื™ื™ ื•ื•ื™ ืขื“ื•ืช ืื•ืŸ ืžืึทื›ืŸ ืžืฉืคื˜ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื–ื™ื™ืขืจ ืขื“ื•ืช. ืื•ืŸ ื”ื™ื ื˜, ื“ื•ืจืš ื“ืขื ื•ื•ืขื’, ื–ืขื ืขืŸ ืคื™ืœ ืกืžืึทืจื˜ืขืจ ื•ื•ื™ ืงื™ื™ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืกื™ืกื˜ืขื.

ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืื™ื– ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืžืขืจืกื˜ ื•ื•ื™ื›ื˜ื™ืง ืคื•ื ื“ืึทืžืขื ื˜ืึทืœ ื˜ืขื›ื ืึธืœืึธื’ื™ืข ื˜ืจืขื ื“ืก ื”ื™ื™ึทื ื˜. ื“ืึธืก ืื™ื– ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ื•ื•ืขื’ืŸ ื•ื•ืึธืก ื˜ืขื›ื ืึธืœืึธื’ื™ืข ื•ื•ืขื˜ ื˜ื•ื™ืฉืŸ ื“ื™ ื•ื•ืขืœื˜ ืึทืจื•ื ืื•ื ื“ื– ืื™ืŸ ื“ื™ ื•ื•ื™ื™ึทื˜ืขืจ ื™ืึธืจืฆืขื ื“ืœื™ื ื’. ืขื˜ืœืขื›ืข ืึทืกืคึผืขืงืฅ ืคื•ืŸ ื“ื™ ืขื ื“ืขืจื•ื ื’ืขืŸ ื–ืขื ืขืŸ ืกื™ื‘ื” ืคึฟืึทืจ ื“ื™ื™ึทื’ืข. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื“ื™ ืคึผืึธื˜ืขื ืฆื™ืขืœ ืคึผืจืึทืœ ืคื•ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืื•ื™ืฃ ื“ื™ ืึทืจื‘ืขื˜ ืžืึทืจืง, ืึธื“ืขืจ ื–ื™ื™ึทืŸ ื ื•ืฆืŸ ืคึฟืึทืจ ืึทื ืขื˜ื™ืงืึทืœ ืฆื•ื•ืขืงืŸ (ืœืžืฉืœ, ื“ื•ืจืš ืึทื˜ืึธืจืึทื˜ืขืจื™ืึทืŸ ืจืขื–ืฉื™ื). ืขืก ืื™ื– ืืŸ ืื ื“ืขืจ ืคึผืจืึธื‘ืœืขื ื•ื•ืึธืก ื“ืขื ืคึผืึธืกื˜ืŸ ืึทื“ืจืขืกื–: ืงื™ื ืกื˜ืœืขืš ืกื™ื™ื›ืœ ืคืึธืจื•ืจื˜ื™ื™ืœ.

ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ืึทืŸ ื’ืจื™ื ื’ืข ื’ืขืฉื™ื›ื˜ืข.

ื•ื•ืขื’ืŸ ืึทืจื˜ื™ืคื™ืกื™ืึทืœ ื™ื ื˜ืขืœืœื™ื’ืขื ืกืข ืคืึธืจื•ืจื˜ื™ื™ืœ
Google ืก ืึทื™ ืงืขื ืขืŸ ื’ืขืคึฟื™ื ืขืŸ ืงืึทืฅ. ื“ื™ ื ื™ื™ึทืขืก ืคื•ืŸ 2012 ืื™ื– ื’ืขื•ื•ืขืŸ ืขืคึผืขืก ืกืคึผืขืฆื™ืขืœ ื“ืขืžืึธืœื˜.

ื•ื•ืึธืก ืื™ื– "AI ืคืึธืจื•ืจื˜ื™ื™ืœ"?

"ืจื•ื™ ื“ืึทื˜ืŸ" ืื™ื– ื‘ื™ื™ื“ืข ืึทืŸ ืึธืงืกื™ืžืึธืจืึธืŸ ืื•ืŸ ืึท ืฉืœืขื›ื˜ ื’ืขื“ืึทื ืง; ื“ืึทื˜ืŸ ืžื•ื–ืŸ ื–ื™ื™ืŸ ืฆื•ื’ืขื’ืจื™ื™ื˜ ื’ืขื–ื•ื ื˜ ืื•ืŸ ืงืขืจืคืึทืœื™. โ€” ื’ืขืคืจื™ ื‘ื•ืงืขืจ

ืขืจื’ืขืฅ ืื™ื™ื“ืขืจ 2013, ืื™ืŸ ืกื“ืจ ืฆื• ืžืึทื›ืŸ ืึท ืกื™ืกื˜ืขื ืึทื–, ื–ืึธื’ืŸ, ืื ืขืจืงืขื ื˜ ืงืึทืฅ ืื™ืŸ ืคืึธื•ื˜ืึทื’ืจืึทืคืก, ืื™ืจ ื”ืึธื‘ืŸ ืฆื• ื‘ืึทืฉืจื™ื™ึทื‘ืŸ ืœืึทื“ื–ืฉื™ืงืึทืœ ื˜ืจื™ื˜. ื•ื•ื™ ืฆื• ื’ืขืคึฟื™ื ืขืŸ ืขืงืŸ ืื™ืŸ ืึท ื‘ื™ืœื“, ื“ืขืจืงืขื ืขืŸ ืื•ื™ื’ืŸ, ืึทื ืึทืœื™ื™ื– ื˜ืขืงืกื˜ืฉืขืจื– ืคึฟืึทืจ ืคื•ื˜ืขืจ, ืฆื™ื™ืœืŸ ืคึผืึธื–, ืื•ืŸ ืึทื–ื•ื™ ืื•ื™ืฃ. ื“ืขืจื ืึธืš ืฉื˜ืขืœืŸ ืึทืœืข ื“ื™ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ืฆื•ื–ืึทืžืขืŸ ืื•ืŸ ืึทื ื˜ื“ืขืงืŸ ืึทื– ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ื˜ืึทืงืข ืึทืจื‘ืขื˜. ืคื™ืœ ื•ื•ื™ ืึท ืžืึทืงืึทื ื™ืงืึทืœ ืคืขืจื“ - ื˜ืขืึธืจืขื˜ื™ืฉ ืขืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื’ืขืžืื›ื˜, ืึธื‘ืขืจ ืื™ืŸ ืคื™ืจ ืขืก ืื™ื– ืฆื• ืงืึธืžืคึผืœื™ืฆื™ืจื˜ ืฆื• ื‘ืึทืฉืจื™ื™ึทื‘ืŸ. ื“ืขืจ ืกื•ืฃ ืจืขื–ื•ืœื˜ืึทื˜ ืื™ื– ื”ื•ื ื“ืขืจื˜ืขืจ (ืึธื“ืขืจ ืืคื™ืœื• ื˜ื•ื™ื–ื ื˜ืขืจ) ืคื•ืŸ ื”ืึทื ื˜-ื’ืขืฉืจื™ื‘ืŸ ื›ึผืœืœื™ื. ืื•ืŸ ื ื™ืฉื˜ ืึท ืื™ื™ืŸ ืึทืจื‘ืขื˜ ืžืึธื“ืขืœ.

ืžื™ื˜ ื“ื™ ืึทื“ื•ื•ืขื ื˜ ืคื•ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ, ืžื™ืจ ืคืืจืฉื˜ืืคื˜ ื ื™ืฆืŸ "ืžืึทื ื•ืึทืœ" ื›ึผืœืœื™ื ืคึฟืึทืจ ื“ืขืจืงืขื ืขืŸ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ื›ื™ื™ืคืขืฅ. ืึทื ืฉื˜ืึธื˜, ืžื™ืจ ื ืขืžืขืŸ ืึท ื˜ื•ื™ื–ื ื˜ ืกืึทืžืคึผืึทืœื– ืคื•ืŸ "ื“ืขื", X, ืึท ื˜ื•ื™ื–ื ื˜ ืกืึทืžืคึผืึทืœื– ืคื•ืŸ "ืื ื“ืขืจืข", ื™, ืื•ืŸ ื”ืึธื‘ืŸ ื“ื™ ืงืึธืžืคึผื™ื•ื˜ืขืจ ื‘ื•ื™ืขืŸ ืึท ืžืึธื“ืขืœ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื–ื™ื™ืขืจ ืกื˜ืึทื˜ื™ืกื˜ื™ืฉ ืึทื ืึทืœื™ืกื™ืก. ื“ืขืจื ืึธืš ืžื™ืจ ื’ืขื‘ืŸ ื“ืขื ืžืึธื“ืขืœ ืขื˜ืœืขื›ืข ืžื•ืกื˜ืขืจ ื“ืึทื˜ืŸ ืื•ืŸ ืขืก ื“ื™ื˜ืขืจืžืึทื ื– ืžื™ื˜ ืขื˜ืœืขื›ืข ืคึผื™ื ื˜ืœืขื›ืงื™ื™ึทื˜ ืฆื™ ืขืก ืคื™ืฅ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืฉื˜ืขืœื˜. ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ื“ื–ืฉืขื ืขืจื™ื™ืฅ ืึท ืžืึธื“ืขืœ ืคึฟื•ืŸ ื“ืึทื˜ืŸ ืืœื ื•ื•ื™ ืคึฟื•ืŸ ืึท ืžืขื ื˜ืฉ ืฉืจื™ื™ื‘ืŸ ืขืก. ื“ื™ ืจืขื–ื•ืœื˜ืึทื˜ืŸ ื–ืขื ืขืŸ ื™ืžืคึผืจืขืกื™ื•ื•, ืกืคึผืขืฆื™ืขืœ ืื™ืŸ ื“ื™ ืคืขืœื“ ืคื•ืŸ ื‘ื™ืœื“ ืื•ืŸ ืžื•ืกื˜ืขืจ ื“ืขืจืงืขื ื•ื ื’, ืื•ืŸ ื“ืึธืก ืื™ื– ื•ื•ืึธืก ื“ื™ ื’ืื ืฆืข ื˜ืขืง ืื™ื ื“ื•ืกื˜ืจื™ืข ืื™ื– ืื™ืฆื˜ ืžืึธื•ื•ื™ื ื’ ืฆื• ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ (ML).

ืื‘ืขืจ ืขืก ืื™ื– ื ื™ืฉื˜ ืึทื–ื•ื™ ืคึผืฉื•ื˜. ืื™ืŸ ื“ืขืจ ืขืžืขืก ื•ื•ืขืœื˜, ื“ื™ื™ืŸ ื˜ื•ื™ื–ื ื˜ืขืจ ืคื•ืŸ ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ X ืึธื“ืขืจ Y ืึทื ื˜ื”ืึทืœื˜ืŸ ืื•ื™ืš A, B, J, L, O, R, ืื•ืŸ ืืคื™ืœื• ืœ. ื“ื™ ืงืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืŸ ื™ื•ื•ืึทื ืœื™ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜, ืื•ืŸ ืขื˜ืœืขื›ืข ืงืขืŸ ืคึผืึทืกื™ืจืŸ ืึทื–ื•ื™ ืึธืคื˜ ืึทื– ื“ื™ ืกื™ืกื˜ืขื ื•ื•ืขื˜ ื‘ืึทืฆืึธืœืŸ ืžืขืจ. ืื›ื˜ื•ื ื’ ืฆื• ื–ื™ื™ ื•ื•ื™ ืฆื• ืึทื‘ื“ื–ืฉืขืงืฅ ื•ื•ืึธืก ืื™ื ื˜ืขืจืขืกื™ืจืŸ ืื™ืจ.

ื•ื•ืึธืก ื˜ื•ื˜ ื“ืึธืก ืžื™ื™ื ืขืŸ ืื™ืŸ ืคื™ืจ? ืžื™ื™ึทืŸ ื‘ืึทืœื™ื‘ืกื˜ืข ื‘ื™ื™ึทืฉืคึผื™ืœ ืื™ื– ื•ื•ืขืŸ ื‘ื™ืœื“ ื“ืขืจืงืขื ื•ื ื’ ืกื™ืกื˜ืขืžืขืŸ ืงื•ืง ืื•ื™ืฃ ืึท ื’ืจืึธื– ื‘ืขืจื’ืœ ืื•ืŸ ื–ืึธื’ืŸ, "ืฉืขืคึผืก". ืก'ืื™ื– ืงืœืืจ ืคืืจื•ื•ืืก: ืจื•ื‘ ื‘ื™ื™ืฉืคื™ืœ ืคืื˜ืื’ืจืืคื™ืขืก ืคื•ืŸ "ืฉืขืคืขืก" ื•ื•ืขืจืŸ ื’ืขื ื•ืžืขืŸ ืื™ืŸ ื“ื™ ืœืื ื“ืก ื•ื•ืื• ื–ื™ื™ ื•ื•ืื•ื™ื ืขืŸ, ืื•ืŸ ืื™ืŸ ื“ื™ ื‘ื™ืœื“ืขืจ ื ืขืžื˜ ื“ื™ ื’ืจืื– ืืกืืš ืžืขืจ ืคืœืืฅ ื•ื•ื™ ื“ื™ ืงืœื™ื™ื ืข ื•ื•ื™ื™ืกืข ืคืœืขื›ืŸ, ืื•ืŸ ื“ืืก ืื™ื– ื“ื™ ื’ืจืื– ื•ื•ืืก ื“ื™ ืกื™ืกื˜ืขื ื”ืืœื˜ ืคืืจ ื•ื•ื™ื›ื˜ื™ื’ืกื˜. .

ืขืก ื–ืขื ืขืŸ ืžืขืจ ืขืจื ืกื˜ ื‘ื™ื™ืฉืคื™ืœืŸ. ืื™ื™ื ืขืจ ืคืจื™ืฉ ืคึผืจื•ื™ืขืงื˜ ืคึฟืึทืจ ื“ื™ื˜ืขืงื˜ื™ื ื’ ื”ื•ื™ื˜ ืจืึทืง ืื™ืŸ ืคืึธื•ื˜ืึทื’ืจืึทืคืก. ืขืก ืคืืจืงืขืจื˜ ืื•ื™ืก ืึทื– ื“ืขืจืžืึทื˜ืึทืœืึทื“ื–ืฉื™ืก ืึธืคื˜ ืคืึธื˜ืึธื’ืจืึทืคื™ืข ื“ื™ ื•ื•ื™ืจืข ืฆื•ื–ืืžืขืŸ ืžื™ื˜ ื“ื™ ืžืึทื ืึทืคืขืกื˜ื™ื™ืฉืึทื ื– ืคื•ืŸ ื”ื•ื™ื˜ ืจืึทืง ืฆื• ืจืขืงืึธืจื“ื™ืจืŸ ื“ื™ ื’ืจื™ื™ืก ืคื•ืŸ ื“ื™ ืคืึธืจืžื™ื™ืฉืึทื ื–. ืขืก ื–ืขื ืขืŸ ืงื™ื™ืŸ ืฉืจื™ื ืื™ืŸ ื“ื™ ื‘ื™ื™ึทืฉืคึผื™ืœ ืคืึธื•ื˜ืึทื’ืจืึทืคืก ืคื•ืŸ ื’ืขื–ื•ื ื˜ ื”ื•ื™ื˜. ืคึฟืึทืจ ืึทืŸ ืึทื™ ืกื™ืกื˜ืขื, ืึทื–ืึท ืฉืจื™ื (ืžืขืจ ื’ืขื ื•ื™, ื“ื™ ื‘ื™ืœื“ืฆืขืœืŸ ื•ื•ืึธืก ืžื™ืจ ื“ืขืคื™ื ื™ืจืŸ ื•ื•ื™ ืึท "ืœื•ื™ืจ") ื–ืขื ืขืŸ ื’ืขื•ื•ืืจืŸ ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ื“ื™ืคืขืจืึทื ืกื™ื– ืฆื•ื•ื™ืฉืŸ ืฉื˜ืขืœื˜ ืคื•ืŸ ื‘ื™ื™ืฉืคื™ืœืŸ, ืื•ืŸ ืžืืœ ืžืขืจ ื•ื•ื™ื›ื˜ื™ืง ื•ื•ื™ ืึท ืงืœื™ื™ืŸ ื•ื™ืกืฉื™ื˜ ืื•ื™ืฃ ื“ื™ ื”ื•ื™ื˜. ืึทื–ื•ื™ ืึท ืกื™ืกื˜ืขื ื‘ืืฉืืคืŸ ืฆื• ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ื”ื•ื™ื˜ ืจืึทืง ืžืืœ ื“ืขืจืงืขื ื˜ ืฉืจื™ื ืึทื ืฉื˜ืึธื˜.

ื“ืขืจ ืฉืœื™ืกืœ ืคื•ื ื˜ ื“ืึธ ืื™ื– ืึทื– ื“ื™ ืกื™ืกื˜ืขื ื”ืื˜ ืงื™ื™ืŸ ืกืขืžืึทื ื˜ื™ืง ืคืืจืฉื˜ืื ื“ ืคื•ืŸ ื•ื•ืึธืก ืขืก ืื™ื– ืงื•ืงืŸ ื‘ื™ื™ึท. ืžื™ืจ ืงื•ืงืŸ ืื™ืŸ ืึท ืกื›ื•ื ืคื•ืŸ ื‘ื™ืœื“ืฆืขืœืŸ ืื•ืŸ ื–ืขืŸ ืื™ืŸ ื–ื™ื™ ืึท ืฉืขืคึผืก, ื”ื•ื™ื˜ ืึธื“ืขืจ ืฉืจื™ื, ืึธื‘ืขืจ ื“ื™ ืกื™ืกื˜ืขื ืื™ื– ื‘ืœื•ื™ื– ืึท ื ื•ืžืขืจ ืฉื•ืจื”. ื–ื™ ื–ืขื˜ ื ื™ืฉื˜ ืงื™ื™ืŸ ื“ืจื™ื™-ื“ื™ืžืขื ืฉืึทื ืึทืœ ืคึผืœืึทืฅ, ื–ื™ ื–ืขื˜ ื ื™ืฉื˜ ืงื™ื™ืŸ ืึทื‘ื“ื–ืฉืขืงืฅ, ื˜ืขืงืกื˜ืฉืขืจื– ืึธื“ืขืจ ืฉืขืคึผืก. ื–ื™ ืคืฉื•ื˜ ื–ืขื˜ ืคึผืึทื˜ืขืจื ื– ืื™ืŸ ื“ื™ ื“ืึทื˜ืŸ.

ื“ื™ ืฉื•ื•ืขืจื™ืงื™ื™ื˜ ืื™ืŸ ื“ื™ืึทื’ื ืึธืกื™ื ื’ ืึทื–ืึท ืคึผืจืึธื‘ืœืขืžืก ืื™ื– ืึทื– ื“ื™ ื ืขื•ืจืึทืœ ื ืขืฅ (ื“ื™ ืžืึธื“ืขืœ ื“ื–ืฉืขื ืขืจื™ื™ื˜ืึทื“ ื“ื•ืจืš ื“ื™ื™ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืกื™ืกื˜ืขื) ื‘ืืฉื˜ื™ื™ื˜ ืคื•ืŸ ื˜ื•ื™ื–ื ื˜ืขืจ ืคื•ืŸ ื”ื•ื ื“ืขืจื˜ืขืจ ืคื•ืŸ ื˜ื•ื™ื–ื ื˜ืขืจ ืคื•ืŸ ื ืึธื•ื“ื–. ืขืก ืื™ื– ืงื™ื™ืŸ ื’ืจื™ื ื’ ื•ื•ืขื’ ืฆื• ืงื•ืงืŸ ืื™ืŸ ืึท ืžืึธื“ืขืœ ืื•ืŸ ื–ืขืŸ ื•ื•ื™ ืขืก ืžืื›ื˜ ืึท ื‘ืึทืฉืœื•ืก. ื•ื•ื™ื™ืœ ืึทื–ืึท ืึท ื•ื•ืขื’ ื•ื•ืึธืœื˜ ืžื™ื™ื ืขืŸ ืึทื– ื“ืขืจ ืคึผืจืึธืฆืขืก ืื™ื– ืคึผืฉื•ื˜ ื’ืขื ื•ื’ ืฆื• ื‘ืึทืฉืจื™ื™ึทื‘ืŸ ืึทืœืข ื“ื™ ื›ึผืœืœื™ื ืžืึทื ื™ื•ืึทืœื™, ืึธืŸ ื ื™ืฆืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ. ืžืขื ื˜ืฉืŸ ื–ืึธืจื’ ืึทื– ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืื™ื– ื’ืขื•ื•ืืจืŸ ืขืคึผืขืก ืคื•ืŸ ืึท ืฉื•ื•ืึทืจืฅ ืงืขืกื˜ืœ. (ืื™ืš ื•ื•ืขืœ ื“ืขืจืงืœืขืจืŸ ืึท ื‘ื™ืกืœ ืฉืคึผืขื˜ืขืจ ื•ื•ืึธืก ื“ื™ ืคืึทืจื’ืœื™ื™ึทืš ืื™ื– ื ืึธืš ืฆื• ืคื™ืœ.)

ื“ืึธืก, ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ, ืื™ื– ื“ืขืจ ืคึผืจืึธื‘ืœืขื ืคื•ืŸ ืคืึธืจื•ืจื˜ื™ื™ืœ ืื™ืŸ ืงื™ื ืกื˜ืœืขืš ืกื™ื™ื›ืœ ืึธื“ืขืจ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ: ืึท ืกื™ืกื˜ืขื ืคึฟืึทืจ ื“ืขืจื’ื™ื™ื•ื ื’ ืคึผืึทื˜ืขืจื ื– ืื™ืŸ ื“ืึทื˜ืŸ ืงืขืŸ ื’ืขืคึฟื™ื ืขืŸ ื“ื™ ืื•ืžืจืขื›ื˜ ืคึผืึทื˜ืขืจื ื–, ืื•ืŸ ืื™ืจ ืงืขืŸ ื ื™ืฉื˜ ื‘ืึทืžืขืจืงืŸ ืขืก. ื“ืึธืก ืื™ื– ืึท ืคื•ื ื“ืึทืžืขื ื˜ืึทืœ ื›ืึทืจืึทืงื˜ืขืจื™ืกื˜ื™ืฉ ืคื•ืŸ ื“ื™ ื˜ืขื›ื ืึธืœืึธื’ื™ืข, ืื•ืŸ ืขืก ืื™ื– ืงืœืึธืจ ื•ื•ื™ ื“ืขืจ ื˜ืึธื’ ืคึฟืึทืจ ืึทืœืขืžืขืŸ ื•ื•ืืก ืึทืจื‘ืขื˜ ืžื™ื˜ ืื™ื ืื™ืŸ ืึทืงืึทื“ืขืžื™ืข ืื•ืŸ ืื™ืŸ ื’ืจื•ื™ืก ื˜ืขืง ืงืึธืžืคึผืึทื ื™ืขืก. ืึธื‘ืขืจ ื“ื™ ืงืึทื ืกืึทืงื•ื•ืขื ืกืึทื– ื–ืขื ืขืŸ ืงืึธืžืคึผืœืขืงืก, ืื•ืŸ ืึทื–ื•ื™ ื–ืขื ืขืŸ ืื•ื ื“ื–ืขืจ ืžืขื’ืœืขืš ืกืึทืœื•ืฉืึทื ื– ืฆื• ื“ื™ ืงืึทื ืกืึทืงื•ื•ืขื ืกืึทื–.

ื–ืืœ ืก ืจืขื“ืŸ ื•ื•ืขื’ืŸ ื“ื™ ืคืืœื’ืŸ ืขืจืฉื˜ืขืจ.

ื•ื•ืขื’ืŸ ืึทืจื˜ื™ืคื™ืกื™ืึทืœ ื™ื ื˜ืขืœืœื™ื’ืขื ืกืข ืคืึธืจื•ืจื˜ื™ื™ืœ
ืึทื™ ืงืขื ืขืŸ, ื™ืžืคึผืœื™ืกืึทื˜ืœื™ ืคึฟืึทืจ ืื•ื ื“ื–, ืžืึทื›ืŸ ืึท ื‘ืจื™ืจื” ืื™ืŸ ื˜ื•ื™ื•ื•ืข ืคื•ืŸ โ€‹โ€‹ื–ื™ื›ืขืจ ืงืึทื˜ืขื’ืึธืจื™ืขืก ืคื•ืŸ ืžืขื ื˜ืฉืŸ, ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ืึท ื’ืจื•ื™ืก ื ื•ืžืขืจ ืคื•ืŸ ื™ืžืคึผืขืจืกืขืคึผื˜ื™ื‘ืึทืœ ืกื™ื’ื ืึทืœื–

ืึทื™ ืคืึธืจื•ืจื˜ื™ื™ืœ ืกืฆืขื ืึทืจ

ืจื•ื‘ึฟ ื“ืึธืš ืื•ืŸ ืฉืจืขืงืœืขืš, ื“ืขื ืคึผืจืึธื‘ืœืขื ืงืขื ืขืŸ ื‘ืึทืฉื™ื™ึทืžืคึผืขืจืœืขืš ื–ื™ืš ื•ื•ืขืŸ ืขืก ืงื•ืžื˜ ืฆื• ืžืขื ื˜ืฉ ื“ื™ื™ื•ื•ืขืจืกื™ื˜ื™. ืœืขืฆื˜ื ืก ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ืงืœืึทื ื’ืึทื– ืึทืžืึทื–ืึธืŸ ื’ืขืคืจื•ื•ื•ื˜ ืฆื• ื‘ื•ื™ืขืŸ ืึท ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืกื™ืกื˜ืขื ืคึฟืึทืจ ืขืจืฉื˜ ื–ื™ืคึผื•ื ื’ ืคื•ืŸ ืึทืจื‘ืขื˜ ืงืึทื ื“ืึทื“ื™ื™ืฅ. ื–ื™ื ื˜ ืขืก ื–ืขื ืขืŸ ืžืขืจ ืžืขื ื˜ืฉืŸ ืฆื•ื•ื™ืฉืŸ ืึทืžืึทื–ืึธืŸ ื˜ื•ืขืจืก, ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ "ื’ืขืจืึธื˜ืŸ ื”ื™ืจื™ื ื’" ื–ืขื ืขืŸ ืื•ื™ืš ืžืขืจ ืึธืคื˜ ื–ื›ืจ, ืื•ืŸ ืขืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ืžืขืจ ืžืขื ื˜ืฉืŸ ืื™ืŸ ื“ื™ ืกืขืœืขืงืฆื™ืข ืคื•ืŸ โ€‹โ€‹ืจืขื–ืึทืžื™ื™ื– ืกืึทื’ื“ื–ืฉืขืกื˜ื™ื“ ื“ื•ืจืš ื“ื™ ืกื™ืกื˜ืขื. ืึทืžืึทื–ืึธืŸ ื‘ืืžืขืจืงื˜ ื“ืขื ืื•ืŸ ื”ืื˜ ื ื™ืฉื˜ ืžืขืœื“ื•ื ื’ ื“ื™ ืกื™ืกื˜ืขื ืื™ืŸ ืคึผืจืึธื“ื•ืงืฆื™ืข.

ื“ื™ ืžืขืจืกื˜ ื•ื•ื™ื›ื˜ื™ืง ื–ืึทืš ืื™ืŸ ื“ืขื ื‘ื™ื™ึทืฉืคึผื™ืœ ืื™ื– ืึทื– ื“ื™ ืกื™ืกื˜ืขื ืื™ื– ื’ืขื•ื•ืขืŸ ืจื•ืžืขืจื“ ืฆื• ื˜ื•ื™ื•ื•ืข ื–ื›ืจ ืึทืคึผืœื™ืงืึทื ืฅ, ื˜ืจืึธืฅ ื“ืขื ืคืึทืงื˜ ืึทื– ื“ื–ืฉืขื ื“ืขืจ ืื™ื– ื ื™ืฉื˜ ืกืคึผืขืกื™ืคื™ืขื“ ืื•ื™ืฃ ื“ื™ ื ืขืžืขื  ื–ื™ื› ื•ื•ื™ื“ืขืจ. ื“ื™ ืกื™ืกื˜ืขื ื’ืขื–ืขืŸ ืื ื“ืขืจืข ืคึผืึทื˜ืขืจื ื– ืื™ืŸ ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ "ื’ื•ื˜ืข ื›ื™ื™ืขืจื–": ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ืคืจื•ื™ืขืŸ ื–ืืœืŸ ื ื•ืฆืŸ ืกืคึผืขืฆื™ืขืœ ื•ื•ืขืจื˜ืขืจ ืฆื• ื‘ืึทืฉืจื™ื™ึทื‘ืŸ ืึทืงืึทืžืคึผืœื™ืฉืžืึทื ืฅ, ืึธื“ืขืจ ื”ืึธื‘ืŸ ืกืคึผืขืฆื™ืขืœ ื›ืึทื‘ื™ื–. ืคื•ืŸ ืงื•ืจืก, ื“ื™ ืกื™ืกื˜ืขื ื”ืื˜ ื ื™ืฉื˜ ื•ื•ื™ืกืŸ ื•ื•ืึธืก ืื™ื– "ื”ืึธืงื™", ืึธื“ืขืจ ื•ื•ืึธืก ื–ืขื ืขืŸ "ืžืขื ื˜ืฉืŸ", ืึธื“ืขืจ ื•ื•ืึธืก ืื™ื– "ื”ืฆืœื—ื”" - ืขืก ืื™ื– ืคืฉื•ื˜ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืึท ืกื˜ืึทื˜ื™ืกื˜ื™ืฉ ืึทื ืึทืœื™ืกื™ืก ืคื•ืŸ ื“ืขื ื˜ืขืงืกื˜. ืึธื‘ืขืจ ื“ื™ ืžื•ืกื˜ืขืจืŸ ื•ื•ืึธืก ื–ื™ ื”ืึธื˜ ื’ืขื–ืขืŸ ื•ื•ืึธืœื˜ ืจื•ื‘ึฟ ืžืกืชึผืžื ื ื™ืฉื˜ ื‘ืืžืขืจืงื˜ ื“ื•ืจืš ืžืขื ื˜ืฉืŸ, ืื•ืŸ ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹ื–ื™ื™ (ืœืžืฉืœ, ื“ื™ ืคืึทืงื˜ ืึทื– ืžืขื ื˜ืฉืŸ ืคื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ื“ื–ืฉืขื ื“ืขืจื– ื‘ืึทืฉืจื™ื™ึทื‘ืŸ ื”ืฆืœื—ื” ืึทื ื“ืขืจืฉ) ื•ื•ืึธืœื˜ ืžื™ืกื˜ืึธืžืข ื–ื™ื™ืŸ ืฉื•ื•ืขืจ ืคึฟืึทืจ ืื•ื ื“ื– ืฆื• ื–ืขืŸ ืืคื™ืœื• ืื•ื™ื‘ ืžื™ืจ ืงื•ืงืŸ ืื•ื™ืฃ ื–ื™ื™.

ื•ื•ื™ื™ื˜ืขืจ - ืขืจื’ืขืจ. ื ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืกื™ืกื˜ืขื ื•ื•ืึธืก ืื™ื– ื–ื™ื™ืขืจ ื’ื•ื˜ ืื™ืŸ ื“ืขืจื’ื™ื™ื•ื ื’ ืจืึทืง ืื•ื™ืฃ ื‘ืœืึทืก ื”ื•ื™ื˜ ืงืขืŸ ื ื™ืฉื˜ ื“ื•ืจื›ืคื™ืจืŸ ื•ื•ื™ ื’ืขื–ื•ื ื˜ ืื•ื™ืฃ ื˜ื•ื ืงืœ ื”ื•ื™ื˜, ืึธื“ืขืจ ื•ื•ื™ืฆืข ื•ื•ืขืจืกืึท. ื ื™ื˜ ื“ืึทื•ื•ืงืข ื•ื•ื™ื™ึทืœ ืคื•ืŸ ืคืึธืจื•ืจื˜ื™ื™ืœ, ืึธื‘ืขืจ ื•ื•ื™ื™ึทืœ ืื™ืจ ืžื™ืกื˜ืึธืžืข ื“ืึทืจืคึฟืŸ ืฆื• ื‘ื•ื™ืขืŸ ืึท ื‘ืึทื–ื•ื ื“ืขืจ ืžืึธื“ืขืœ ืคึฟืึทืจ ืึท ืึทื ื“ืขืจืฉ ื”ื•ื™ื˜ ืงืึธืœื™ืจ, ื˜ืฉื•ื–ื™ื ื’ ืคืึทืจืฉื™ื“ืขื ืข ืงืขืจืึทืงื˜ืขืจื™ืกื˜ื™ืงืก. ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืกื™ืกื˜ืขืžืขืŸ ื–ืขื ืขืŸ ื ื™ืฉื˜ ื™ื ื˜ืขืจื˜ืฉื™ื™ื ื“ื–ืฉืึทื‘ืึทืœ ืืคื™ืœื• ืื™ืŸ ืึทื–ืึท ืึท ืฉืžืึธืœ ื’ืขื’ื ื˜ ื•ื•ื™ ื‘ื™ืœื“ ื“ืขืจืงืขื ื•ื ื’. ืื™ืจ ื“ืึทืจืคึฟืŸ ืฆื• ื˜ื•ื•ื™ืง ื“ื™ ืกื™ืกื˜ืขื, ืžืืœ ื ืึธืจ ื“ื•ืจืš ืคึผืจืึธืฆืขืก ืื•ืŸ ื˜ืขื•ืช, ืฆื• ื‘ืึทืงื•ืžืขืŸ ืึท ื’ื•ื˜ ืฉืขืคึผืŸ ืื•ื™ืฃ ื“ื™ ืคึฟืขื™ึดืงื™ื™ื˜ืŸ ืื™ืŸ ื“ื™ ื“ืึทื˜ืŸ ืื™ืจ ื–ืขื ื˜ ืื™ื ื˜ืขืจืขืกื™ืจื˜ ืื™ืŸ ื‘ื™ื– ืื™ืจ ื“ืขืจื’ืจื™ื™ื›ืŸ ื“ื™ ืึทืงื™ืขืจืึทืกื™ ืื™ืจ ื•ื•ื™ืœืŸ. ืึธื‘ืขืจ ื•ื•ืึธืก ืื™ืจ ืงืขืŸ ื ื™ืฉื˜ ื‘ืึทืžืขืจืงืŸ ืื™ื– ืึทื– ื“ื™ ืกื™ืกื˜ืขื ืื™ื– ืคึผื™ื ื˜ืœืขืš 98% ืคื•ืŸ ื“ื™ ืฆื™ื™ื˜ ืžื™ื˜ ืื™ื™ืŸ ื’ืจื•ืคึผืข, ืื•ืŸ ื‘ืœื•ื™ื– 91% (ืึทืคึฟื™ืœื• ืžืขืจ ืคึผื™ื ื˜ืœืขืš ื•ื•ื™ ืžืขื ื˜ืฉ ืึทื ืึทืœื™ืกื™ืก) ืžื™ื˜ ื“ื™ ืื ื“ืขืจืข.

ื‘ื™ื– ืื™ืฆื˜ ืื™ืš ื”ืึธื‘ืŸ ื’ืขื ื™ืฆื˜ ื“ืขืจ ื”ื•ื™ืคึผื˜ ื‘ื™ื™ืฉืคื™ืœืŸ ืจื™ืœื™ื™ื˜ื™ื ื’ ืฆื• ืžืขื ื˜ืฉืŸ ืื•ืŸ ื–ื™ื™ืขืจ ืงืขืจืึทืงื˜ืขืจื™ืกื˜ื™ืงืก. ื“ื™ ื“ื™ืกืงื•ืกื™ืข ืึทืจื•ื ื“ืขื ืคึผืจืึธื‘ืœืขื ื“ืขืจ ื”ื•ื™ืคึผื˜ ืคืึธื•ืงื™ืกื™ื– ืื•ื™ืฃ ื“ืขื ื˜ืขืžืข. ืื‘ืขืจ ืขืก ืื™ื– ื•ื•ื™ื›ื˜ื™ืง ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ืึทื– ืคืึธืจื•ืจื˜ื™ื™ืœ ืฆื• ืžืขื ื˜ืฉืŸ ืื™ื– ื‘ืœื•ื™ื– ื˜ื™ื™ืœ ืคื•ืŸ ื“ื™ ืคึผืจืึธื‘ืœืขื. ืžื™ืจ ื•ื•ืขืœืŸ ื ื•ืฆืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืคึฟืึทืจ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ื˜ื™ื ื’ื–, ืื•ืŸ ื“ื™ ืžื•ืกื˜ืขืจื•ื ื’ ื˜ืขื•ืช ื•ื•ืขื˜ ื–ื™ื™ืŸ ื‘ืึทื˜ื™ื™ึทื˜ื™ืง ืคึฟืึทืจ ื–ื™ื™ ืึทืœืข. ืื•ื™ืฃ ื“ื™ ืื ื“ืขืจืข ื”ืึทื ื˜, ืื•ื™ื‘ ืื™ืจ ืึทืจื‘ืขื˜ ืžื™ื˜ ืžืขื ื˜ืฉืŸ, ื“ื™ ืคืึธืจื•ืจื˜ื™ื™ืœ ืื™ืŸ ื“ื™ ื“ืึทื˜ืŸ ืงืขืŸ ื ื™ืฉื˜ ื–ื™ื™ืŸ ืฉื™ื™ึทื›ื•ืช ืฆื• ื–ื™ื™.

ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื“ืขื, ืœืึธื–ืŸ ืื•ื ื“ื– ืฆื•ืจื™ืงืงื•ืžืขืŸ ืฆื• ื“ื™ ื”ื•ื™ื˜ ืจืึทืง ื‘ื™ื™ืฉืคึผื™ืœ ืื•ืŸ ื‘ืึทื˜ืจืึทื›ื˜ืŸ ื“ืจื™ื™ ื›ื™ื™ืคึผืึทื˜ืขื˜ื™ืงืึทืœ ืคึผืึทืกืึทื‘ื™ืœืึทื˜ื™ื– ืคึฟืึทืจ ืกื™ืกื˜ืขื ื“ื•ืจื›ืคืึทืœ.

  1. ื”ืขื˜ืขืจืึธื’ืขื ืขืึธื•ืก ืคืึทืจืฉืคึผืจื™ื™ื˜ื•ื ื’ ืคื•ืŸ ืžืขื ื˜ืฉืŸ: ืึท ืึทื ื‘ืึทืœืึทื ืกื˜ ื ื•ืžืขืจ ืคื•ืŸ ืคืึธื•ื˜ืึทื’ืจืึทืคืก ืคื•ืŸ ืคืึทืจืฉื™ื“ืขื ืข ื”ื•ื™ื˜ ื˜ืึธื ืขืก, ื•ื•ืึธืก ืคื™ืจืŸ ืฆื• ืคืึทืœืฉ ืคึผืึทื–ืึทื˜ื™ื•ื•ื– ืึธื“ืขืจ ืคืึทืœืฉ ื ืขื’ืึทื˜ื™ื•ื•ืขืก ืจืขื›ื˜ ืฆื• ืคึผื™ื’ืžืึทื ื˜ื™ื™ืฉืึทืŸ.
  2. ื“ื™ ื“ืึทื˜ืŸ ืื•ื™ืฃ ื•ื•ืึธืก ื“ื™ ืกื™ืกื˜ืขื ืื™ื– ื˜ืจื™ื™ื ื“ ื›ึผื•ืœืœ ืึท ืึธืคื˜ ื’ืขืฉืขืขื ื™ืฉ ืื•ืŸ ื›ืขื˜ืขืจืึทื“ื–ืฉื™ื ื™ืึทืก ืคืึทืจืฉืคึผืจื™ื™ื˜ื•ื ื’ ืฉื˜ืจื™ืš ื•ื•ืึธืก ืื™ื– ื ื™ืฉื˜ ืคึฟืึทืจื‘ื•ื ื“ืŸ ืžื™ื˜ ืžืขื ื˜ืฉืŸ ืื•ืŸ ื”ืื˜ ืงื™ื™ืŸ ื“ื™ืึทื’ื ืึธืกื˜ื™ืง ื•ื•ืขืจื˜: ืึท ื•ื•ื™ืจืข ืื™ืŸ ืคืึธื•ื˜ืึทื’ืจืึทืคืก ืคื•ืŸ ื”ื•ื™ื˜ ืจืึทืง ืึธื“ืขืจ ื’ืจืึธื– ืื™ืŸ ืคืึธื•ื˜ืึทื’ืจืึทืคืก ืคื•ืŸ ืฉืขืคึผืก. ืื™ืŸ ื“ืขื ืคืึทืœ, ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึทื ื“ืขืจืฉ ืื•ื™ื‘ ื“ื™ ืกื™ืกื˜ืขื ื’ืขืคื™ื ื˜ ื‘ื™ืœื“ืฆืขืœืŸ ืื™ืŸ ื“ื™ ื‘ื™ืœื“ ืคื•ืŸ ืขืคึผืขืก ื•ื•ืึธืก ื“ื™ ืžืขื ื˜ืฉ ืื•ื™ื’ ื™ื™ื“ืขื ืึทืคื™ื™ื“ ื•ื•ื™ ืึท "ืœื•ื™ืจ".
  3. ื“ื™ ื“ืึทื˜ืŸ ื›ึผื•ืœืœ ืึท ื“ืจื™ื˜-ืคึผืึทืจื˜ื™ื™ ื›ืึทืจืึทืงื˜ืขืจื™ืกื˜ื™ืฉ ื•ื•ืึธืก ืึท ืžืขื ื˜ืฉ ืงืขืŸ ื ื™ืฉื˜ ื–ืขืŸ ืืคื™ืœื• ืื•ื™ื‘ ืขืจ ื–ื•ื›ื˜ ืคึฟืึทืจ ืขืก.

ื•ื•ืืก ืžื™ื™ื ื˜ ืขืก? ืžื™ืจ ื•ื•ื™ืกืŸ ืึท ืคึผืจื™ืึธืจื™ ืึทื– ื“ืึทื˜ืŸ ืงืขืŸ ืคืึธืจืฉื˜ืขืœืŸ ืคืึทืจืฉื™ื“ืขื ืข ื’ืจื•ืคึผืขืก ืคื•ืŸ ืžืขื ื˜ืฉืŸ ื“ื™ืคืขืจืขื ื˜ืœื™, ืื•ืŸ ืื™ืŸ ืึท ืžื™ื ื™ืžื•ื ืžื™ืจ ืงืขื ืขืŸ ืคึผืœืึทืŸ ืฆื• ืงื•ืงืŸ ืคึฟืึทืจ ืึทื–ืึท ืื•ื™ืกื ืขืžืขืŸ. ืื™ืŸ ืื ื“ืขืจืข ื•ื•ืขืจื˜ืขืจ, ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ืกื™ื‘ื•ืช ืฆื• ื™ื‘ืขืจื ืขืžืขืŸ ืึทื– ื“ืึทื˜ืŸ ื•ื•ืขื’ืŸ ื’ืจื•ืคึผืขืก ืคื•ืŸ ืžืขื ื˜ืฉืŸ ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืขื˜ืœืขื›ืข ืคืึธืจื•ืจื˜ื™ื™ืœ. ืื•ื™ื‘ ืžื™ืจ ืงื•ืงืŸ ืื™ืŸ ื“ื™ ืคืึธื˜ืึธ ืžื™ื˜ ื“ื™ ื•ื•ื™ืจืข, ืžื™ืจ ื•ื•ืขืœืŸ ื–ืขืŸ ื“ืขื ื•ื•ื™ืจืข - ืžื™ืจ ืคืฉื•ื˜ ืื™ื’ื ืึธืจื™ืจื˜ ืขืก ืคืจื™ืขืจ, ื’ืขื•ื•ืื•ืกื˜ ืึทื– ืขืก ื˜ื•ื˜ ื ื™ืฉื˜ ืขื ื™ืŸ, ืื•ืŸ ืคืึทืจื’ืขืกืŸ ืึทื– ื“ื™ ืกื™ืกื˜ืขื ื˜ื•ื˜ ื ื™ืฉื˜ ื•ื•ื™ืกืŸ ืขืคึผืขืก.

ืึธื‘ืขืจ ื•ื•ืึธืก ืื•ื™ื‘ ืึทืœืข ื“ื™ื™ืŸ ืคืึธื˜ืึธืก ืคื•ืŸ ืึทื ื›ืขืœื˜ื™ ื”ื•ื™ื˜ ื–ืขื ืขืŸ ื’ืขื ื•ืžืขืŸ ืื™ืŸ ืึทืŸ ืึธืคื™ืก ืื•ื ื˜ืขืจ ื™ื ืงืึทื ื“ืขืกืึทื ื˜ ืœื™ื›ื˜, ืื•ืŸ ื“ื™ื™ืŸ ื’ืขื–ื•ื ื˜ ื”ื•ื™ื˜ ืื™ื– ื’ืขื ื•ืžืขืŸ ืื•ื ื˜ืขืจ ืคืœื•ืจืขืกืึทื ื˜ ืœื™ื›ื˜? ื•ื•ืึธืก ืื•ื™ื‘ ืื™ืจ ื”ืึธื˜ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜ ื“ื™ ืึธืคึผืขืจื™ื™ื˜ื™ื ื’ ืกื™ืกื˜ืขื ืื•ื™ืฃ ื“ื™ื™ืŸ ื˜ืขืœืขืคืึธืŸ, ื ืึธืš ืื™ืจ ืคืึทืจื˜ื™ืง ืึท ื’ืขื–ื•ื ื˜ ื”ื•ื™ื˜, ืื™ื™ื“ืขืจ ืื™ืจ ื“ืจื™ื™ืขืŸ ืึทื ื›ืขืœื˜ื™ ื”ื•ื™ื˜, ืื•ืŸ ืขืคึผืœ ืึธื“ืขืจ Google ืึท ื‘ื™ืกืœ ื˜ืฉื™ื™ื ื“ื–ืฉื“ ื“ื™ ืจืึทืฉ ืจืขื“ื•ืงืฆื™ืข ืึทืœื’ืขืจื™ื“ืึทื? ื ืžืขื ื˜ืฉ ืงืขืŸ ื ื™ืฉื˜ ื‘ืึทืžืขืจืงืŸ ื“ืขื, ืงื™ื™ืŸ ืขื ื™ืŸ ื•ื•ื™ ืคื™ืœ ืขืจ ืงื•ืงื˜ ืคึฟืึทืจ ืึทื–ืึท ืคึฟืขื™ึดืงื™ื™ื˜ืŸ. ืึธื‘ืขืจ ื“ื™ ืžืึทืฉื™ืŸ-ื ื•ืฆืŸ ืกื™ืกื˜ืขื ื•ื•ืขื˜ ื’ืœื™ื™ืš ื–ืขืŸ ืื•ืŸ ื ื•ืฆืŸ ื“ืขื. ื–ื™ ืฐืฒืก ื’ืึธืจื ื™ืฉื˜.

ื‘ื™ื– ืื™ืฆื˜ ืžื™ืจ ื”ืึธื‘ืŸ ื’ืขืจืขื“ื˜ ื•ื•ืขื’ืŸ ืคืึทืœืฉ ืงืึธืจืึทืœื™ื™ืฉืึทื ื–, ืึธื‘ืขืจ ืขืก ืงืขืŸ ืื•ื™ืš ื–ื™ื™ืŸ ืึทื– ื“ื™ ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืคึผื™ื ื˜ืœืขืš ืื•ืŸ ื“ื™ ืจืขื–ื•ืœื˜ืึทื˜ืŸ ื–ืขื ืขืŸ ืจื™ื›ื˜ื™ืง, ืึธื‘ืขืจ ืื™ืจ ื˜ืึธืŸ ื ื™ืฉื˜ ื•ื•ืขืœืŸ ืฆื• ื ื•ืฆืŸ ื–ื™ื™ ืคึฟืึทืจ ืขื˜ื™ืฉืข, ืœืขื’ืึทืœ ืึธื“ืขืจ ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’ ืกื™ื‘ื•ืช. ืขื˜ืœืขื›ืข ื“ื–ืฉื•ืจื™ืกื“ื™ืงืฉืึทื ื–, ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื˜ืึธืŸ ื ื™ื˜ ืœืึธื–ืŸ ื•ื•ืึธืžืขืŸ ืฆื• ื‘ืึทืงื•ืžืขืŸ ืึท ืึทืจืึธืคึผืจืขื›ืขื ืขืŸ ืื•ื™ืฃ ื–ื™ื™ืขืจ ืคืึทืจื–ื™ื›ืขืจื•ื ื’, ื›ืึธื˜ืฉ ืคืจื•ื™ืขืŸ ืงืขืŸ ื–ื™ื™ืŸ ื–ื™ื›ืขืจ ื“ืจื™ื•ื•ืขืจืก. ืžื™ืจ ืงืขื ืขืŸ ืœื™ื™ื›ื˜ ื™ืžืึทื“ื–ืฉืึทืŸ ืึท ืกื™ืกื˜ืขื ืึทื–, ื•ื•ืขืŸ ืึทื ืึทืœื™ื™ื–ื™ื ื’ ื”ื™ืกื˜ืืจื™ืฉืข ื“ืึทื˜ืŸ, ื•ื•ืึธืœื˜ ื‘ืึทืฉื˜ื™ืžืขืŸ ืึท ื ื™ื“ืขืจื™ืงืขืจ ืจื™ื–ื™ืงื™ืจืŸ ืคืึทืงื˜ืึธืจ ืฆื• ื•ื•ื™ื™ึทื‘ืœืขืš ื ืขืžืขืŸ. ืึธื•ืงื™ื™, ืœืึธื–ืŸ ืื•ื ื“ื– ืึทืจืึธืคึผื ืขืžืขืŸ ื ืขืžืขืŸ ืคื•ืŸ ื“ื™ ืกืขืœืขืงืฆื™ืข. ืึธื‘ืขืจ ื’ืขื“ืขื ืงื˜ ื“ืขื ืึทืžืึทื–ืึธืŸ ื‘ื™ื™ืฉืคึผื™ืœ: ื“ื™ ืกื™ืกื˜ืขื ืงืขื ืขืŸ ื‘ืึทืฉื˜ื™ืžืขืŸ ื“ื–ืฉืขื ื“ืขืจ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ืื ื“ืขืจืข ืกื™ื‘ื•ืช (ื›ืึธื˜ืฉ ืขืก ืงืขืŸ ื ื™ืฉื˜ ื•ื•ื™ืกืŸ ื•ื•ืึธืก ื“ื–ืฉืขื ื“ืขืจ ืื™ื–, ืึธื“ืขืจ ืืคื™ืœื• ื•ื•ืึธืก ืึท ืžืึทืฉื™ืŸ ืื™ื–), ืื•ืŸ ืื™ืจ ื•ื•ืขื˜ ื ื™ื˜ ื‘ืึทืžืขืจืงืŸ ื“ืขื ื‘ื™ื– ื“ืขืจ ืจืขื’ื•ืœืึทื˜ืึธืจ ืจืขื˜ืจืึธืึทืงื˜ื™ื•ื•ืœื™ ืึทื ืึทืœื™ื™ื– ื“ื™ ื˜ืขืจืึทืคืก ืื™ืจ ืคืึธืจืฉืœืึธื’ืŸ ืื•ืŸ ื˜ืฉืึทืจื“ื–ืฉื™ื– ืื™ืจ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืคื™ื™ื ื“.

ืฆื•ื ืกื•ืฃ, ืขืก ืื™ื– ืึธืคื˜ ืื ื’ืขื ื•ืžืขืŸ ืึทื– ืžื™ืจ ื•ื•ืขืœืŸ ื‘ืœื•ื™ื– ื ื•ืฆืŸ ืึทื–ืึท ืกื™ืกื˜ืขืžืขืŸ ืคึฟืึทืจ ืคึผืจืึทื“ื–ืฉืขืงืก ื•ื•ืึธืก ืึทืจื™ื™ึทื ืฆื™ืขืŸ ืžืขื ื˜ืฉืŸ ืื•ืŸ ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื™ื ื˜ืขืจืึทืงืฉืึทื ื–. ื“ืึธืก ืื™ื– ืคืึทืœืฉ. ืื•ื™ื‘ ืื™ืจ ืžืึทื›ืŸ ื’ืึทื– ื˜ืขืจื‘ื™ื™ื ื–, ืื™ืจ ื•ื•ืขื˜ ืžื™ืกื˜ืึธืžืข ื•ื•ื™ืœืŸ ืฆื• ืฆื•ืœื™ื™ื’ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืฆื• ื“ื™ ื˜ืขืœืขืžืขื˜ืจื™ ื˜ืจืึทื ืกืžื™ื˜ื˜ืขื“ ื“ื•ืจืš ื˜ืขื ืก ืึธื“ืขืจ ื”ื•ื ื“ืขืจื˜ืขืจ ืคื•ืŸ ืกืขื ืกืึธืจืก ืื•ื™ืฃ ื“ื™ื™ืŸ ืคึผืจืึธื“ื•ืงื˜ (ืึทื•ื“ื™ืึธ, ื•ื•ื™ื“ืขื, ื˜ืขืžืคึผืขืจืึทื˜ื•ืจ ืื•ืŸ ืงื™ื™ืŸ ืื ื“ืขืจืข ืกืขื ืกืึธืจืก ื“ื–ืฉืขื ืขืจื™ื™ื˜ ื“ืึทื˜ืŸ ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ืœื™ื™ื›ื˜ ืฆื•ื’ืขืคืืกื˜ ืฆื• ืฉืึทืคึฟืŸ ืึท ืžืึทืฉื™ืŸ. ืœืขืจื ืขืŸ ืžืึธื“ืขืœ). ื›ื™ื™ืคึผืึทื˜ืขื˜ื™ืง, ืื™ืจ ืงืขืŸ ื–ืึธื’ืŸ, "ื“ืึธ ื–ืขื ืขืŸ ื“ืึทื˜ืŸ ืคื•ืŸ ืึท ื˜ื•ื™ื–ื ื˜ ื˜ืขืจื‘ื™ื™ื ื– ื•ื•ืึธืก ื”ืึธื‘ืŸ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืื™ื™ื“ืขืจ ื–ื™ื™ ื“ื•ืจื›ืคืึทืœ, ืื•ืŸ ื“ืึธ ื–ืขื ืขืŸ ื“ืึทื˜ืŸ ืคื•ืŸ ืึท ื˜ื•ื™ื–ื ื˜ ื˜ืขืจื‘ื™ื™ื ื– ื•ื•ืึธืก ื”ืึธื‘ืŸ ื ื™ื˜ ื“ื•ืจื›ืคืึทืœ. ื‘ื•ื™ืขืŸ ืึท ืžืึธื“ืขืœ ืฆื• ื–ืึธื’ืŸ ื•ื•ืึธืก ื“ื™ ื—ื™ืœื•ืง ืื™ื– ืฆื•ื•ื™ืฉืŸ ื–ื™ื™. โ€ ื ื•, ืื™ืฆื˜ ื™ืžืึทื“ื–ืฉืึทืŸ ืึทื– Siemens ืกืขื ืกืึธืจืก ื–ืขื ืขืŸ ืื™ื ืกื˜ืึทืœื™ืจืŸ ืื•ื™ืฃ 75% ืคื•ืŸ ืฉืœืขื›ื˜ ื˜ืขืจื‘ื™ื™ื ื– ืื•ืŸ ื‘ืœื•ื™ื– 12% ืคื•ืŸ ื’ื•ื˜ (ืขืก ืื™ื– ืงื™ื™ืŸ ืงืฉืจ ืžื™ื˜ ืคื™ื™ืœื™ืขืจื–). ื“ื™ ืกื™ืกื˜ืขื ื•ื•ืขื˜ ื‘ื•ื™ืขืŸ ืึท ืžืึธื“ืขืœ ืฆื• ื’ืขืคึฟื™ื ืขืŸ ื˜ืขืจื‘ื™ื™ื ื– ืžื™ื˜ ืกื™ืขืžืขื ืก ืกืขื ืกืึธืจืก. ืื•ืคืก!

ื•ื•ืขื’ืŸ ืึทืจื˜ื™ืคื™ืกื™ืึทืœ ื™ื ื˜ืขืœืœื™ื’ืขื ืกืข ืคืึธืจื•ืจื˜ื™ื™ืœ
ื‘ื™ืœื“ - Moritz Hardt, UC Berkeley

ืึธื ืคื™ืจื•ื ื’ ืึทื™ ืคืึธืจื•ืจื˜ื™ื™ืœ

ื•ื•ืึธืก ืงืขื ืขืŸ ืžื™ืจ ื˜ืึธืŸ ื•ื•ืขื’ืŸ ืื™ื? ืื™ืจ ืงืขื ืขืŸ ืฆื•ื’ืึทื ื’ ื“ืขื ืึทืจื•ื™ืกื’ืขื‘ืŸ ืคื•ืŸ ื“ืจื™ื™ึท ืึทื ื’ืœืขืก:

  1. ืžืขื˜ืึทื“ืึทืœืึทื“ื–ืฉื™ืงืึทืœ ืฉื˜ืจืขื ื’ืงื™ื™ึทื˜ ืื™ืŸ ืงืึทืœืขืงื˜ื™ื ื’ ืื•ืŸ ืึธื ืคื™ืจื•ื ื’ ื“ืึทื˜ืŸ ืคึฟืึทืจ ื˜ืจื™ื™ื ื™ื ื’ ื“ื™ ืกื™ืกื˜ืขื.
  2. ื˜ืขื›ื ื™ืฉ ืžื›ืฉื™ืจื™ื ืคึฟืึทืจ ืึทื ืึทืœื™ื™ื–ื™ื ื’ ืื•ืŸ ื“ื™ืึทื’ื ืึธืกื™ื ื’ ืžืึธื“ืขืœ ื ืึทื˜ื•ืจ.
  3. ื‘ืึทืŸ, ื“ืขืจืฆื™ืขืŸ ืื•ืŸ ื–ื™ื™ืŸ ืึธืคึผื’ืขื”ื™ื˜ ื•ื•ืขืŸ ื™ืžืคึผืœืึทืžืขื ื™ื ื’ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืื™ืŸ ืคึผืจืึธื“ื•ืงื˜ืŸ.

ืขืก ืื™ื– ืึท ื•ื•ื™ืฅ ืื™ืŸ ืžืึธืœื™ืขืจืก ื‘ื•ืš "ื“ื™ ื‘ื•ืจื–ืฉื•ืึทื– ืื™ืŸ ื“ืขืจ ืื“ืœืฉื˜ืื ื“": ืื™ื™ืŸ ืžืขื ื˜ืฉ ืื™ื– ื’ืขื•ื•ืขืŸ ื“ืขืจืฆื™ื™ืœื˜ ืึทื– ืœื™ื˜ืขืจืึทื˜ื•ืจ ืื™ื– ืฆืขื˜ื™ื™ืœื˜ ืื™ืŸ ืคึผืจืึธื–ืข ืื•ืŸ ืคึผืึธืขื–ื™ืข, ืื•ืŸ ืขืจ ืื™ื– ื’ืขื•ื•ืขืŸ ื“ืขืจืคืจื™ื™ืขืŸ ืฆื• ืึทื ื˜ื“ืขืงืŸ ืึทื– ืขืจ ื”ืื˜ ื’ืขืจืขื“ื˜ ืื™ืŸ ืคึผืจืึธื–ืข ืึทืœืข ื–ื™ื™ืŸ ืœืขื‘ืŸ, ืึธืŸ ื•ื•ื™ืกืŸ ืขืก. ื“ืึธืก ืื™ื– ืžื™ืกื˜ืึธืžืข ื•ื•ื™ ืกื˜ืึทื˜ื™ืกื˜ื™ืงืก ืคื™ืœืŸ ื”ื™ื™ึทื ื˜: ืึธืŸ ืจื™ืึทืœื™ื™ื–ื™ื ื’ ืขืก, ื–ื™ื™ ื”ืึธื‘ืŸ ื“ืขื“ืึทืงื™ื™ื˜ืึทื“ ื–ื™ื™ืขืจ ืงืึทืจื™ืขืจืข ืฆื• ืงื™ื ืกื˜ืœืขืš ืกื™ื™ื›ืœ ืื•ืŸ ืžื•ืกื˜ืขืจื•ื ื’ ื˜ืขื•ืช. ืื™ืจ ื–ื•ื›ื˜ ืคึฟืึทืจ ืžื•ืกื˜ืขืจื•ื ื’ ื˜ืขื•ืช ืื•ืŸ ื–ืึธืจื’ ื•ื•ืขื’ืŸ ืขืก ืื™ื– ื ื™ืฉื˜ ืึท ื ื™ื™ึทืข ืคึผืจืึธื‘ืœืขื, ืžื™ืจ ื ืึธืจ ื“ืึทืจืคึฟืŸ ืฆื• ืกื™ืกื˜ืึทืžืึทื˜ื™ืงืœื™ ืฆื•ื’ืึทื ื’ ื“ื™ ืœื™ื™ื–ื•ื ื’. ื•ื•ื™ ื“ืขืจืžืื ื˜ ืื•ื™ื‘ืŸ, ืื™ืŸ ืขื˜ืœืขื›ืข ืงืึทืกืขืก ืขืก ืื™ื– ืึทืงืฉืœื™ ื’ืจื™ื ื’ืขืจ ืฆื• ื˜ืึธืŸ ื“ืึธืก ื“ื•ืจืš ืœืขืจื ืขืŸ ืคึผืจืึธื‘ืœืขืžืก ืฉื™ื™ึทื›ื•ืช ืฆื• ืžืขื ื˜ืฉืŸ ื“ืึทื˜ืŸ. ืžื™ืจ ืึทืคึผืจื™ืึธืจื™ ื™ื‘ืขืจื ืขืžืขืŸ ืึทื– ืžื™ืจ ืงืขืŸ ื”ืึธื‘ืŸ ืคึผืจืขื“ื–ืฉืึทื“ื™ืกื™ื– ื•ื•ืขื’ืŸ ืคืึทืจืฉื™ื“ืขื ืข ื’ืจื•ืคึผืขืก ืคื•ืŸ ืžืขื ื˜ืฉืŸ, ืึธื‘ืขืจ ืขืก ืื™ื– ืฉื•ื•ืขืจ ืคึฟืึทืจ ืื•ื ื“ื– ืืคื™ืœื• ื™ืžืึทื“ื–ืฉืึทืŸ ืึท ืคืึธืจื•ืจื˜ืœ ื•ื•ืขื’ืŸ Siemens ืกืขื ืกืึธืจืก.

ื•ื•ืึธืก ืก ื ื™ื™ึท ื•ื•ืขื’ืŸ ืึทืœืข ื“ืขื, ืคื•ืŸ ืงื•ืจืก, ืื™ื– ืึทื– ืžืขื ื˜ืฉืŸ ื ื™ื˜ ืžืขืจ ืกื˜ืึทื˜ื™ืกื˜ื™ืฉ ืึทื ืึทืœื™ืกื™ืก ื’ืœื™ื™ึทืš. ืขืก ืื™ื– ื’ืขืคื™ืจื˜ ืื•ื™ืก ื“ื•ืจืš ืžืืฉื™ื ืขืŸ ื•ื•ืึธืก ืžืึทื›ืŸ ื’ืจื•ื™ืก, ืงืึธืžืคึผืœืขืงืก ืžืึธื“ืขืœืก ื•ื•ืึธืก ื–ืขื ืขืŸ ืฉื•ื•ืขืจ ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ. ื“ื™ ืึทืจื•ื™ืกื’ืขื‘ืŸ ืคื•ืŸ ื“ื•ืจื›ื–ืขื™ืงื™ื™ึทื˜ ืื™ื– ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ืึทืกืคึผืขืงืฅ ืคื•ืŸ ื“ื™ ืคึผืจืึธื‘ืœืขื ืคื•ืŸ ืคืึธืจื•ืจื˜ื™ื™ืœ. ืžื™ืจ ื”ืึธื‘ืŸ ืžื•ืจื ืึทื– ื“ื™ ืกื™ืกื˜ืขื ืื™ื– ื ื™ืฉื˜ ื‘ืœื•ื™ื– ื‘ื™ื™ืึทืกื˜, ืึธื‘ืขืจ ืึทื– ืขืก ืื™ื– ืงื™ื™ืŸ ื•ื•ืขื’ ืฆื• ื“ืขื˜ืขืงื˜ ื–ื™ื™ืŸ ืคืึธืจื•ืจื˜ื™ื™ืœ, ืื•ืŸ ืึทื– ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืื™ื– ืึทื ื“ืขืจืฉ ืคื•ืŸ ืื ื“ืขืจืข ืคืืจืžืขืŸ ืคื•ืŸ ืึธื˜ืึทืžื™ื™ืฉืึทืŸ, ื•ื•ืึธืก ื–ืขื ืขืŸ ื’ืขืžื™ื™ื ื˜ ืฆื• ืฆื•ื ื•ื™ืคืฉื˜ืขืœื  ื–ื™ืš ืคื•ืŸ ืงืœืึธืจ ืœืึทื“ื–ืฉื™ืงืึทืœ ืกื˜ืขืคึผืก ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื˜ืขืกื˜ืขื“.

ืขืก ื–ืขื ืขืŸ ื“ื ืฆื•ื•ื™ื™ ืคืจืื‘ืœืขืžืขืŸ. ืžื™ืจ ืงืขืŸ ื ืึธืš ื–ื™ื™ืŸ ื‘ื™ื›ื•ืœืช ืฆื• ื“ื•ืจื›ืคื™ืจืŸ ืขื˜ืœืขื›ืข ืกืึธืจื˜ ืคื•ืŸ ืงืึธื ื˜ืจืึธืœื™ืจืŸ ืคื•ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืกื™ืกื˜ืขืžืขืŸ. ืื•ืŸ ืึทื“ืึทื˜ื™ื ื’ ืงื™ื™ืŸ ืื ื“ืขืจืข ืกื™ืกื˜ืขื ืื™ื– ืคืืงื˜ื™ืฉ ื ื™ื˜ ื’ืจื™ื ื’ืขืจ.

ืคื™ืจืกื˜ืœื™, ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ืื™ื ืกื˜ืจื•ืงืฆื™ืขืก ืคื•ืŸ ืžืึธื“ืขืจืŸ ืคืึธืจืฉื•ื ื’ ืื™ืŸ ื“ื™ ืคืขืœื“ ืคื•ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืื™ื– ื“ื™ ื–ื•ื›ืŸ ืคึฟืึทืจ ืžืขื˜ื”ืึธื“ืก ืฆื• ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ื•ื•ื™ื›ื˜ื™ืง ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™ ืคื•ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืกื™ืกื˜ืขืžืขืŸ. ื•ื•ืึธืก ืื™ื– ื’ืขื–ืึธื’ื˜, ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ (ืื™ืŸ ื–ื™ื™ืŸ ืงืจืึทื ื˜ ืฉื˜ืึทื˜) ืื™ื– ืึท ื’ืึธืจ ื ื™ื™ึท ืคืขืœื“ ืคื•ืŸ ื•ื•ื™ืกื ืฉืึทืคึฟื˜ ื•ื•ืึธืก ืื™ื– ื˜ืฉืึทื ื’ื™ื ื’ ื’ืขืฉื•ื•ื™ื ื“, ืึทื–ื•ื™ ื˜ืึธืŸ ื ื™ื˜ ื˜ืจืึทื›ื˜ืŸ ืึทื– ื–ืื›ืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ืื•ืžืžืขื’ืœืขืš ื”ื™ื™ึทื ื˜ ืงืขื ืขืŸ ื ื™ืฉื˜ ื‘ืึทืœื“ ื•ื•ืขืจืŸ ื’ืึทื ืฅ ืคืึทืงื˜ื™ืฉ. ืคึผืจืึธื™ืขืงื˜ OpenAI - ืึท ื˜ืฉื™ืงืึทื•ื•ืข ื‘ื™ื™ึทืฉืคึผื™ืœ ืคื•ืŸ ื“ืขื.

ืฆื•ื•ื™ื™ื˜ื ืก, ื“ืขืจ ื’ืขื“ืึทื ืง ืึทื– ืื™ื™ื ืขืจ ืงืขื ืขืŸ ืคึผืจื•ื‘ื™ืจืŸ ืื•ืŸ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื“ื™ ื‘ืึทืฉืœื•ืก-ืžืื›ืŸ ืคึผืจืึธืฆืขืก ืคื•ืŸ ื™ื’ื–ื™ืกื˜ื™ื ื’ ืกื™ืกื˜ืขืžืขืŸ ืึธื“ืขืจ ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ื– ืื™ื– ื’ื•ื˜ ืื™ืŸ ื˜ืขืึธืจื™ืข, ืึธื‘ืขืจ ืึทื–ื•ื™-ืึทื–ื•ื™ ืื™ืŸ ืคื™ืจ. ืฆื• ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ื™ ื“ื™ืกื™ื–ืฉืึทื ื– ื–ืขื ืขืŸ ื’ืขืžืื›ื˜ ืื™ืŸ ืึท ื’ืจื•ื™ืก ืึธืจื’ืึทื ื™ื–ืึทืฆื™ืข ืื™ื– ื ื™ืฉื˜ ื’ืจื™ื ื’. ืืคื™ืœื• ืื•ื™ื‘ ืขืก ืื™ื– ืึท ืคืึธืจืžืึทืœ ื‘ืึทืฉืœื•ืก-ืžืื›ืŸ ืคึผืจืึธืฆืขืก, ืขืก ืฉืคึผื™ื’ืœื˜ ื ื™ืฉื˜ ื•ื•ื™ ืžืขื ื˜ืฉืŸ ื˜ืึทืงืข ื™ื ื˜ืขืจืึทืงื˜, ืื•ืŸ ื–ื™ื™ ื–ื™ืš ืึธืคื˜ ื˜ืึธืŸ ื ื™ื˜ ื”ืึธื‘ืŸ ืึท ืœืึทื“ื–ืฉื™ืงืึทืœ, ืกื™ืกื˜ืขืžืึทื˜ื™ืฉ ืฆื•ื’ืึทื ื’ ืฆื• ืžืึทื›ืŸ ื–ื™ื™ืขืจ ื“ื™ืกื™ื–ืฉืึทื ื–. ื•ื•ื™ ืžื™ื™ืŸ ืงืึธืœืขื’ืข ื”ืื˜ ื’ืขื–ืื’ื˜ ื•ื•ื™ื“ื–ืฉื™ื™ึท ืคึผืึทื ื“ืข, ืžืขื ื˜ืฉืŸ ื–ืขื ืขืŸ ืื•ื™ืš ืฉื•ื•ืึทืจืฅ ื‘ืึธืงืกืขืก.

ื ืขืžืขืŸ ื˜ื•ื™ื–ื ื˜ ืžืขื ื˜ืฉืŸ ืื™ืŸ ืขื˜ืœืขื›ืข ืึธื•ื•ื•ืขืจืœืึทืคึผื™ื ื’ ืงืึธืžืคึผืึทื ื™ืขืก ืื•ืŸ ืื™ื ืกื˜ื™ื˜ื•ืฆื™ืขืก, ืื•ืŸ ื“ื™ ืคึผืจืึธื‘ืœืขื ื•ื•ืขืจื˜ ื ืึธืš ืžืขืจ ืงืึธืžืคึผืœื™ืฆื™ืจื˜. ืžื™ืจ ื•ื•ื™ืกืŸ ื ืึธืš ื“ืขื ืคืึทืงื˜ ืึทื– ื“ื™ ืกืคืขื™ืก ืฉื•ื˜ื˜ืœืข ืื™ื– ื’ืขื•ื•ืขืŸ ื‘ืึทืฉืขืจื˜ ืฆื• ื‘ืจืขื›ืŸ ื–ื™ืš ืื•ื™ืฃ ืฆื•ืจื™ืงืงื•ืžืขืŸ, ืื•ืŸ ืžืขื ื˜ืฉืŸ ืื™ืŸ ื ืึทืกืึท ื”ืึธื‘ืŸ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื•ื•ืึธืก ื”ืึธื˜ ื–ื™ื™ ื’ืขื’ืขื‘ืŸ ืกื™ื‘ื” ืฆื• ื˜ืจืึทื›ื˜ืŸ ืขืคึผืขืก ืฉืœืขื›ื˜ ืงืขืŸ ืคึผืึทืกื™ืจืŸ, ืึธื‘ืขืจ ื“ื™ ืกื™ืกื˜ืขื ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ ืื™ืš ื”ืื‘ ื“ืืก ื ื™ืฉื˜ ื’ืขื•ื•ืื•ืกื˜. ื ืึทืกืึท ื”ืื˜ ืืคื™ืœื• ืคึผื•ื ืงื˜ ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืึท ืขื ืœืขืš ืงืึธื ื˜ืจืึธืœื™ืจืŸ ื ืึธืš ืคืึทืจืœืึธืจืŸ ื–ื™ื™ืŸ ืคืจื™ืขืจื“ื™ืงืŸ ื•ื•ืขื‘ืฉื™ืคืœ, ืื•ืŸ ื ืึธืš ืขืก ืคืึทืจืคืึทืœืŸ ืืŸ ืื ื“ืขืจ ืคึฟืึทืจ ืึท ื–ื™ื™ืขืจ ืขื ืœืขืš ืกื™ื‘ื”. ืขืก ืื™ื– ื’ืจื™ื ื’ ืฆื• ื˜ืขื ื”ืŸ ืึทื– ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ื– ืื•ืŸ ืžืขื ื˜ืฉืŸ ื ืึธื›ื’ื™ื™ืŸ ืงืœืึธืจ, ืœืึทื“ื–ืฉื™ืงืึทืœ ื›ึผืœืœื™ื ื•ื•ืึธืก ืงืขื ืขืŸ ื–ื™ื™ืŸ ื˜ืขืกื˜ืขื“, ืคืืจืฉื˜ืื ืขืŸ ืื•ืŸ ื’ืขื‘ื™ื˜ืŸ - ืึธื‘ืขืจ ื“ืขืจืคืึทืจื•ื ื’ ืคึผืจืึธื•ื•ืขืก ืึทื ื“ืขืจืฉ. ื“ืืก "ื’ืึธืกืคึผืœืึทืŸ ืก ื“ื™ืœื•ื–ืฉืึทืŸ'.

ืื™ืš ืึธืคื˜ ืคืึทืจื’ืœื™ื™ึทื›ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืฆื• ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–, ืกืคึผืขืฆื™ืขืœ ืจื™ืœื™ื™ืฉืึทื ืึทืœ ืึธื ืขืก - ืึท ื ื™ื™ึทืข ืคื•ื ื“ืึทืžืขื ื˜ืึทืœ ื˜ืขื›ื ืึธืœืึธื’ื™ืข ื•ื•ืึธืก ื”ืื˜ ื’ืขื‘ื™ื˜ืŸ ื“ื™ ืงื™ื™ืคึผืึทื‘ื™ืœืึทื˜ื™ื– ืคื•ืŸ ืงืึธืžืคึผื™ื•ื˜ืขืจ ื•ื•ื™ืกื ืฉืึทืคึฟื˜ ืื•ืŸ ื“ื™ ื•ื•ืขืœื˜ ืึทืจื•ื ืื™ื, ื•ื•ืึธืก ืื™ื– ื’ืขื•ื•ืืจืŸ ื˜ื™ื™ืœ ืคื•ืŸ ืึทืœืฅ ื•ื•ืึธืก ืžื™ืจ ื ื•ืฆืŸ ืงืขืกื™ื™ื“ืขืจ ืึธืŸ ืจื™ืึทืœื™ื™ื–ื™ื ื’ ืขืก. ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ืื•ื™ืš ื”ืึธื‘ืŸ ืคึผืจืึธื‘ืœืขืžืก, ืื•ืŸ ื–ื™ื™ ื–ืขื ืขืŸ ืคื•ืŸ ืึท ืขื ืœืขืš ื ืึทื˜ื•ืจ: ื“ื™ ืกื™ืกื˜ืขื ืงืขืŸ ื–ื™ื™ืŸ ื’ืขื‘ื•ื™ื˜ ืื•ื™ืฃ ืฉืœืขื›ื˜ ืึทืกืึทืžืคึผืฉืึทื ื– ืึธื“ืขืจ ืฉืœืขื›ื˜ ื“ืึทื˜ืŸ, ืึธื‘ืขืจ ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืฉื•ื•ืขืจ ืฆื• ื‘ืึทืžืขืจืงืŸ, ืื•ืŸ ื“ื™ ืžืขื ื˜ืฉืŸ ื•ื•ืึธืก ื ื•ืฆืŸ ื“ื™ ืกื™ืกื˜ืขื ื•ื•ืขื˜ ื˜ืึธืŸ ื•ื•ืึธืก ืขืก ื“ืขืจืฆื™ื™ืœื˜ ื–ื™ื™ ืึธืŸ ืคืจืขื’ืŸ ืฉืืœื•ืช. ืขืก ื–ืขื ืขืŸ ืคืืจืืŸ ืืกืืš ืืœื˜ืข ื•ื•ื™ืฆืŸ ืื™ื‘ืขืจ ืฉื˜ื™ื™ืขืจ ืžืขื ื˜ืฉืŸ ื•ื•ืืก ื”ืื‘ืŸ ืืžืืœ ืื•ื™ืกื’ืขืฉืจื™ื‘ืŸ ื“ื™ื™ืŸ ื ืืžืขืŸ ืื•ืžืจืขื›ื˜, ืื•ืŸ ื–ื™ื™ ืื™ื‘ืขืจืฆื™ื™ื’ืŸ ืฆื• ืคืืจืจื™ื›ื˜ืŸ ื“ืขื ื˜ืขื•ืช ืื™ื– ืคื™ืœ ืฉื•ื•ืขืจืขืจ ื•ื•ื™ ืœืžืขืฉื” ื˜ื•ื™ืฉืŸ ืื™ื™ืขืจ ื ืืžืขืŸ. ืขืก ื–ืขื ืขืŸ ืคื™ืœืข ื•ื•ืขื’ืŸ ืฆื• ื˜ืจืึทื›ื˜ืŸ ื•ื•ืขื’ืŸ ื“ืขื, ืึธื‘ืขืจ ืขืก ืื™ื– ื ื™ืฉื˜ ืงืœืึธืจ ื•ื•ืึธืก ืื™ื– ื‘ืขืกืขืจ: ื•ื•ื™ ืึท ื˜ืขื›ื ื™ืฉ ืคึผืจืึธื‘ืœืขื ืื™ืŸ SQL, ืึธื“ืขืจ ื•ื•ื™ ืึท ื–ืฉื•ืง ืื™ืŸ ืึท ืึธืจืึทืงืœืข ืžืขืœื“ื•ื ื’, ืึธื“ืขืจ ื•ื•ื™ ืึท ื“ื•ืจื›ืคืึทืœ ืคื•ืŸ ื‘ื™ื•ืจืึทืงืจืึทื˜ื™ืง ืื™ื ืกื˜ื™ื˜ื•ืฆื™ืขืก? ื•ื•ื™ ืฉื•ื•ืขืจ ืื™ื– ืขืก ืฆื• ื’ืขืคึฟื™ื ืขืŸ ืึท ื–ืฉื•ืง ืื™ืŸ ืึท ืคึผืจืึธืฆืขืก ื•ื•ืึธืก ื”ืื˜ ื’ืขืคึฟื™ืจื˜ ืฆื• ื“ื™ ืกื™ืกื˜ืขื ื ื™ืฉื˜ ื”ืึธื‘ืŸ ืึท ื˜ื™ืคึผืึธ ืงืขืจืขืงืฉืึทืŸ ืฉื˜ืจื™ืš? ืืคืฉืจ ื”ืื˜ ืžืขืŸ ื“ืืก ื’ืขืงืขื ื˜ ืื•ื™ืกืงืœืืจืŸ ืื™ื™ื“ืขืจ ืžืขืŸ ื”ืื˜ ืื ื’ืขื”ื•ื™ื‘ืŸ ืงืœืื’ืŸ?

ื“ืขืจ ืคึผืจืึธื‘ืœืขื ืื™ื– ื™ืœืึทืกื˜ืจื™ื™ื˜ื™ื“ ืืคื™ืœื• ืžืขืจ ืคืฉื•ื˜ ื“ื•ืจืš ืžืขืฉื™ื•ืช ื•ื•ืขืŸ ื“ืจื™ื•ื•ืขืจืก ืคืึธืจ ืื™ืŸ ืจื™ื•ื•ืขืจืก ืจืขื›ื˜ ืฆื• ืึทื•ื˜ื“ื™ื™ื˜ื™ื“ ื“ืึทื˜ืŸ ืื™ืŸ ื“ื™ ื ืึทื•ื•ื™ื’ืึทื˜ืึธืจ. ืึธื•ืงื™ื™, ืžืึทืคึผืก ื“ืึทืจืคึฟืŸ ืฆื• ื–ื™ื™ืŸ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื˜ ืงืขืกื™ื™ื“ืขืจ. ืึธื‘ืขืจ ื•ื•ื™ ืคื™ืœ ืื™ื– ื˜ืึธืžื˜ืึธื ืฆื• ื‘ืึทืฉื•ืœื“ื™ืงืŸ ืคึฟืึทืจ ื“ื™ื™ืŸ ืžืึทืฉื™ืŸ ืื™ื– ื‘ืœืึธื•ืŸ ืฆื• ื™ื?

ื“ื™ ืกื™ื‘ื” ืื™ืš ื–ืึธื’ืŸ ื“ืึธืก ืื™ื– ืึทื– ื™ืึธ, ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืคืึธืจื•ืจื˜ื™ื™ืœ ื•ื•ืขื˜ ืžืึทื›ืŸ ืคึผืจืึธื‘ืœืขืžืก. ืื‘ืขืจ ื“ื™ ืคืจืื‘ืœืขืžืขืŸ ื•ื•ืขืœืŸ ื–ื™ื™ืŸ ืขื ืœืขืš ืฆื• ื“ื™ ื•ื•ืึธืก ืžื™ืจ ื”ืึธื‘ืŸ ืคื™ื™ืกื˜ ืื™ืŸ ื“ืขืจ ืคืึทืจื’ืึทื ื’ืขื ื”ื™ื™ื˜, ืื•ืŸ ื–ื™ื™ ืงืขื ืขืŸ ื–ื™ื™ืŸ ื‘ืืžืขืจืงื˜ ืื•ืŸ ืกืึทืœื•ื•ื“ (ืึธื“ืขืจ ื ื™ืฉื˜) ื•ื•ืขื’ืŸ ื•ื•ื™ ืžื™ืจ ื–ืขื ืขืŸ ื‘ื™ื›ื•ืœืช ืฆื• ืื™ืŸ ื“ืขืจ ืคืึทืจื’ืึทื ื’ืขื ื”ื™ื™ื˜. ื“ืขืจื™ื‘ืขืจ, ืึท ืกืฆืขื ืึทืจ ืื™ืŸ ื•ื•ืึธืก ืึทื™ ืคืึธืจื•ืจื˜ื™ื™ืœ ื– ืฉืึธื“ืŸ ืื™ื– ืึทื ืœื™ื™ืงืœื™ ืฆื• ืคึผืึทืกื™ืจืŸ ืžื™ื˜ ืขืœื˜ืขืจ ืจื™ืกืขืจื˜ืฉืขืจื– ืืจื‘ืขื˜ืŸ ืื™ืŸ ืึท ื’ืจื•ื™ืก ืึธืจื’ืึทื ื™ื–ืึทืฆื™ืข. ืจื•ื‘ึฟ ืžืกืชึผืžื, ืขื˜ืœืขื›ืข ื ื™ืฉื˜ื™ืง ื˜ืขื›ื ืึธืœืึธื’ื™ืข ืงืึธื ื˜ืจืึทืงื˜ืึธืจ ืึธื“ืขืจ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืคืึทืจืงื•ื™ืคืขืจ ื•ื•ืขื˜ ืฉืจื™ื™ึทื‘ืŸ ืขืคึผืขืก ืื•ื™ืฃ ื–ื™ื™ืขืจ ื ื™ื–, ื ื™ืฆืŸ ืึธืคึฟืŸ ืžืงื•ืจ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ, ืœื™ื™ื‘ืจืขืจื™ื– ืื•ืŸ ืžื›ืฉื™ืจื™ื ื•ื•ืึธืก ื–ื™ื™ ื˜ืึธืŸ ื ื™ื˜ ืคึฟืึทืจืฉื˜ื™ื™ืŸ. ืื•ืŸ ื“ืขืจ ืฉืœื™ืžืึทื–ืœื“ื™ืง ืงืœื™ืขื ื˜ ื•ื•ืขื˜ ืงื•ื™ืคืŸ ื“ื™ ืคืจืึทื–ืข "ืงื™ื ืกื˜ืœืขืš ืกื™ื™ื›ืœ" ืื™ืŸ ื“ื™ ืคึผืจืึธื“ื•ืงื˜ ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’ ืื•ืŸ, ืึธืŸ ืคืจืขื’ืŸ ืงื™ื™ืŸ ืคืจืื’ืขืก, ืคืึทืจืฉืคึผืจื™ื™ื˜ืŸ ืขืก ืฆื• ื–ื™ื™ืŸ ื ื™ื“ืขืจื™ืง-ื‘ืึทืฆืึธืœื˜ ืขืžืคึผืœื•ื™ื™ื–, ืึธืจื“ืขืจื™ื ื’ ื–ื™ื™ ืฆื• ื˜ืึธืŸ ื•ื•ืึธืก ื“ื™ ืึทื™ ื–ืื’ื˜. ื“ืึธืก ืื™ื– ืคึผื•ื ืงื˜ ื•ื•ืึธืก ื’ืขื˜ืจืืคืŸ ืžื™ื˜ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–. ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ืึท ืงื™ื ืกื˜ืœืขืš ืกื™ื™ื›ืœ ืคึผืจืึธื‘ืœืขื, ืึธื“ืขืจ ืืคื™ืœื• ืึท ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืคึผืจืึธื‘ืœืขื. ื“ืืก ืื™ื– ื“ืขืจ ืžืขื ื˜ืฉ ืคืึทืงื˜ืึธืจ.

ืกืึธืฃ

ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืงืขื ืขืŸ ื˜ืึธืŸ ืึทืœืฅ ืื™ืจ ืงืขื ืขืŸ ืœืขืจื ืขืŸ ืึท ื”ื•ื ื˜ - ืึธื‘ืขืจ ืื™ืจ ืงืขื ืขืŸ ืงื™ื™ื ืžืึธืœ ื–ื™ื™ืŸ ื–ื™ื›ืขืจ ื•ื•ืึธืก ืคึผื•ื ืงื˜ ืื™ืจ ื’ืขืœืขืจื ื˜ ื“ืขื ื”ื•ื ื˜.

ืื™ืš ืึธืคื˜ ืคื™ืœืŸ ื•ื•ื™ ื“ืขืจ ื˜ืขืจืžื™ืŸ "ืงื™ื ืกื˜ืœืขืš ืกื™ื™ื›ืœ" ื ืึธืจ ื’ืขืฅ ืื™ืŸ ื“ื™ ื•ื•ืขื’ ืคื•ืŸ ืฉืžื•ืขืกืŸ ื•ื•ื™ ื“ืึธืก. ื“ืขืจ ื˜ืขืจืžื™ืŸ ื’ื™ื˜ ื“ื™ ืคืึทืœืฉ ืจื•ืฉื ืึทื– ืžื™ืจ ืคืืงื˜ื™ืฉ ื‘ืืฉืืคืŸ ืขืก - ื“ื™ ืกื™ื™ื›ืœ. ืึทื– ืžื™ืจ ื–ืขื ืขืŸ ืื•ื™ืฃ ืื•ื ื“ื–ืขืจ ื•ื•ืขื’ ืฆื• HAL9000 ืึธื“ืขืจ Skynet - ืขืคึผืขืก ื•ื•ืึธืก ืึทืงืฉืœื™ ืคึฟืึทืจืฉื˜ื™ื™ื˜. ืื‘ืขืจ ื ื™ื™ืŸ. ื“ืืก ื–ืขื ืขืŸ ื‘ืœื•ื™ื– ืžืืฉื™ื ืขืŸ, ืื•ืŸ ืขืก ืื™ื– ืคื™ืœ ืžืขืจ ืคึผื™ื ื˜ืœืขืš ืฆื• ืคืึทืจื’ืœื™ื™ึทื›ืŸ ื–ื™ื™ ืฆื•, ื–ืึธื’ืŸ, ืึท ื•ื•ืึทืฉืžืึทืฉื™ืŸ. ื–ื™ ื˜ื•ื˜ ื ืกืš ื‘ืขืกืขืจ ืฐืขืฉ ืฐื™ ื ืžืขื ื˜ืฉ, ืื‘ืขืจ ืื•ื™ื‘ ืื™ืจ ืœื™ื™ื’ื˜ ืื™ืŸ ืื™ืจ ืงื™ื™ืœื™ื ืื ืฉื˜ืื˜ ื•ื•ืขืฉ, ื•ื•ืขื˜ ื–ื™ ื–ื™ื™... ื•ื•ืืฉืŸ. ื“ื™ ืงื™ื™ืœื™ื ื•ื•ืขืœืŸ ืึทืคึฟื™ืœื• ื•ื•ืขืจืŸ ืจื™ื™ืŸ. ืึธื‘ืขืจ ื“ืึธืก ื•ื•ืขื˜ ื ื™ืฉื˜ ื–ื™ื™ืŸ ื•ื•ืึธืก ืื™ืจ ื”ืึธื˜ ื“ืขืจื•ื•ืึทืจื˜, ืื•ืŸ ื“ืึธืก ื•ื•ืขื˜ ื ื™ืฉื˜ ืคึผืึทืกื™ืจืŸ ื•ื•ื™ื™ึทืœ ื“ื™ ืกื™ืกื˜ืขื ื”ืื˜ ืงื™ื™ืŸ ืคึผืจืขื“ื–ืฉืึทื“ื™ืกื™ื– ื•ื•ืขื’ืŸ ืงื™ื™ืœื™ื. ื“ื™ ื•ื•ืึทืฉืžืึทืฉื™ืŸ ื˜ื•ื˜ ื ื™ืฉื˜ ื•ื•ื™ืกืŸ ื•ื•ืึธืก ืงื™ื™ืœื™ื ื–ืขื ืขืŸ ืึธื“ืขืจ ื•ื•ืึธืก ืงืœื™ื™ื“ืขืจ ื–ืขื ืขืŸ - ืขืก ืื™ื– ื ืึธืจ ืึท ื‘ื™ื™ืฉืคึผื™ืœ ืคื•ืŸ ืึธื˜ืึทืžื™ื™ืฉืึทืŸ, ืงืึทื ืกืขืคึผื˜ืฉื•ืึทืœื™ ื ื™ื˜ ืึทื ื“ืขืจืฉ ืคื•ืŸ ื•ื•ื™ ืคึผืจืึทืกืขืกืึทื– ื–ืขื ืขืŸ ืึธื˜ืึทืžื™ื™ื˜ื™ื“ ืคืจื™ืขืจ.

ืฆื™ ืžื™ืจ ืจืขื“ืŸ ื•ื•ืขื’ืŸ ืงืึทืจืก, ืขืจืคึผืœื™ื™ื ื– ืึธื“ืขืจ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื–, ื“ื™ ืกื™ืกื˜ืขืžืขืŸ ื•ื•ืขืœืŸ ื–ื™ื™ืŸ ื–ื™ื™ืขืจ ืฉื˜ืึทืจืง ืื•ืŸ ื–ื™ื™ืขืจ ืœื™ืžื™ื˜ืขื“. ื–ื™ื™ ื•ื•ืขืœืŸ ืึธืคืขื ื’ืขืŸ ืœืขื’ืึทืžืจืข ืื•ื™ืฃ ื•ื•ื™ ืžืขื ื˜ืฉืŸ ื ื•ืฆืŸ ื“ื™ ืกื™ืกื˜ืขืžืขืŸ, ืฆื™ ื–ื™ื™ืขืจ ื™ื ื˜ืขื ื˜ืฉืึทื ื– ื–ืขื ืขืŸ ื’ื•ื˜ ืึธื“ืขืจ ืฉืœืขื›ื˜, ืื•ืŸ ื•ื•ื™ ืคื™ืœ ื–ื™ื™ ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื•ื•ื™ ื–ื™ื™ ืึทืจื‘ืขื˜ืŸ.

ื“ืขืจื™ื‘ืขืจ, ืฆื• ื–ืึธื’ืŸ ืึทื– "ืงื™ื ืกื˜ืœืขืš ืกื™ื™ื›ืœ ืื™ื– ืžืื˜ืขืžืื˜ื™ืง, ืึทื–ื•ื™ ืขืก ืงืขืŸ ื ื™ืฉื˜ ื”ืึธื‘ืŸ ื‘ื™ื™ืึทืกื™ื–" ืื™ื– ื’ืึธืจ ืคืึทืœืฉ. ืึธื‘ืขืจ ืขืก ืื™ื– ื’ืœื™ื™ึทืš ืคืึทืœืฉ ืฆื• ื–ืึธื’ืŸ ืึทื– ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืื™ื– "ืกื•ื‘ื“ื–ืฉืขืงื˜ื™ื•ื• ืื™ืŸ ื ืึทื˜ื•ืจ." ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ื’ืขืคื™ื ื˜ ืคึผืึทื˜ืขืจื ื– ืื™ืŸ ื“ืึทื˜ืŸ, ืื•ืŸ ื•ื•ืึธืก ืคึผืึทื˜ืขืจื ื– ืขืก ื’ืขืคื™ื ื˜ ื“ืขืคึผืขื ื“ืก ืื•ื™ืฃ ื“ื™ ื“ืึทื˜ืŸ, ืื•ืŸ ื“ื™ ื“ืึทื˜ืŸ ื“ืขืคึผืขื ื“ืก ืื•ื™ืฃ ืื•ื ื“ื–. ืคึผื•ื ืงื˜ ื•ื•ื™ ืžื™ืจ ื˜ืึธืŸ ืžื™ื˜ ื–ื™ื™. ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ื˜ื•ื˜ ืขื˜ืœืขื›ืข ื˜ื™ื ื’ื– ืคื™ืœ ื‘ืขืกืขืจ ื•ื•ื™ ืžื™ืจ ืงืขื ืขืŸ - ืึธื‘ืขืจ ื”ื™ื ื˜, ืœืžืฉืœ, ื–ืขื ืขืŸ ืคื™ืœ ืžืขืจ ืขืคืขืงื˜ื™ื•ื• ื•ื•ื™ ื™ื•ืžืึทื ื– ืื™ืŸ ื“ื™ื˜ืขืงื˜ื™ื ื’ ื“ืจื•ื’ืก, ื•ื•ืึธืก ืื™ื– ื ื™ืฉื˜ ืึท ืกื™ื‘ื” ืฆื• ื ื•ืฆืŸ ื–ื™ื™ ื•ื•ื™ ืขื“ื•ืช ืื•ืŸ ืžืึทื›ืŸ ืžืฉืคื˜ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื–ื™ื™ืขืจ ืขื“ื•ืช. ืื•ืŸ ื”ื™ื ื˜, ื“ื•ืจืš ื“ืขื ื•ื•ืขื’, ื–ืขื ืขืŸ ืคื™ืœ ืกืžืึทืจื˜ืขืจ ื•ื•ื™ ืงื™ื™ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืกื™ืกื˜ืขื.

ืื™ื‘ืขืจื–ืขืฆื•ื ื’: ืืจื˜ืขืžื™ืก ืœืขืฆืงืื™ื.
ืขื“ื™ื˜ื™ื ื’: ืึทืœืขืงืกื™ ืื™ื•ื•ืื ืึธื•ื•.
ืงื”ืœ: @ืคึผืึธื ื˜ืฉื™ืงื ื™ื•ื–.

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’