????? ????? ????????? (AI) ?? ??? ???????: ?????, ?????? ??????? ?????

????? ????? ????????? (AI) ?? ??? ???????: ?????, ?????? ??????? ?????

???? ????? Haim Etkin ???? ????? Haim Etkin

???? ????? Haim Etkin

Certified real estate appraiser at Real estate appraisal. A property damage and insurance claims expert, including property damage within third-party liability framework,

发布日期: 2024年12月4日
+ 关注
???? ?????, ???? ??????? ????? ?????? ??? ??????? ???????

????? AI ?? ??? ??????? – ???? ???????????

  1. ???? ????? ????? ?????? ??????: ????? ????????? ?????? ???????? ???? ???? ??? ?????. ?????? ????? ???? ?????? ???? ??????? ???? ?? ??? ?????? AI ???????. ????? ???? ???????? ????????, ?????, ????? ?????? ????? ???? ???????? ???????. ???????: ???? ??????, ???? ???? ??????? ??????.
  2. ?????? ?????? ?"??????????": ??? ??????? ????????? ???? ???? ?-20 ????????? ??????? ?? ?????????, ?? ?????? ?????? ?????? ????? ???? ?????. ????? ??? ??? ?????? ?????? ???? – ???? ?????? ??????? ?????? ????? ???? – ????? ?? ?? ???? ?????.
  3. ????? ????? ?????? ???????: ?????? ??????, ???? ???????, ?????? ?????? ?????? ?? ??????, ?????? ???? ???? ??????. ?????? ???? ????? ????? ?? ????? ????? ??????? ?????. ??? ??? ????? ????? ????? ?????? ????????.

???? ??????? ?? ???? ???? – ????? ?????

  1. ????? ????? ???????: ?? ??? ????? ???? ????? ??????, ???? ?????? ??????? ??? ????? ?????. ?????? ?????? ?????? ?????? ?????? ????? ?????? ??????, ????? ??????, ?? ????? ????? ????????, ?? ???? ???? ??????? ?????? ????????? (????? ??????, ???? ????, ?????? ????????).
  2. ???? ????: ??? ????? ????? ?????? ????, ???????? ?????? ?????? ???? ????? ??????? ????. ????? ??? ?????? ???? ???????? ???????, ?????? ???????? ???????? ????? ????? ???????? ??????, ???????? ?????? ?? ????????? ??????.
  3. ??????? ?????: ????? ????? ????:

?????

??? ???????, ?????? ??????? ??? ??? ????? ??? ????? ?????????, ???? ???? ????? ?????. AI ????? ?????? ????? ?????? ???????, ?? ?????? ???? ?????? ??????? ?????? ?????? ????? ???????? ?????. ?? ?? ????? ????, ?????? ??????? ?????? ????? ?"????? ?????" ???????, ?? ?????? ??????? ???? ????"? ??????? ????"? ??????.

?????: ????? ??? AI ???? ?? ??????? ??????, ?????? ?? ??? ??????? ??? ???? ?????. ????? ???????? ???? ??????? ????? ?????? ???? ?? ???? ?? ??????, ??? ?? ??????? ??????.

????? ????? ????????? (AI) ?? ??? ???????: ?????, ?????? ???????

????? ????? ???????: ??? AI ???? ?? ??? ????????

????? ????????? ???? ????? ???????? ???? ??????? ???????? ?????? ?? ??? ??? ??????? ?????. ??? ??????? ??????? ??????:

  1. ????? ?????? ?????????: ????? ?????? ?????? ??????? ????? ????? ?? ????? ??????, ?? ?????? ?? ????? ????? ?????? ?????? ?????? ????? ???? ????.
  2. ???????? ?? ?????? ????????: ?????????? AI ??????? ????? ??????? ???????? ??? ????? ??????, ????? ???????, ???????? ?? ?????? ??????? ???????? ??????.
  3. ???? ????????? ?????: ?????? ????? ?????? ??????? AI ??????? ??????????? ?? ????? ?????, ?????? ??????? ?????? ?????? ??????? ????????.

????? AI ?? ????? ?????? ??????? ??????

  1. ????? ????? ???: ?????? AI ?????? ???? ??? ?? ?????? ?????? ??????? ?? ?????? ??????. ??????, ??????? ??????? ????? ?????? ?????? ?????? ?? ???? ????? ?? ???? ?????? ?? ????? ????? ???????.
  2. ????? ????? ?????: ????? ?????? ?????? ?? ????? ?????? ?????? ??????. ?????? ???? ?????? ????? ????????? ????? ????? ?????, ???? ????? ?????????? ?????.
  3. ?????? ????? ??????: ?????? ??????? ????? ??????? ?? ?????? ??? ???? ????? ????????? ????????, ????? ???? ??????, ?????? ?????? ?????? ??????????.

????? AI ?? ??????: ?????? ????? ??? ????????

  1. ????? ??????? ?????: ??????? ?????? ?????? ??????? ?????? AI ???????, ???? ???? ?? ?? ?????? ??? ???? ??????? ??????? ?? ???? ??????.
  2. ??????? ?????? ??????? ????????: ?????? ??? ?????? ?????????? ?????? ?????? ????? ??????????, ??? ????? ?????? ?????? ????? ?????? ?????? ?????? ????.
  3. ????????? ?????: ??????? ????? ???????? ?????? ??????? ????? ??????? ????, ??? ????? ????? ??????? ???????? ?????? ????????.

?????? ???????? ????? ????? ????????

  1. ??????? ????? ?????: ?????? ????? ??????? ??????? ??????????? ?????? ?????? ???? ?????, ???? ?????? ?????? ??????? ????? ??????.
  2. ?????? ????? ?????????? ?????: ???? ????? ?????? ?????? ?????? ????????? ?????? ?????? AI, ??????? ??????? ?????, ?? ????? ????? ??? ?????.
  3. ?????? ????? ????: ????? ?????????? AI ????? ?????? ????? ????? ????? ?? ??????, ??? ?????? ?????? ?????? ????.

?????? ?????: ??? ????? ??? ??????? ????? ?-AI?

  1. ????? ???? ???????: ?????? ????????? ????? ????? ?? ?????? ????? ?????? ??????, ???? ?????? ????? ??????? ????? ???????? ????.
  2. ?????? ?????? ?????: ????? ?????? ????? ???? ??????? ????? ???????? ????? ?????? ??? ???? ???????, ???? ????????, ???????? ?????? ????? ???????.
  3. ??????? ????????? ?????: ????? ??? AI, ???????? ?? ?????? (IoT) ????? ????? ????? ?? ????? ???? ????? ??? ?????? ????? ??????? ???????????? ??????.

?????? ?????? ???????? ????? ?????

  1. ????? ??????? ?????: ??????? ?????? ?? ?????? ??????? ????? ????? ?????? ???????.
  2. ????? ????? ??????: ???? ????? ?????? ????? ????? ????????? ?? ????? ?????? ??? ?????? ?????????.
  3. ????? ??????? ??????????: ???? ?????? ???????????, ??? ????? ???????, ????? ????? ?????? ???? ????? ??.

??? ??????? ???? ?????? ????, ????? ???????? ????? ????? ???? ?????? ????? ?? ???? ?????. ???? ??????? ???? ?????? ?????????, ??? ???? ?? ???? ????????? ??? ??? ?????? ????? ????????? ?????? ?? ???? ????? ????.

IoT (Internet of Things), ?????? "???????? ?? ??????," ??? ???? ????? ??? ?? ???????, ????? ??????????? ???????? ???????? ??????? ????? ?? ?? ??, ???? ???? ????? ?????? ?????????.

??????? ??????? ?? IoT

  1. ????????: ??????? ??????? ???????? ??????? ???????, ?????? ??????? ?? ????.
  2. ????? ??????: ??????? ???????? ?????? ?????? ???????, ??? ????????, ?????, ????? ????.
  3. ????? ??????: ??????? ??????? ??????? ?????, ??? ??? ?? ?????, ????? ????? ????? ??????.
  4. ????? ????: ??????? ?????? ?????? ???? ???????? ?????? ?????? ???????.

??????? ??????? ?? IoT

  • ???? ?????: ??????? ??? ????? ????, ????????? ???????? ?????? ????? ??????? ????? ??????? ?????????.
  • ??? ???????: IoT ???? ?????? ???? ?????, ??????????? ?? ????? ???????, ????? ???? ??????.
  • ?????? ????: ??????? ??????? ???????? ?? ???????, ?????? ?? ??????? ????? ?????? ??????? ???????.
  • ??????: IoT ????? ????? ?????? ?? ?????? ??????? ??? ????? ????? ????? ????????????.
  • ?????: ??????? ????? ?????? ?????? ?????, ??? ?????? ????? ?? ??????? ?????? ??? ??.

IoT ????? ???????

??????? ?????, IoT ????? ?????? ???? ?? ??????:

  • ??????? ?????? ????? ?????? ????? ????? ??????.
  • ???? ????? ????????? ?????? ?? ??????.
  • ?????? ????? ????? ???????? ?? ????? ???? ?? ?????? ????.

IoT ??? ????? ????? ????? ????????? ???????, ?????? ?????? ???? ???? ?? ????? ?????????? ????? ??? AI.

????? ????? ?????? ????? ?????????: ??? ?? ????? ???? ????? ?? ???

????? ??? ?????????? ??????? ??? ???? ???????? (AI) ????????? ?? ?????? (IoT) ????? ?? ??????? ?? ?????? ????????, ???? ????? ?????? ???? ???? ???????: ???? ?????? ????? ?????? ??????? ??????, ??? ????? ?? ???? ???? ???? ??????? ?????? ????????.

??? ?????? ??????

  1. ????? ??????? ???????: ?????? ????? ???? ??????? ????? ?????? ??????? ???????, ???? ?????? ??? ?????? ???????, ?????? ????????? ?????? ??????, ??????? ?????? ???????? ?????? ??????.
  2. ????? ?? ?????? ?????: ??????? ????? ????? ?? ?????? ?????????? ??????, ???? ?????? ????? ?????, ????? ?????? ?????, ??????? ????? ???. ????? ?????? ????? ??????? ??? ?????? ??????? ???????.
  3. ??????? ??????: ????? ???????? ????? ??????? ???? ??????? ????? ?????? ?????? ?????? ??????? ????????, ??? ?????? ????? ?????? ???????? ?????.

?? ?????? ??????? ?????????? ?????? ???????

  1. ????? ?????? ????? ????? (BMS - Building Management System): ?????? ????? ?????? ????? ??????? ????? ?????? ?? ?????, ????????, ?????? ?????? ????? ?? ??????.
  2. ????? ??????? ??????????? IoT: ??????? ?????? ???? ????? ??????, ????? ?????? ?????? ?????? ??????? ??????? ?? ???? ?????? ??????? ?????.
  3. ????? ?????? ??????? ?????????: ???????? ??????? ????? ??????, ????? Wi-Fi ??????? ??????? ????? ????? ?? ?????? ??????.
  4. ????? ??????? ????????: ????? ?????? ????? ?????, ????? ????? ???? ????? ?????? ??????? ?????? ??? ?????? ????????.
  5. ?????? ???? ?????: ????? ?????? ????, ??????? ????? ?? ????????? ?????? ????? ?????? ???????.

??????? ?????? ????? ??????

  1. ???? ?????: ????? ??? ??? ???? ????? ???????? ?????? ?????? ?????, ????? ????? ??????? ?? ??????? ??????? ?????? ?????????.
  2. ????? ?????? ??????? ?????: ????? ??????? ???? ???? ?? ??????? ?? ?????? ?????? ?????? ????? ?????? ????.
  3. ????????? ??????: ????? ????? ?????? ????? ??????? ?????? ???? ?? ????????, ?? ????? ?? ????? ?????????? ?????.

???? ???? ????? ?????? ??????? ?? ??????

  1. ????? ??????? ?????? ?????: ????? ?? ?????? ?????????? ??????? ?????? ????? ??? ????? ????? ???? ????? ??? ???? ??????.
  2. ????? ??????: ??????? ?????? ?????? ??????? ?????, ??? ?????? ?????? ?? ?????? ???? ?????, ????? ??? ????? ??????? ??????.
  3. ???? ????? ????????: ????? ??? ??????? ????????, ????? ?????? ?? ???????? ?? ?????? ?????? ?????? ?????????.
  4. ?????? ??? ??????: ???? ???????? ??????? ??????? ?????? ???????? ?????, ??? ?????? ??????? ?????? ?????? ?????? ??????.

???????? ?? ????? ????? ??????

  1. ????? ?? ??? ????: ??? ???????? ????????? ???? ????? ?? ????? ??? ?????? ?? ???? ??????.
  2. ?????? ??????? ????????: ?????? ????? ?????? ?????? ??????? ?? ?????? ???????.
  3. ????? ?????? ????????: ????? ???????? ?????? ????? ????? ????? ??????? ??? ????? ??????.

?????

????? ????? ?????? ??? ?? ?? ???? ????? ??????, ??? ?? ??????? ????? ????????. ???? ????? ??????? ?????? ?? ?????? ??????? ?????? ????? ?? ???? ????? ???? ???? ???? ?? ?????? ??????????? ????? ?? ????????? ???? ????? ??????.

????? ????? ????????? ?? ??? ???????

??? ???? ??????? ?????? ???????


?????? ?????? ?????? ?????? ???? ?????? ?????? ????? ?????? ???????. ????? ??? ????? ????????, ?????????? ?????, ??????? ?????? ?????? ???????, ????? ??? ????? ?????? ?????? ??????? ?? ????? ?????????. ??? ??????? ??????? ????? ?????? ??????? ???????:

1. ?????? ????????: ??????? ??????? ?????

  • ??????? ?????? ??????? ?????? ?????????: ???? ????? ??????? ?????? ?????? ?????? ???, ????? ??????? ????????, ?????? ?????? ????????? ????? ???? ?? ???? ????.
  • ????? ???????: ?????? ???????, ????? ????? ?????? ????? ?????? ??-????????, ??? ????? ?? ???? ?????, ??????, ????, ?? ?????? ????????.

2. ????? ???? ?????? ?????

  • ????? ??? ?????? ?? ?????? ????? ??????: ??????? ????? ?????? ??????? ???????????, ?????????, ?????????? ?????? ????? ?? ???? ????? ?? ??????? ?????? ????.
  • ?????? ?????? ?????: ??????? ????? ?????? ????? ???? ???? ???? ??????, ????? ??????? ??????? ???????? ?????? ?????.
  • ????? ??? ????: ?????? ?????? ?? ??????? ?????? ???? ????? ?? ????, ?? ????? ?? ?????? ?? ??????.

3. ???????? ????? ??????

  • ????? ???? ????? ???????????: ??????? ???????? ??????? ?? ???? ???? ?????? ?? ????? ?????? ??????? ??? ?????? ????? ?????? ??????.
  • ????? ??????: ????? ???????? ??????? ?????? ????? ???? ????? ????? ?????????, ?????? ??????? ???????.

4. ???????? ??? ??????? ???????

  • ??????? ??????? ?? ???? ?????: ?????? ?????? ????? ?????? ????? ???? ???????, ??????, ?? ???? ????, ?????? ??????? ???? ?? ????? ???????.
  • ????? ?????????: ???? ???????, ?????? ????? ????? ?????? ???? ?? ??????, ?????? ?? ?? ??????? ??????? ?????????? ???????.

5. ????? ???????

  • ?????? ???????: ?????? ??????? ??????? ???? ?????? ???? ???????? ?????? ?????? ??????????, ????? ???????.
  • ?????? ???????????: ??????? ??????? ???? ??????? ?????? ????? ?????? ????? ???? ?????? ?????? ?????.

?????

?????? ?????? ?????? ?????? "?????? ?? ???? ????" ??? ??????? ?? ????? ???? ???????. ???? ????? ??? ????? ???? ???????? ????? ?? ?????? ?????? ????? ???????? ????? ??????. ??? ???, ??? ??????? ?????? ???????, ??????? ??????????, ???????? ??????? ?????? ????? ????????? ?????? ?????, ?? ??????? ??????.


????? ????? ????????? ?? ??? ???????

????? ??????? - ??"? ?'


???? ????? ??????????? ???: ????? ?????? ????? ???? ?????? ??? ????

????? ??????

?????? ???? ?????????? ????, ????? ???? ????? ?????? ?????? ????? ???? ?????? ??? ??? ???? ???? ???? ?? "???? ????". ????? ????? ?? ????, ????? ???????? ???????????, ??????? ?????? ?????? ???? ?????? ?????????? ??????? ?????? ?? ?? ????? ???? ????? ??????? ??????? ?????? ??????? ?????? ????????. ???? ???? ?????? ?????, ????? ?????????? ??????? ????????? ??????? ?? ??????, ??????? ?????? ??????? ?? ????? ????.

????? ?????: ????? ?? ?????? ?????? ?????? ?? ??? ?????? ?????? ??????.

???? ?????

1. ????? ??? ?????? ??????: ??? ???????

1.1. ????? ????????:

  • ????? ?????? ?? 14% ?????? ???"? ???? ??????? ??????? (???"?: 24%, ??????: 18%, ??? ??? ????? 2024).
  • ????? ??????? ??????? ?????? ?????? ??? ????? ????? ????????.

1.2. ????? ??????:

  • ?????? ????? ?????? ???? ??: ?-20% ??????, ?? ????? ?????.
  • ????? ???? ??????? ???? ??????.
  • ???? ????: ????? ?-67,000 ????? ?????? ???????? ?"? ???? ?????? ?? ????????.

2. ????? ?????????? ??????? ?? ??? ???????

2.1. ???? ???????? (AI):

  • ????? ???? ????? ????? ?????? ??????? ?????? ???? ???? ????.
  • ????? ????? ??????? ????? ??????? ????? ??????? ????? ???????.

2.2. ?????????? ??????? ?????:

  • ????? ??????? ????? ???????? ?????????? ????? ?????, ??? Slack ?-Zoom, ????? ?? ?????? ????? ????? ??????.

3. ????? ???????? ?????? ?????? ??????

3.1. ???? ??????:

  • ???? ?????? ???????? ???? ?-40%-60% ???????.
  • ????? ?????? ??????? ?????? ????? ????? ????? ???? ?? ????? "?????? ??????".

4. ?????? ????? ?????? ??????

4.1. ????? ?????? ?????:

  • ????? ????? ??? ????? 2022: 7.6% (??? ??????? ????????, ??' 27).
  • ????? ?????, ????? ????? ????? ?????? ????-?????? ????? ?? ??????? ?????? ????? ?? 9%-10%.

4.2. ???? ??? ????:

  • ????? ?????? ???? ????? ???? ???? ????? ??????? ???????? ??????? ??????.

5. ?????? ??? ???? ????? ?????? ???????


??? ????

6. ?????? ???????

  • ????? ???????: ????? ?? ????? ??????? ??? ??????? ?????????:??? ??????? ???? ???? ?? ???? ????.????? ????? ?????????? ??????? ????? ?? ??????.?????? ????? ?????? ?????? ????? ???????.
  • ??????:????? ???????? ???? ?????? ????? ???? ???? (????, ?????? ??????).????? ?? ????? ?????? ???????? ????? ????????? ??????? ?????.

7. ??????

  • ????? ??? ????? 2022 ?-2024.
  • ????? ?????? ????? ???? ??????? ??? ????.
  • ????? ?????????? ?????? ????????: ?????? ???????.

?????: ??? ?????? ?????? ?????? ????? ?????? ?? ??? ???????, ?????? ?????? ??????? ????? ??????.


????? ??????? - ??"? ?

??? ?????? ??????: ????? ?????? ????? ???? ?????? ??? ????

????? ??????

????? ??????

?????: ?????? ?????? ??????? ???? ?? ?????? ???? ??? 12-18 ??????

????? ?????? ???????

  1. ??? ??????? ???? ??????????? ?????? ??????: ?????? ?????????? ????? ???????? ????? ????? ????????? ????? ???????? ????? ???? ????????
  2. ??????????? ??????? ???????: ????? ?? 14% ?????? ????"? ????? ?????? ????? ?? 24% ?????? ?????? ????"? ?????? ????? ?????? ??? ?? ??? ??????
  3. ??????? ???????: ???? ???? ??????? ?? ?????? ?????? ?????? ????? ??????

????? ?????

?? ????? ???? ?? ??????? ???? ??. ?? ????? ???? ??? 12-18 ?????? ??? ???? ???? ??? ???????? ???? ???????.

??? ????

1. ????? ?????????? ?? ???? ????

????? ???????

  • ????? ??????? ????? ????? ???? ??????
  • ????? ?????? ?????
  • ????? ????? ??????????? ?????? ?????? ????? ?????????

?????? ???????

  • ????? ????? ???? ?? ?? 30-40%
  • ?????? ??????? ??????? ?????
  • ?p??? ??????? ?????? ?? ?????

2. ????? ????? ????????? (AI)

?????? ?? ??? ???????

  • ???????? ?? ???????
  • ????? ??? ???
  • ????? ?????? ????? ???????

?????? ?? ????? ??????

  • ????? ?????? ??????
  • ????? ?????????
  • ????? ????? ?????

3. ?????? ????? ???? ?????

????? ??? ?????

  • ??? ?????? ??????? ?????? ????? ?? 2022: ????? ????? ?? 7.6%
  • ??? ?????? ??????? ?????? ?????? ?? 2024: ????? ?? 14% ?????? ???"? ???? ????? ????? ?? 24% ?????? ?????? ????"? ????? ?? 18% ???????

?????? ???????

  • ?????
  • ????? ????? ?????
  • ????? ??????????
  • ???? ?????? ????

4. ????? ????????

???????? ???????

  • ????? ????? ????? ???????
  • ?????? ????? ?????
  • ????? ????? ???? ??????

?????? ?? ???"? ?????

  • ????? ?????? ????? ???? ????????
  • ???? ????? ????? ??????
  • ????? ?????? ?????? ????? ?????

5. ?????? ????? ???? ??????

????? ???????

  • ????? ??????? ?????
  • ??? ?? ??? ??????
  • ???? ???? ???? ???????

?????? ???????

  • ????? ?? ?? 15-20% ???? ??????
  • ?????? ????? ?????? ?-60% ????? ????? ??????

6. ???? ?????? ????

????? ???

  • ????? ???????? ?????
  • ???? ???? ???????
  • ????? ?????

7. ????? ??? ??????

????? ????????

  • ????? ???? ????
  • ???? ?????? ?????
  • ??????? ?????????? ??????

???? ??? ????


??? ????

?????? ??????

  1. ????? ?????? ??? 12-18 ??????
  2. ?????? ??????
  3. ????? ?????????
  4. ???? ???? ?????
  5. ?????? ????? ???????

?????

???? ????? ?? ?????? ????? ?????? ???????. ???? ?????? ????? ?? ?????? ????????? ???? ???????, ??????? ????? ???? ????????? ?????.

????? ?????: ????? ?????? ????? ?? ????

????? ????? ????????? ?? ??? ???????

?????? ??????? ?????? ??? ???? ??????? ????? ??????? ????, ?????? ?????? ???????? (AI) ???? ?? ??? ?????? ????? ?????. ?????? ?? AI ?? ?????? ????? ??? ????? ?????? ??????? ????? ????? ??????, ???? ???? ???? ?? ?????? ??? ?????? ????? ?? ???? ??? ???????.

???? AI ????? ?????? ??????? ???????

  1. ???????? ?? ???????: AI ?????? ??????? ???? ????? ????? ?????? ?????? ????, ??? ????????????, ????? ??????, ????? ??????, ?????? ?????? ??????? ?? ????????.
  2. ????? ????? ????? ???????: AI ?????? ????? ????? ??????? ???? ????????? ?????????? ?????????, ?? ?????? ?? ????? ??????? ????? ?????? ???? ????.
  3. ????? ?????? ??????: ?????? ????? ????? ??????? AI ??????? ????? ??? ???? ?? ????? ?????? (??? ?????? ???????), ?? ?????? ?????? ???? ??????.

?? ?? ???? ?? ???? ????? ???? ????????

  1. ????? ?? ??????: ?? ????? ?????? ?????, ???? ????? ?????? ??????? ????? ???????? ???? ?? ??????.
  2. ??????? ??????? ???????: ?? ????? ???????, ???? ????? ?????? ????? ????? ?? ?????? ???????? ?????, ??? ??????, ???? ????? ???????, ?? ????? ????? ?????????.
  3. ????? ?? ???? ??????: ????? ?????? ?????? ????? ????? ?????? ????? ??????, ?????? ??????? ???? ?? ???? ????.

????? ????????? ?? ?? ???? ?? ???? ??????, ??? ?? ?????? ?????? ?? ????? ???????. ????? ?? ????? ???? ????? ??????? ?????? ??????? ????? ?? ??????? ??????????? ????? ????.

????? ???? ??????? ????? ????? ?????.

?????? AI ?? ??? ??????, ??????? ?? ?? ??? ???????, ?? ???? ?????? ?????? ????? ?? ???? ????"? ??????. ???, ??? ????? ??? ????? ?????? ????? ?????? ????? ????? ???????? ????, ????? ???? ????? ???? ??????? ???? ?????? ??????.

????? ?? ????? ????? ?????? ?? ?????? ???????


?????, ???? ???? ?????? ????? ????????? (AI) ?? ??? ?????? ????? ????? ????? ????? ?????? ???????. ?? ??????? ????????? ?????? ????? ???? ??? ?????? ??????, ??? ????? ???? ?? ?????? ??? ????? ???????? ?????? ?????, ???? ??????? ??????? ??????? ???? ????????.

????? ??, ?????? ?? ?????? ?????? ?????? ?????, ?????? ???????, ?????? ?????????, ????? ??????:

  • ?????? ??????? ??????? ????????.
  • ?????? ?????? ?????? ????? ????? ??????? ??????? ???? ??????.
  • ????? ?????? ???????? ??????? ?????? ????? ????????? ???.

???? ????? ???????? ???? ??????? ?????? ?????? ????? ???, ??? ???? ?????? ?????? ???? ???? ????, ?? ?????? ??????? ?????????? ????? ????? ???????? ???????? ???????.

"??? ???"

???????? ?? "??? ???" ???????? ?????? ????? ?????????? ???????, ??? ???? ???????? (AI), ??????? ?? ?????? (IoT), ????? ????, ??? ????? ?? ??????, ???? ?? ?????? ???????, ??????? ??????. ??? ??? ???? ?? ???? ????, ??? ????? ?????? ?? ?????????? ????? ??????? ????? ????? ?????? ????? ?????? ??????.

???????? ??????? ?? ??? ???

1. ?????????? ????? ???????

  • ?????? ????????? ?????? ???? (BMS - Building Management Systems): ??????? ????? ?????? ????? ?? ?????? ??? ?????, ????? ?????, ?????, ??????? ?????, ??? ?????? ??????? ?????? ???????.
  • ?????? ????? ?????? AI: ??????? ?????? ???? ??? ???? ????? ??????????? ????? ???????? ?? ???? ?????? ???? ??? ????.

2. ?????? ??????? ???????

  • ?????? ????? ?????? ??????: ?????????? ???????? ?? ????? ????? ????? ????? ??????, ????, ????? ??????? ?? ????? ??????? ?? ??????? ?? ????? ???????? ??? ??????.
  • ????? ??????? ??????: ????? ?? ????? ????????, ????? ??????, ??????? ?????? ?????.

3. ?????? ????? ?????? ?????

  • ???? ?????? AI: ?????? ??????? ?????? ???? ??????, ???? ???? ?????, ?? ????? ?????? ?? ????? ?????? ?????????? ????? ?????????? ???????.
  • ????????? ?????: ??????? ?? ???? ??????? ?????? ?? ?????? ??? ?????????, ???????? ?????????? ???? ????? ???? ?? ????? ??????.

4. ????? ??????

  • ????? ???? ?????????: ?????? ????? ???????? ?? ????? ??????? ??? ???? ???????? ??????.
  • ???? ???? ???: ?????? ????? ???????? ??????? ????? ??????? ?? ?????? ??????.

5. ?????? ??????? ??????

  • ????????? ?? ?????: ????? ????????? ????? ?????? ???????? ??? ???? ???????, ????, ????? ??????? ?? ????? ????? ?????? ????? ???? ???? ???????.
  • ?????? ????????? ???????: ????? ??????? ??????, ????? ??????? IoT, ??????? ??????????? ??????? ??? 5G.

??? ??? ??? ?????

  1. ????? ?????? ????????: ????? ???????? ?????? ????? ???????? ?????? ??????????? ???????? ????.
  2. ?????? ???????: ?????????? ????? ??????? ?????? ?????? ???????.
  3. ????? ??? ????: ????? ??? ???? ?? ???? ????? ??? ?????? ??? ???? ?????? ???????.

?????

??? ??? ??? ???? ???? ?"???? ?? ????? ????????". ????? ?????? ????? ??? ?????? ?????? ??????????, ????? ????? ????, ??-????? ?????? ?????? ????? ?????????. ???? ???? ????? ????????, ????? ????? ?? ?? ?? ???? ???? ?????? ??? ?? ???????? ?????? ????? ??????.

?????? ???? ?????? ?????? ?????, ?? ?? ???? ?????? ????? ????? ????? ?????? ??? ???"? ???????, ?? ????? ?????? ????. ????? ???????? ????? ?????? ???????? ????????? ???????? ?"????? ?????," ????? ????? ??????? ??? ?? ????, ??????, ???? ??.

???????? ?? ??????? ????? ?????? ??????

  1. ?????? ????? ??????? ?????? ?????? ?????, ??? ??????? ???? ??? ???? ?? ToHa, ?????? ?????? ?????? ?????, ????? ????? ??????? ???????? ?? ?????????? IoT ????? ????????.
  2. ?????? ??????? ??????? ??? ??????? ?????? ????? ????? ????? ??? LEED (Leadership in Energy and Environmental Design). ??????, ???????? ??? ???? ?????? ?????? ?????? ????? ??????? ???? ?????.
  3. ????? ??????? ????? ???????? ????? ?????? ????????? ???????? ???????? ??????? ???? ???? ??????? ??????, ??? ????? ???? ??????, ???? ?? ???????? ???? ??????, ?? ????? ?? ?????.
  4. ????? ???? ??????? ?????? ??? ???? ????? ???? ?? ?? ????? ??????? ?????, ??????? ?????? ????? ??????? ????? ???? ???????? ?????????.
  5. ?????? ?????????? ??????? ????? ??? ToHa ????????? ??????? ?????? ??????????? ???????, ???? ????? ????? 5G, ?????? IoT, ???????? ????? ??????? ?? ?????? ?????? ???? ???.

????? ???? ???????

  • ??????? ?????? ?????? ?????: ????? ?????, ????? ??????????, ?????? ?????????? ?????? ???? ????? ?????? ????? ???????? ????? ?????? ?????? ????.
  • ????? ??????? ??????: ??? ??????? ???????? ?????? ??????? ?????????? ??? ??????? ?? ?????? ?????? ??????.
  • ??? ???? ????????: ???? ?????? ???? ?? ????? ???????? ?????? ????, ????? ????? ????????? ????? ????? ???? ?????.

?????? ???? ??????

  1. ???? ????? ????? ????? ?????????? ????? ?????? ?????? ????? ?????? ?????, ?? ?????? ??? ????? ??????.
  2. ?????? ????? ????? ?? ?? ??????? ?????? ???????? ?? ????? ???, ?? ?????? ???? ??????.
  3. ??????? ?? ????? ????? ?????? ?????? ?????, ??? ????? ??????? ?????? ????? ???? ????? ????.

??? ?????

?? ??????? ????? ??? ????? ????????, ????? ???????, ??????????? ???????, ???? ???? ??????? ?????? ?????? ???? ???????? ????? ???????. ??? ????? ?????, ?? ????? ?????? ?????? ????? ????????? ????? ??? ?????? ????????? ???????? ?????? ??????.

?? ???? ?????? ??? ??????? ??????? ???? ????? ?????-ai ????? ???? ???? ??????

?????? ??????? ?????? ??? ??? ???? ??????? ????? ??????? ????, ?????? ?????? ???????? (AI) ???? ?? ??? ?????? ????? ?????. ?????? ?? AI ?? ?????? ????? ??? ????? ?????? ??????? ????? ????? ??????, ???? ???? ???? ?? ?????? ??? ?????? ????? ?? ???? ??? ???????.

???? AI ????? ?????? ??????? ???????

  1. ???????? ?? ???????: AI ?????? ??????? ???? ????? ????? ?????? ?????? ????, ??? ????????????, ????? ??????, ????? ??????, ?????? ?????? ??????? ?? ????????.
  2. ????? ????? ????? ???????: AI ?????? ????? ????? ??????? ???? ????????? ?????????? ?????????, ?? ?????? ?? ????? ??????? ????? ?????? ???? ????.
  3. ????? ?????? ??????: ?????? ????? ????? ??????? AI ??????? ????? ??? ???? ?? ????? ?????? (??? ?????? ???????), ?? ?????? ?????? ???? ??????.

?? ?? ???? ?? ???? ????? ???? ????????

  1. ????? ?? ??????: ?? ????? ?????? ?????, ???? ????? ?????? ??????? ????? ???????? ???? ?? ??????.
  2. ??????? ??????? ???????: ?? ????? ???????, ???? ????? ?????? ????? ????? ?? ?????? ???????? ?????, ??? ??????, ???? ????? ???????, ?? ????? ????? ?????????.
  3. ????? ?? ???? ??????: ????? ?????? ?????? ????? ????? ?????? ????? ??????, ?????? ??????? ???? ?? ???? ????.

??? ???? ????? ?? ???

?????. ????? AI ?? ??? ??????? ??? ?? ?? ???? ???? ?????? ??? ?? ???? ??????? ?? ????? ???????, ????? ???????, ???? ?????, ??????. ????? ????? ?? ?????? ??????? ?????? AI ????? ??? ????? ????? ?????? ?? ???????? ??????? ?? ????.

???? ???? ??? ??????

  • ??-????? ???????: "????? ????? ????????? ?? ??????: ???? ??????, ???? ???????"
  • ?????? ??????? ??????: ???? ?????? ??????? ?? ????? ???????? ????? ???????? ?? ??? ??????.
  • ??????? ???????: ????? ???? ???? ????? ???????? ?????? ?????? ???? ????, ??? ??????? ??????? ??????? ?????? ????????????.

?????

????? ????????? ?? ?? ???? ?? ???? ??????, ??? ?? ?????? ?????? ?? ????? ???????. ????? ?? ????? ???? ????? ??????? ?????? ??????? ????? ?? ??????? ??????????? ????? ????.


???? ??????? ?????? ?? ????? ????, ?????? ?? ????? ???? ??????? ???????? ?? AI ?? ??? ???????. ????? ??????? ??????? ??? ??? ??????? ?????????? ??????, ??? ??????? ?? ????? ??? ?? ?????, ????? ?? ??????? ??????? ??? ????? ???? ??????? ????? ????? ?????.

?????? AI ?? ??? ??????, ??????? ?? ?? ??? ???????, ?? ???? ?????? ?????? ????? ?? ???? ????"? ??????. ???, ??? ????? ??? ????? ?????? ????? ?????? ????? ????? ???????? ????, ????? ???? ????? ???? ??????? ???? ?????? ??????.


?????, ???? ???? ?????? ????? ????????? (AI) ?? ??? ?????? ????? ????? ????? ????? ?????? ???????. ?? ??????? ????????? ?????? ????? ???? ??? ?????? ??????, ??? ????? ???? ?? ?????? ??? ????? ???????? ?????? ?????, ???? ??????? ??????? ??????? ???? ????????.

????? ??, ?????? ?? ?????? ?????? ?????? ?????, ?????? ???????, ?????? ?????????, ????? ??????:

  • ?????? ??????? ??????? ????????.
  • ?????? ?????? ?????? ????? ????? ??????? ??????? ???? ??????.
  • ????? ?????? ???????? ??????? ?????? ????? ????????? ???.

???? ????? ???????? ???? ??????? ?????? ?????? ????? ???, ??? ???? ?????? ?????? ???? ???? ????, ?? ?????? ??????? ?????????? ????? ????? ???????? ???????? ???????.


???????? ?? "??? ???" ???????? ?????? ????? ?????????? ???????, ??? ???? ???????? (AI), ??????? ?? ?????? (IoT), ????? ????, ??? ????? ?? ??????, ???? ?? ?????? ???????, ??????? ??????. ??? ??? ???? ?? ???? ????, ??? ????? ?????? ?? ?????????? ????? ??????? ????? ????? ?????? ????? ?????? ??????.

???????? ??????? ?? ??? ???

1. ?????????? ????? ???????

  • ?????? ????????? ?????? ???? (BMS - Building Management Systems): ??????? ????? ?????? ????? ?? ?????? ??? ?????, ????? ?????, ?????, ??????? ?????, ??? ?????? ??????? ?????? ???????.
  • ?????? ????? ?????? AI: ??????? ?????? ???? ??? ???? ????? ??????????? ????? ???????? ?? ???? ?????? ???? ??? ????.

2. ?????? ??????? ???????

  • ?????? ????? ?????? ??????: ?????????? ???????? ?? ????? ????? ????? ????? ??????, ????, ????? ??????? ?? ????? ??????? ?? ??????? ?? ????? ???????? ??? ??????.
  • ????? ??????? ??????: ????? ?? ????? ????????, ????? ??????, ??????? ?????? ?????.

3. ?????? ????? ?????? ?????

  • ???? ?????? AI: ?????? ??????? ?????? ???? ??????, ???? ???? ?????, ?? ????? ?????? ?? ????? ?????? ?????????? ????? ?????????? ???????.
  • ????????? ?????: ??????? ?? ???? ??????? ?????? ?? ?????? ??? ?????????, ???????? ?????????? ???? ????? ???? ?? ????? ??????.

4. ????? ??????

  • ????? ???? ?????????: ?????? ????? ???????? ?? ????? ??????? ??? ???? ???????? ??????.
  • ???? ???? ???: ?????? ????? ???????? ??????? ????? ??????? ?? ?????? ??????.

5. ?????? ??????? ??????

  • ????????? ?? ?????: ????? ????????? ????? ?????? ???????? ??? ???? ???????, ????, ????? ??????? ?? ????? ????? ?????? ????? ???? ???? ???????.
  • ?????? ????????? ???????: ????? ??????? ??????, ????? ??????? IoT, ??????? ??????????? ??????? ??? 5G.

??? ??? ??? ?????

  1. ????? ?????? ????????: ????? ???????? ?????? ????? ???????? ?????? ??????????? ???????? ????.
  2. ?????? ???????: ?????????? ????? ??????? ?????? ?????? ???????.
  3. ????? ??? ????: ????? ??? ???? ?? ???? ????? ??? ?????? ??? ???? ?????? ???????.

?????

??? ??? ??? ???? ???? ?"???? ?? ????? ????????". ????? ?????? ????? ??? ?????? ?????? ??????????, ????? ????? ????, ??-????? ?????? ?????? ????? ?????????. ???? ???? ????? ????????, ????? ????? ?? ?? ?? ???? ???? ?????? ??? ?? ???????? ?????? ????? ??????.


?????? ???? ?????? ?????? ?????, ?? ?? ???? ?????? ????? ????? ????? ?????? ??? ???"? ???????, ?? ????? ?????? ????. ????? ???????? ????? ?????? ???????? ????????? ???????? ?"????? ?????," ????? ????? ??????? ??? ?? ????, ??????, ???? ??.

???????? ?? ??????? ????? ?????? ??????

  1. ?????? ????? ??????? ?????? ?????? ?????, ??? ??????? ???? ??? ???? ?? ToHa, ?????? ?????? ?????? ?????, ????? ????? ??????? ???????? ?? ?????????? IoT ????? ????????.
  2. ?????? ??????? ??????? ??? ??????? ?????? ????? ????? ????? ??? LEED (Leadership in Energy and Environmental Design). ??????, ???????? ??? ???? ?????? ?????? ?????? ????? ??????? ???? ?????.
  3. ????? ??????? ????? ???????? ????? ?????? ????????? ???????? ???????? ??????? ???? ???? ??????? ??????, ??? ????? ???? ??????, ???? ?? ???????? ???? ??????, ?? ????? ?? ?????.
  4. ????? ???? ??????? ?????? ??? ???? ????? ???? ?? ?? ????? ??????? ?????, ??????? ?????? ????? ??????? ????? ???? ???????? ?????????.
  5. ?????? ?????????? ??????? ????? ??? ToHa ????????? ??????? ?????? ??????????? ???????, ???? ????? ????? 5G, ?????? IoT, ???????? ????? ??????? ?? ?????? ?????? ???? ???.

????? ???? ???????

  • ??????? ?????? ?????? ?????: ????? ?????, ????? ??????????, ?????? ?????????? ?????? ???? ????? ?????? ????? ???????? ????? ?????? ?????? ????.
  • ????? ??????? ??????: ??? ??????? ???????? ?????? ??????? ?????????? ??? ??????? ?? ?????? ?????? ??????.
  • ??? ???? ????????: ???? ?????? ???? ?? ????? ???????? ?????? ????, ????? ????? ????????? ????? ????? ???? ?????.

?????? ???? ??????

  1. ???? ????? ????? ????? ?????????? ????? ?????? ?????? ????? ?????? ?????, ?? ?????? ??? ????? ??????.
  2. ?????? ????? ????? ?? ?? ??????? ?????? ???????? ?? ????? ???, ?? ?????? ???? ??????.
  3. ??????? ?? ????? ????? ?????? ?????? ?????, ??? ????? ??????? ?????? ????? ???? ????? ????.

??? ?????

?? ??????? ????? ??? ????? ????????, ????? ???????, ??????????? ???????, ???? ???? ??????? ?????? ?????? ???? ???????? ????? ???????. ??? ????? ?????, ?? ????? ?????? ?????? ????? ????????? ????? ??? ?????? ????????? ???????? ?????? ??????.

??, ?? ????? ???????? ??? ????? ????? ?????? ?????, ?????? ?????? ?????? ????? ??????? ?? ?????, ??????, ?????? ?????? ??????. ??? ?? ???, ????? ???? ?????? ?????? ???????? ?????? ??????, ?? ?? ????? ?????? ???????.

?????? ??????? ??? ????? ????? ?????? ?????

1. ?????? ???????

  • ????? ?????: ?????? ?????? ????? ??????? ?? ??? ????? ???? ??????, ????? ??????? ??????, ??????? ?????? ?????? (???? ????? ????????).
  • ????? ?????: ??????? ??????????? ??? ??????? ????? ???????? ??? ????? ?? ?????? ???????? ???? ???, ??????: ????? ????? ??????? ????? ?? ?????? ??????? ?? ????? ?????? ????? ????? ??????.

2. ????? ?????? ????

  • ????? ?????: ????? ?????? ?????? ???, ????? ?????, ?????? ???? ??????? ??????, ??????: ????? ?? ????? ??????.
  • ????? ?????: ??????? ????? ??? ?? ?????? ????? IoT ?-AI, ????, ???? ???? ?????? ??? ?? ????? ????? ????? ????? ?????.

3. ????? ??????? ?????

  • ????? ?????: ??? ?? ????? ?????, ??????, ????? ??????? ????? ?????? ????? ?????? ????? ?????? ???????.
  • ????? ?????: ?????? ?????? ????? ?????? ????? ??? ?????????? ??????? ??? ????????? ?????? ?????? ??????????, ?? ????? ??????? ?????? ?????.

?????? ???????

???? ????????? ????? ????????

  • ????? ?????: ?????? ????? ?????????? ?????? ???? ?????? ?? ?????? ??????? ????? ????? ?? ???? ????.
  • ????? ?????: ??????? ?????????? ?????? ????? ?????? ??????? ?????? ????? ??????, ?????, ???????.

????? ?????? ??????

  • ????? ?????: ??? ???? ????? ?????? ??????, ???? ???? ????? ?????? ?????? ?????? ???? ???? ??????? ?????? ???????.
  • ????? ?????: ?? ???? ????? ??????? ????? ?????? ????? ??? ???????, ?????? ????? ?????????.

?????? ??? ????? ????? ?????? ?????

?????? ????, ????? ????? ?????? ????? ??????? ?????? ??????? ??? ?? ???-????? ??? ??????? ?????????. ?????? ??? ?????:

  • ????? ??????? ????????: ?????????? ????? ?????? ????? ???? ?????? ?????? ????? ?????? ?????? ?????? ??????? ???????.
  • ????? ??? ????: ????? ??????? ??? ?????? ?????????? ?????? ???? ?????????? ??????? ????????? ????????.

????? ?????? ??????

??????? ??? ToHa ??? ???? ?? ????? ?????? ???????? ??????? ?? ????? ????? ??? ????? ???. ????? ????? ??????? ???-????? ??????? ???? ?? ??????? ???????? ??? ??????? ?????? ?????, ?? ?????? ?? ????? ?? ?????? ??? ?????.


???? ??????: ????? ????? ????? ????? ?????

?????

????? ????? ?????? ????? ??????? ?? ?? ?? ????? ??????, ?????? ??????? ?? ??? ?????? ?????? ???? ?????? ?? ?????? ????????, ???? ?????? ??????? ?????????? ????. ?????, ???? ???? ??????? ????? ??????? ???? ????"? ??????.

????? ????? ?????? ????? ???? ?????? ??? ??????? ?? ?? ??. ???? ?????? ????? ?????? ??????? ?????? ?? ??????, ????? ????? ?????? ?????????? ??????? ???????? ????? ??????? ?????. ?????? ??? ?????? ???? ????? ???????? ??????? ????????? ?? ?????? ???????? ????.



?????? ?????? ?????? ?????? ????? ??? ??? ????
"The Office Bubble Has Burst"


?????: ??????, 24.12.2024 ?????? ??' 3707






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