ื‘ื™ื–ื ืก AI

ื“ื ื™ืืœ ืื™ืœื™ืื’ื•ื™ื™ื‘

ืฆื•ื•ืช ื”ืขืจื™ื›ื”

ืžืขืจื›ืช ื‘ื™ื–ื ืก AI ืขื•ืงื‘ืช ืื—ืจ ืขื•ืœื ื”ื‘ื™ื ื” ื”ืžืœืื›ื•ืชื™ืช ื•ื”ืื•ื˜ื•ืžืฆื™ื” ื•ืžื‘ื™ืื” ืœื›ื ืกื™ืงื•ืจ ืขื•ืžืง ืขืœ ื›ืœื™ื, ืกื•ื›ื ื™ื, ืขืกืงื™ื ื•ืจื’ื•ืœืฆื™ื” โ€” ืขื ื“ื’ืฉ ืขืœ ื”ืžืฉืžืขื•ืช ืœื™ืฉืจืืœ. ื”ื›ืชื‘ื•ืช ื ื—ืงืจื•ืช ืžืžืงื•ืจื•ืช ื’ืœื•ื‘ืœื™ื™ื ืืžื™ื ื™ื, ื ื›ืชื‘ื•ืช ื•ืžืชื•ืจื’ืžื•ืช ื‘ืขื–ืจืช ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื•ืขื•ื‘ืจื•ืช ื‘ืงืจื” ืื ื•ืฉื™ืช ืœืคื ื™ ื”ืคืจืกื•ื.

BusinessAI

Software developer reviewing code on a tablet in a modern office workspace
ืžืžื—ืงืจ

ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช 2026: ืื™ืš ืขืกืงื™ื ืงื˜ื ื™ื ืžืจื•ื•ื™ื—ื™ื

ืžื“ื“ ืžื’ืžื•ืช ื”ืขื‘ื•ื“ื” ืฉืœ Microsoft ืœืฉื ืช 2026 ื—ื•ื–ื” ืฉื”โ€‘AI ืชื”ืคื•ืš ืœืฉื•ืชืคื” ืืžื™ืชื™ืช, ืชื•ื‘ื™ืœ ืœืื•ื˜ื•ืžืฆื™ื” ืกื•ื›ื ืช, ืื‘ื˜ื—ื”โ€‘ื‘โ€‘ืชื›ื ื•ืŸ, ื•ื”ื—ื–ืจ ROI ืžื”ื™ืจ ืœืขืกืงื™ื ื™ืฉืจืืœื™ื™ื.

3 ื“ืงื•ืช ืงืจื™ืื”
Man working on a laptop with AI software displayed on the screen
ืžืžื—ืงืจ

ืื™ืš AI ืžืฉืคืจ ืืช ืžื—ืงืจ ื”ืžื“ืข ื‘ื™ืฉืจืืœ

DeepMind ื”ืฆื™ื’ื” ืืช Coโ€‘Scientist, AI ืžื‘ื•ืกืก Gemini ืฉืžืกื™ื™ืข ืœื—ื•ืงืจื™ื ืœืชื›ื ืŸ ื ื™ืกื•ื™ื™ื ื•ืœื›ืชื•ื‘ ืžืืžืจื™ื, ื•ืžืื™ืฅ ืืช ืชื”ืœื™ืš ื”ื’ื™ืœื•ื™ ื”ืžื“ืขื™.

3 ื“ืงื•ืช ืงืจื™ืื”
Close-up of a computer screen displaying HTML code
ืžืžื—ืงืจ

ืื•ื˜ื•ืžืฆื™ื” ืœืขืกืงื™ื ืงื˜ื ื™ื: ื“ื—ื™ืกืช ื”ืงืฉืจ 16ร— ื—ื•ืกื›ืช ื›ืกืฃ

ื—ื•ืงืจื™ื ื”ืจืื• ื“ื—ื™ืกื” ืฉืœ 16โ€‘ืคืขืžื™ื ืœืงืœื˜ ืฉืœ ืžื•ื“ืœื™ื ื’ื“ื•ืœื™ื ื‘ืœื™ ืœืื‘ื“ ื“ื™ื•ืง, ืžื” ืฉืžื•ื‘ื™ืœ ืœื—ื™ืกื›ื•ืŸ ืžืฉืžืขื•ืชื™ ื‘ื–ื™ื›ืจื•ืŸ ื•ื‘ื—ื™ืฉื•ื‘.

4 ื“ืงื•ืช ืงืจื™ืื”
Close-up of a computer screen showing the ChatGPT interface in a dark setting
ืžืžื—ืงืจ

ื”ืคืจื™ืฆื•ืช ืฉืœ ื’ื•ื’ืœ ื‘โ€‘AI 2025 ืœืขืกืงื™ื

ื’ื•ื’ืœ ืžืฆื™ื’ื” ืฉืžื•ื ื” ืคืจื™ืฆื•ืช AI ืœืฉื ืช 2025 โ€“ Geminiโ€ฏ3 ืขื ื–ื™ื›ืจื•ืŸ ืืจื•ืšโ€‘ื˜ื•ื•ื—, Gemmaโ€ฏ3 ืœืžื›ืฉื™ืจื™ ืงืฆื”, ื•ืคืœื˜ืคื•ืจืžืช Coโ€‘Scientist ื”ืžื•ืœื˜ื™โ€‘ืกื•ื›ืŸ, ืขื ืคื•ื˜ื ืฆื™ืืœ ื—ื™ืกื›ื•ืŸ ืžืฉืžืขื•ืชื™ ืœืขืกืงื™ื ื‘ื™ืฉืจืืœ.

3 ื“ืงื•ืช ืงืจื™ืื”
Modern smart speaker with illuminated ring on a dark background, representing voice AI technology
ืžืžื—ืงืจ

ืกื•ื›ื ื™ ืงื•ืœ AI ืฉืœ Five9 ื—ื•ืกื›ื™ื ื–ืžืŸ ื‘ืžืจื›ื–ื™ ืฉื™ืจื•ืช

Five9 ื”ืฆื™ื’ื” ืกื•ื›ื ื™ Voice AI ืฉืžืืคืฉืจื™ื ืœืžืชืงืฉืจื™ื ืœืคืชื•ืจ ื‘ืขื™ื•ืช ืœืœื ืฆื•ืจืš ื‘ืžืคืขื™ืœ ืื ื•ืฉื™, ืžื” ืฉืžื‘ื˜ื™ื— ื˜ื™ืคื•ืœ ืžื”ื™ืจ ื™ื•ืชืจ ื•ื—ื™ืกื›ื•ืŸ ืžืฉืžืขื•ืชื™ ื‘ืขืœื•ื™ื•ืช.

3 ื“ืงื•ืช ืงืจื™ืื”
Vintage typewriter with a sheet of paper displaying the words "AI ETHICS"
ืจืจื’ื•ืœืฆื™ื”

ืื™ืš ืœื‘ื ื•ืช ืžื“ื™ื ื™ื•ืช ืžืžืฉืœ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘โ€‘4 ืฉืœื‘ื™ื

ืžืกื’ืจืช ืฉืœ ืืจื‘ืขื” ืฉืœื‘ื™ื โ€” ื”ื’ื“ืจืช ืชื—ื•ื, ืžื™ืคื•ื™ ืกื™ื›ื•ื ื™ื, ื”ืงืžืช ืžื‘ื ื™ ืžืžืฉืœ, ื•ื™ื™ืฉื•ื ื‘ืงืจื™ื ืžืชืžืฉื›ื™ื โ€” ืžืกื™ื™ืขืช ืœืขืกืงื™ื ืœื™ืฆื•ืจ ืžื“ื™ื ื™ื•ืช ืžืžืฉืœ AI ืฉืžืคื—ื™ืชื” ืกื™ื›ื•ืŸ ื•ืžื‘ื™ืื” ROI.

3 ื“ืงื•ืช ืงืจื™ืื”
Abstract visualization of neural networks showing data flow and algorithms
ืจืจื’ื•ืœืฆื™ื”

ืžืคืช ื“ืจื›ื™ื ืœืžืžืฉืœ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช โ€“ ืœืžื” ื–ื” ื—ืฉื•ื‘ ืœื™ืฉืจืืœ

ืžืคืช ื”ื“ืจื›ื™ื ืฉืœ Atlantic Council ืžืฆื™ืขื” ืกื˜ื ื“ืจื˜ื™ื ืื—ื™ื“ื™ื ืœืื‘ื˜ื—ืช ื—ื•ืžืจื”, ื ื™ื”ื•ืœ ื ืชื•ื ื™ื ื•ืคื™ืงื•ื— ืืชื™, ื‘ืžื˜ืจื” ืœืื—ื“ ืžื“ื™ื ื™ื•ืช AI ื’ืœื•ื‘ืœื™ืช ื•ืœืชืžื•ืš ื‘ื—ื“ืฉื ื•ืช ืื—ืจืื™ืช.

3 ื“ืงื•ืช ืงืจื™ืื”
Striking view of the US Capitol dome with the American flag against a clear blue sky in Washington, DC
ืจืจื’ื•ืœืฆื™ื”

ื”ืืจื”ืดื‘ ืžืฉื™ืงื” ื—ืงื™ืงื” ื—ื“ืฉื” ืœื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช

ื”ืžืžืฉืœ ื”ืืžืจื™ืงืื™ ื•ืงื‘ื•ืฆืช ื—ื•ืงืจื™ื ื‘ืงื•ื ื’ืจืก ื”ืฆื™ื’ื• ื—ื‘ื™ืœื” ื—ื“ืฉื” ืฉืœ ืžื“ื™ื ื™ื•ืช AI โ€“ ืฆื• ืžื ื”ืœื™, ืจื™ืฉื•ืžื™ ืกื™ื›ื•ืŸ ื•ื—ืงื™ืงืช ืฉืงื™ืคื•ืช โ€“ ื‘ืžื˜ืจื” ืœื—ื–ืง ืคื™ืงื•ื—, ืœื”ื’ื“ื™ืœ ืชืงืฆื™ื‘ ืžื—ืงืจ ื•ืœืคืชื•ื— ื”ื–ื“ืžื ื•ื™ื•ืช ืœื—ื‘ืจื•ืช ื™ืฉืจืืœื™ื•ืช.

4 ื“ืงื•ืช ืงืจื™ืื”
Screenshot of an AI-assisted coding interface showing menu options for debugging and problem-solving
ืจืจื’ื•ืœืฆื™ื”

ืชื•ื›ื ื™ืช ืžืžืฉืœืชื™ืช ืœื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช โ€“ ืฉืœื•ืฉื” ืขืžื•ื“ื™ ื“ืจืš

ื’ื•ื’ืœ ืžืฆื™ืขื” ืžืกืžืš ืœื‘ืŸโ€‘ืงื•ืคืกื” ืขื ืฉืœื•ืฉื” ืขืžื•ื“ื™ ื“ืจืš โ€“ ื”ื–ื“ืžื ื•ืช, ืื—ืจื™ื•ืช, ื‘ื˜ื—ื•ืŸ โ€“ ืœื ื™ื”ื•ืœ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื‘ืืจื”ืดื‘, ืขื ื“ื’ืฉ ืขืœ ื ื™ื”ื•ืœ ืกื™ื›ื•ืŸ ืžืชืžืฉืš ื•ืฉื™ืชื•ืฃ ื‘ืขืœื™โ€‘ืขื ื™ื™ืŸ.

3 ื“ืงื•ืช ืงืจื™ืื”
Human hand reaching toward a robotic hand, symbolizing government adoption and execution of AI technologies
ืจืจื’ื•ืœืฆื™ื”

ื”ืžื“ื™ื ื” ื”ืืžืจื™ืงืื™ืช ืžืฉืงื™ืขื” ืžื™ืœื™ืืจื“ื™ื ื‘ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช

ื”ืžืžืฉืœื” ื”ืคื“ืจืœื™ืช ื‘ืืจื”"ื‘ ืขื•ื‘ืจืช ืžืฉืœื˜ื•ืŸ ืืชื™ ืœื‘ื™ืฆื•ืข, ืžืงืฆื” ืžื™ืœื™ืืจื“ื™ ื“ื•ืœืจ ืœืžื—ืงืจ ื•ืงื ื™ื™ื” ื•ืžื—ื™ื™ื‘ืช ืกื•ื›ื ื•ื™ื•ืช ืœื™ื™ืฉื AI ื‘ืคื•ืขืœ.

3 ื“ืงื•ืช ืงืจื™ืื”
Two young professionals collaborating at a desk with laptops and monitors in a modern office setting
ืœืœืœื ืงื•ื“

ื”ื‘ื•ื ืฉืœ ืคืœื˜ืคื•ืจืžื•ืช Lowโ€‘Code ืขื“ 2034

ืคืœื˜ืคื•ืจืžื•ืช Lowโ€‘Code ืฆืคื•ื™ื•ืช ืœื’ื“ื•ืœ ืžโ€‘$48.9โ€ฏbn ื‘โ€‘2026 ืœโ€‘$376.9โ€ฏbn ืขื“ 2034, ืžื” ืฉืžื‘ื™ื ื—ื™ืกื›ื•ืŸ ืžืฉืžืขื•ืชื™ ืœืขืกืงื™ื ืงื˜ื ื™ื ื‘ื™ืฉืจืืœ.

3 ื“ืงื•ืช ืงืจื™ืื”
Close-up of a doctor's hand using a touchscreen tablet, highlighting digital healthcare technology
ืœืœืœื ืงื•ื“

ืื™ืš Lowโ€‘Code ืžืฉื“ืจื’ ื‘ืชื™ ื—ื•ืœื™ื ื‘ืงืœื•ืช

ืคืœื˜ืคื•ืจืžื•ืช lowโ€‘code ืžืงืฆืจื•ืช ืžืฉืžืขื•ืชื™ืช ืืช ื–ืžืŸ ื”ืคื™ืชื•ื— ื•ื”ืขืœื•ืช ื‘ืžืขืจื›ืช ื”ื‘ืจื™ืื•ืช, ืขื ืฉื•ืง ืฉื™ื’ื™ืข ืœโ€‘376โ€ฏืžื™ืœื™ืืจื“ ื“ื•ืœืจ ืขื“ 2034 ื•ื‘ืชื™ ื—ื•ืœื™ื ื™ืฉืจืืœื™ื™ื ืฉื™ื—ื–ื™ืจื• ื”ืฉืงืขื” ื‘ื—ืฆื™ ืฉื ื”.

3 ื“ืงื•ืช ืงืจื™ืื”
ื“ื‘ืจื• ืื™ืชื ื•

ื™ืฉ ืœื›ื ืฉืืœื” ืื• ืคืจื•ื™ืงื˜?

ืฉืœื—ื• ืœื ื• ื”ื•ื“ืขื” โ€” ืขืœ ืื•ื˜ื•ืžืฆื™ื” ื•-AI, ื˜ื™ืค ืœื›ืชื‘ื”, ืคืจืกื•ื ืื• ื›ืœ ื“ื‘ืจ ืื—ืจ. ื ื—ื–ื•ืจ ืืœื™ื›ื.

ื ืฉืชืžืฉ ื‘ืคืจื˜ื™ื ืฉืœื›ื ืจืง ื›ื“ื™ ืœื—ื–ื•ืจ ืืœื™ื›ื.