What is Hackers' Pub?

Hackers' Pub is a place for software engineers to share their knowledge and experience with each other. It's also an ActivityPub-enabled social network, so you can follow your favorite hackers in the fediverse and get their latest posts in your feed.

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ๆœ€่ฟ‘ๅœจๅšๆ—ฅ่ฏญ่ฏญๆณ•้ข˜๏ผŒgemini ๆœ€ๅผบ๏ผŒ่งฃ้‡Šๆœ€ๆธ…ๆ™ฐๅ’Œๆญฃ็กฎ๏ผŒ ๆญฃ็กฎ็އ่ƒฝ่พพๅˆฐ95%ไปฅไธŠๅงใ€‚
claudeๅ’Œchatgpt๏ผŒๆญฃ็กฎ็އไธๅˆฐ50%ใ€‚
perplexity ๅˆ™ๆ˜ฏ่ƒฝใ€ŒๆŸฅใ€ๅˆฐๅฏน็š„็ญ”ๆกˆๅ’Œ้€‰้กน๏ผŒไฝ†ไผš่ƒกไนฑ่งฃ้‡Šไธ€้€šใ€‚
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๊ทธ๋Ÿฐ โ€˜๋ฏธ๊ตญ์‹โ€™์€ ์—†๋‹คโ€ฆ์ฟ ํŒก์˜ โ€˜์„ ํƒ์ โ€™ ๋ฏธ๊ตญ์‹ ๊ฒฝ์˜ www.khan.co.kr/article/2025... "๊ทธ๋Š” ๋ฏธ๊ตญ ์‹œ๋ฏผ๊ถŒ์ž๋ผ๋Š” ์ด์œ  ๋“ฑ์œผ๋กœ ๊ณต์ •๊ฑฐ๋ž˜์œ„์›ํšŒ์˜ ๋Œ€๊ธฐ์—… ๋™์ผ์ธ(์ด์ˆ˜) ์ง€์ • ๋Œ€์ƒ์—์„œ๋„ ์ œ์™ธ๋ผ ์žˆ๋‹ค. ์œคํ•œํ™ ๊ตญํšŒ ์ •๋ฌด์œ„์›์žฅ(๊ตญ๋ฏผ์˜ํž˜)์€ ์ง€๋‚œ 10์›” ๊ตญ์ •๊ฐ์‚ฌ์—์„œ โ€œ๊น€ ์˜์žฅ ๊ฐ™์€ ๊ฒฝ์šฐ์—๋Š” (์ฆ์ธ ์‹ ์ฒญ์„ ํ–ˆ๋‹ค๊ฐ€) ์•”์ฐธ(AMCHAMยท์ฃผํ•œ๋ฏธ๊ตญ์ƒ๊ณตํšŒ์˜์†Œ)์—์„œ ์ œ ์‚ฌ๋ฌด์‹ค์— ์•ฝ๊ฐ„ ํ˜‘๋ฐ•์„ฑ ๋ฌธ์ž๊นŒ์ง€ ๋ณด๋ƒˆ๋‹ค. ๋ฏธ๊ตญ ์‹œ๋ฏผ๊ถŒ์ž์ธ๋ฐ ๊ตญํšŒ์—์„œ ๋ถˆ๋Ÿฌ๋„ ๋˜๋А๋ƒ๋Š” ๋‰˜์•™์Šค์˜€๋‹คโ€๊ณ  ๋งํ•˜๊ธฐ๋„ ํ–ˆ๋‹ค."

๊ทธ๋Ÿฐ โ€˜๋ฏธ๊ตญ์‹โ€™์€ ์—†๋‹คโ€ฆ์ฟ ํŒก์˜ โ€˜์„ ํƒ์ โ€™ ๋ฏธ๊ตญ์‹ ๊ฒฝ์˜

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ใ‚ฏใƒฉใ‚นๅฎš็พฉใจใ‚ทใ‚ฐใƒ‹ใƒใƒฃใ‚’ๅˆฅใ€…ใฎใƒ•ใ‚กใ‚คใƒซใซๆ›ธใใฎใฏใ‚„ใฃใฑใ‚Šใ‚ˆใใชใ•ใใ†ใ ใชใ€ใ‚ณใƒณใƒ†ใ‚ฏใ‚นใƒˆใ‚นใ‚คใƒƒใƒใŒ็™บ็”Ÿใ—ใกใ‚ƒใ†ใ€‚

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่‡ช้ฏ–ใฃใฆใ‚„ใฃใฑใ‚Š่ฆ–็‚นใŒๅใ‚‹ใฃใฆใ„ใ†ใ‹่ฆ–็•Œใฎๅค–ใฃใฆใพใšๅญ˜ๅœจใ™ใ‚‰ใ—ใฆใชใ„ๆ„ŸใŒใ‚ใ‚‹

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๊ทธ๋Ÿฐ โ€˜๋ฏธ๊ตญ์‹โ€™์€ ์—†๋‹คโ€ฆ์ฟ ํŒก์˜ โ€˜์„ ํƒ์ โ€™ ๋ฏธ๊ตญ์‹ ๊ฒฝ์˜ www.khan.co.kr/article/2025... "๊ทธ๋Š” ๋ฏธ๊ตญ ์‹œ๋ฏผ๊ถŒ์ž๋ผ๋Š” ์ด์œ  ๋“ฑ์œผ๋กœ ๊ณต์ •๊ฑฐ๋ž˜์œ„์›ํšŒ์˜ ๋Œ€๊ธฐ์—… ๋™์ผ์ธ(์ด์ˆ˜) ์ง€์ • ๋Œ€์ƒ์—์„œ๋„ ์ œ์™ธ๋ผ ์žˆ๋‹ค. ์œคํ•œํ™ ๊ตญํšŒ ์ •๋ฌด์œ„์›์žฅ(๊ตญ๋ฏผ์˜ํž˜)์€ ์ง€๋‚œ 10์›” ๊ตญ์ •๊ฐ์‚ฌ์—์„œ โ€œ๊น€ ์˜์žฅ ๊ฐ™์€ ๊ฒฝ์šฐ์—๋Š” (์ฆ์ธ ์‹ ์ฒญ์„ ํ–ˆ๋‹ค๊ฐ€) ์•”์ฐธ(AMCHAMยท์ฃผํ•œ๋ฏธ๊ตญ์ƒ๊ณตํšŒ์˜์†Œ)์—์„œ ์ œ ์‚ฌ๋ฌด์‹ค์— ์•ฝ๊ฐ„ ํ˜‘๋ฐ•์„ฑ ๋ฌธ์ž๊นŒ์ง€ ๋ณด๋ƒˆ๋‹ค. ๋ฏธ๊ตญ ์‹œ๋ฏผ๊ถŒ์ž์ธ๋ฐ ๊ตญํšŒ์—์„œ ๋ถˆ๋Ÿฌ๋„ ๋˜๋А๋ƒ๋Š” ๋‰˜์•™์Šค์˜€๋‹คโ€๊ณ  ๋งํ•˜๊ธฐ๋„ ํ–ˆ๋‹ค."

๊ทธ๋Ÿฐ โ€˜๋ฏธ๊ตญ์‹โ€™์€ ์—†๋‹คโ€ฆ์ฟ ํŒก์˜ โ€˜์„ ํƒ์ โ€™ ๋ฏธ๊ตญ์‹ ๊ฒฝ์˜

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ใ“ใ‚Œใ‚ใกใ‚ƒใใกใ‚ƒ้ข็™ฝใ„ใชใจๆ€ใฃใฆ้ก•็พใ•ใ›ใกใ‚ƒใ„ใพใ—ใŸโ€ฆโ€ฆ๏ผ

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I doubt that anything resembling genuine "artificial general intelligence" is within reach of current tools. However, I think a weaker, but still quite valuable, type of "artificial general cleverness" is becoming a reality in various ways.

By "general cleverness", I mean the ability to solve broad classes of complex problems via somewhat ad hoc means. These means may be stochastic or the result of brute force computation; they may be ungrounded or fallible; and they may be either uninterpretable, or traceable back to similar tricks found in an AI's training data. So they would not qualify as the result of any true "intelligence". And yet, they can have a non-trivial success rate at achieving an increasingly wide spectrum of tasks, particularly when coupled with stringent verification procedures to filter out incorrect or unpromising approaches, at scales beyond what individual humans could achieve.

This results in the somewhat unintuitive combination of a technology that can be very useful and impressive, while simultaneously being fundamentally unsatisfying and disappointing - somewhat akin to how one's awe at an amazingly clever magic trick can dissipate (or transform to technical respect) once one learns how the trick was performed.

But perhaps this can be resolved by the realization that while cleverness and intelligence are somewhat correlated traits for humans, they are much more decoupled for AI tools (which are often optimized for cleverness), and viewing the current generation of such tools primarily as a stochastic generator of sometimes clever - and often useful - thoughts and outputs may be a more productive perspective when trying to use them to solve difficult problems.

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ๆœฑ็ซ‹ๅ€ซๆ‰น่ฉ•่ณดๆธ…ๅพทๆ˜ฏใ€Œไธ็Ÿฅๆฒปๅœ‹็š„็จ่ฃ่€…ใ€๏ผŒๅ‘ผ็ฑฒไบบๆฐ‘็ฝทๅ…ไป–๏ผŒๆœฑ็ซ‹ๅ€ซๆ‡‰่ฉฒไธ็œŸๅฟƒ่ช็‚บ่‡ชๅทฑ้ขๅฐ็š„ๆ˜ฏ็จ่ฃๆ”ฟๅบœ๏ผŒๅ› ็‚บไฝ ๆ‡‰่ฉฒๆ˜ฏ็„กๆณ•็”จ็ฝทๅ…ไพ†ๅฐไป˜็จ่ฃๆ”ฟๅบœ็š„ๆœ€้ซ˜้ ˜ๅฐŽไบบใ€‚

ๅœ‹ๆฐ‘้ปจๅ’Œๆฐ‘็œพ้ปจ็™ผ่ตทใ€Œๅ็จ่ฃใ€้Š่กŒ๏ผŒๅผท่ชฟใ€Œๅ็ถ ๅ…ฑใ€ๆˆฐ็จ่ฃใ€ใ€ใ€Œๅ…จๆฐ‘็ฝทๅ…่ณดๆธ…ๅพทใ€ใ€‚็ตๆžœ้Š่กŒ้ †ๅˆฉ็ตๆŸ๏ผŒๆ นๆœฌๆฒ’ไบบๆ“”ๅฟƒ่‡ชๅทฑๆœƒ่ขซ่ญฆๅฏŸๆˆ–็‰นๅ‹™ๆŠ“่ตฐ๏ผŒๅฆๅ‰‡ไป–ๅ€‘ๆ‡‰่ฉฒๆœƒๅฐ่ญฆๅฏŸๆšด่กŒๅšๅฅฝๆ‡‰ๅฐๆบ–ๅ‚™๏ผˆๅฆ‚่ญท็›ฎ้กใ€้ ญ็›”๏ผ‰๏ผŒ็”š่‡ณๆบ–ๅ‚™ๅฅฝ้บๆ›ธ๏ผŒ้กฏ็คบ่‡บ็ฃไธฆ็„ก็จ่ฃๅ•้กŒใ€‚

็…งๅ“ฒๅญธๅฎถๅฒไธนๅˆฉ๏ผˆJason Stanley๏ผ‰ๅœจใ€Šไฟฎ่พญ็š„้™ท้˜ฑใ€‹่ฃก็š„ๅˆ†ๆž๏ผŒใ€Œๅ็ถ ๅ…ฑใ€ๆˆฐ็จ่ฃใ€ๆ˜ฏไธ€็จฎใ€Œ้ก›่ฆ†ๅž‹ๆƒ‘็œพๅฆ–่จ€ใ€๏ผˆUndermining Demagoguery๏ผ‰๏ผšๆ‰“่‘—ไธ€็จฎ็†ๅฟตๅƒนๅ€ผ๏ผŒๅŽปๆŽจๅ‹•ๆฏ€ๆป…้€™็จฎๅƒนๅ€ผ็š„ไบ‹ใ€‚

ไป–ๅ€‘ๆœ‰ๆ„ๆˆ–็„กๆ„็š„ๆททๆท†ใ€Œ็จ่ฃใ€ใ€ใ€Œๅ…ฑ็”ขใ€้€™ไบ›ๆ”ฟๆฒปๆฆ‚ๅฟต๏ผŒไพ†ๆ‰น่ฉ•ๅŸทๆ”ฟ้ปจ๏ผŒ่ฎ“ไธ€ไบ›ไบบ่ช็‚บ็พๅœจ็š„ๆฐ‘้€ฒ้ปจๆ”ฟๅบœ่ทŸๅจๆฌŠๆ™‚ๆœŸ็š„ๅœ‹ๆฐ‘้ปจๆ”ฟๅบœๆฒ’ๅ…ฉๆจฃ๏ผŒๆ•ˆๆžœไนŸ้กžไผผ๏ผŒ็”š่‡ณๆ›ด็ณŸ๏ผŒไธ€ๆ–น้ขๆŠน้ป‘็•ถๅ‰ๆ”ฟๅบœ๏ผŒไธ€ๆ–น้ขๆด—็™ฝ้ŽๅŽป็š„ๅจๆฌŠๆ”ฟๅบœใ€‚

news.readmoo.com/2025/04/29/kr

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๋ฉฐ์น  ์ „์— ๊ฑด์–ด๋ฌผ ์—ฌ๋™์ƒ ์šฐ๋งˆ๋ฃจ ์ž‘๊ฐ€๊ฐ€ ์™œ ์—ฐ์žฌ๊ฐ€ ๊ธ‰ํ•˜๊ฒŒ ๋๋‚ฌ๋Š”์ง€ ์œ ํŠœ๋ธŒ์—์„œ ์ด์•ผ๊ธฐ๋ฅผ ํ•จ. ์šฐ๋“ฑ์ƒ์— ๋ฏธ์ธ์ด์ง€๋งŒ ์ง‘์— ๋“ค์–ด์˜ค๋ฉด ๋Š˜์–ด์ง€๋Š” ์นœ๋™์ƒ์ด ๋ชจ๋ธ์ด์—ˆ๋Š”๋ฐ, ๊ทธ๋งŒ ๋ถˆ์น˜๋ณ‘์œผ๋กœ ๋Œ์•„๊ฐ€์…จ๋‹ค๊ณ . ์• ๋‹ˆ๋„ ๋‚˜์˜ค๊ณ  ์ž‘ํ’ˆ ํ•œ์ฐธ ์ธ๊ธฐ์žˆ์„ ๋•Œ์—ฌ์„œ, ์ž‘๊ฐ€๊ฐ€ ์ •์‹ ์ ์œผ๋กœ ๊ฒฌ๋””๊ธฐ๊ฐ€ ๋„ˆ๋ฌด ํž˜๋“ค์—ˆ๋‹ค๊ณ  ํ•œ๋‹ค.

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pospomeใŒๆ™ฎๆฎตใ‚„ใฃใฆใ‚‹ๆ–ฐใ—ใ„ๆŠ€่ก“ใฎๅ‹‰ๅผทๆ–นๆณ• - pospomeใฎใƒ—ใƒญใ‚ฐใƒฉใƒŸใƒณใ‚ฐๆ—ฅ่จ˜

https://www.pospome.work/entry/2025/12/21/151311

pospomeใŒๆ™ฎๆฎตใ‚„ใฃใฆใ‚‹ๆ–ฐใ—ใ„ๆŠ€่ก“ใฎๅ‹‰ๅผทๆ–นๆณ• - pospomeใฎใƒ—ใƒญใ‚ฐใƒฉใƒŸใƒณใ‚ฐๆ—ฅ่จ˜

pospomeใŒๆ™ฎๆฎตใ‚„ใฃใฆใ‚‹ๆ–ฐใ—ใ„ๆŠ€่ก“ใฎๅ‹‰ๅผทๆ–นๆณ• - pospomeใฎใƒ—ใƒญใ‚ฐใƒฉใƒŸใƒณใ‚ฐๆ—ฅ่จ˜

ๆ ชๅผไผš็คพใ‚ซใƒŸใƒŠใ‚ทใง VPoE ใ‚’ๅ‹™ใ‚ใฆใ„ใ‚‹ pospome ใงใ™ใ€‚ (ยดใƒปฯ‰ใƒป`) ๅ…ˆๆ—ฅๆ–ฐใ—ใ„ๆŠ€่ก“ใฎๅ‹‰ๅผทๆ–นๆณ•ใ‚’่ณชๅ•ใ•ใ‚ŒใŸใฎใงใพใจใ‚ใฆใฟใ‚ˆใ†ใจๆ€ใ„ใพใ™ใ€‚ ็ต่ซ–ใ‹ใ‚‰่จ€ใ†ใจใ€่‡ชๅˆ†ใฏไปฅไธ‹ใฎใ‚นใƒ†ใƒƒใƒ—ใงๅ‹‰ๅผทใ—ใพใ™ใ€‚ Step1. ใจใ‚Šใ‚ใˆใšๅ‹•ใ‹ใ™ใ€‚ Step2. ไฝ“็ณป็š„ใซ็Ÿฅ่ญ˜ใ‚’ใ‚คใƒณใƒ—ใƒƒใƒˆใ™ใ‚‹ใ€‚ Step3. ๅฎŸ้š›ใซไฝ•ใ‹ใ‚’ไฝœใฃใฆใฟใ‚‹ใ€‚ Step1. ใจใ‚Šใ‚ใˆใšๅ‹•ใ‹ใ™ Step2. ไฝ“็ณป็š„ใซ็Ÿฅ่ญ˜ใ‚’ใ‚คใƒณใƒ—ใƒƒใƒˆใ™ใ‚‹ Step3. ๅฎŸ้š›ใซไฝ•ใ‹ใ‚’ไฝœใฃใฆใฟใ‚‹ใ€‚ ใพใจใ‚ ๅฎฃไผ Step1. ใจใ‚Šใ‚ใˆใšๅ‹•ใ‹ใ™ ๅญฆ็ฟ’ๅฏพ่ฑกใŒใƒ—ใƒญใ‚ฐใƒฉใƒŸใƒณใ‚ฐ่จ€่ชžใงใ‚ใ‚Œใฐใ€ๅ…ฌๅผใฎใƒใƒฅใƒผใƒˆใƒชใ‚ขใƒซใชใ‚Šใ€ๅ˜ใชใ‚‹ "Hello, word" ใชใ‚Šใ€ใจใซใ‹ใโ€ฆ

www.pospome.work ยท pospomeใฎใƒ—ใƒญใ‚ฐใƒฉใƒŸใƒณใ‚ฐๆ—ฅ่จ˜

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์•„๊นŒ ์กฐ๊ธˆ ๋นผ๋จน์–ด์„œ ์ถ”๊ฐ€๋ณด์ถฉ: ์ œ๊ฐ€ ๋ณธ ๊ธ€์—์„  ์„ฑ์ธif 19๊ธˆ ์—ฐ์„ฑ(์—ฐ์„ฑ์ƒ ๋‘ ์บ๋ฆญํ„ฐ ๋ชจ๋‘ ์„ฑ์ธ)์ด์—ˆ์ง€๋งŒ ์•„์ฒญ๋ฒ• ์œ„๋ฐ˜์œผ๋กœ ๋นจ๊ฐ„์ค„ ์ง์ „๊นŒ์ง€ ๊ฐ”๋‹ค ์˜ค์…จ๋‹ค๊ณ  ํ–ˆ์Šต๋‹ˆ๋‹ค ์„ฑ์ธif๋ฉด ๊ดœ์ฐฎ๊ฒ ์ง€~ ํ•˜๊ณ  ์•ˆ์‹ฌํ•˜์ง€ ๋งˆ์„ธ์š”... ๋จธ๊ธ€์€ if๋‚˜ au๋ฅผ ์ดํ•ด๋ชปํ•  ํ™•๋ฅ ์ด ๋†’์Šต๋‹ˆ๋‹ค(....)

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โ€‹:skeb:โ€‹โ€‹:nouhin_kanryou_simasita:โ€‹

้€†ใƒใƒ‹ใƒผ

ใƒชใ‚ฏใ‚จใ‚นใƒˆใ‚ใ‚ŠใŒใจใ†ใ”ใ–ใ„ใพใ—ใŸ
้žๅ…ฌ้–‹ใ ใ‹ใ‚‰ใ‚‚ใ‚ใ‚‚ใ‚ไผใ›ใ‚‹ใญ

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็พๅƒใฎ้‡่ฆๆ€ง๏ผˆ๏ผใปใ‚“ใจใ†ใฏ็พๅœฐใง้œฒๅ‡บใ‚’ๆฑบใ‚ใŸใ„๏ผ‰

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FediverseๆŠ€่ก“็ณปใ‚ขใ‚ซใ‚ฆใƒณใƒˆใพใจใ‚ใ€ไธ€่ฆงใƒšใƒผใ‚ธใซใฒใจใ“ใจ่ชฌๆ˜Žใ‚„ใ‚ฟใ‚ฐ๏ผŸใ‚ซใƒ†ใ‚ดใƒช๏ผŸใŒ่กจ็คบใ•ใ‚Œใฆใ‚‹ใจใ†ใ‚Œใ—ใ„ใ‹ใ‚‚ใ—ใ‚Œใฌ

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์Œ ์ด ๋ชจ๋‹ˆํ„ฐ ์ถ”์ฒœํ•ด์ค€ ์นœ๊ตฌ๊ฐ€ ์“ฐ๋‹ค๋ณด๋ฉด ํ•ด์ƒ๋„ ์• ๋งคํ•œ ๊ฒŒ ๋งˆ์Œ์— ์•ˆ ๋“ค์–ด์„œ ๊ฒฐ๊ตญ 4K๋กœ ์ง€๋ฅด๊ฒŒ ๋œ๋‹ค๊ณ  ํ–ˆ๋˜ ๊ฒŒ ๋ฌด์Šจ ๋œป์ธ์ง€ ์“ด์ง€ ํ•œ ๋‹ฌ๋งŒ์— ๊นจ๋‹ซ๊ณ  ์žˆ์Œ. ๋ชจ๋“  UI ์š”์†Œ๊ฐ€ ํ•ด์ƒ๋„๋Š” ์œ ์ง€ํ•œ์ฑ„ 1.2๋ฐฐ ์ •๋„๋งŒ ์ ˆ๋ฌ˜ํ•˜๊ฒŒ ์Šค์ผ€์ผ์—… ๋˜๋ฉด ์ข‹์„ ๊ฒƒ ๊ฐ™์€๋ฐ ๊ทธ๊ฒŒ ์•ˆ ๋˜๋„ค(์›ƒ์Œ).

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FediverseๆŠ€่ก“็ณปใ‚ขใ‚ซใ‚ฆใƒณใƒˆใพใจใ‚ใ€ไธ€่ฆงใƒšใƒผใ‚ธใซใฒใจใ“ใจ่ชฌๆ˜Žใ‚„ใ‚ฟใ‚ฐ๏ผŸใ‚ซใƒ†ใ‚ดใƒช๏ผŸใŒ่กจ็คบใ•ใ‚Œใฆใ‚‹ใจใ†ใ‚Œใ—ใ„ใ‹ใ‚‚ใ—ใ‚Œใฌ

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ไปŠๆ—ฅใŠ็ตตๆใๅ‡บๆฅใŸ๏ผโ€ฆใฎใงใ€ใ‚ขใ‚คใ‚ณใƒณใ‚‚ๅค‰ใˆใฆใฟใŸโ€‹:blob_walk:โ€‹

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