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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๊ฒŒ์ž„ ํด๋ผ์ด์–ธํŠธ์šฉ SDK ๋งŒ๋“œ๋А๋ผ SDK ํ…Œ์ŠคํŠธ์— ์‚ฌ์šฉํ•  ๊ฒฌ๋ณธ ๊ฒŒ์ž„์„ ๋งŒ๋“œ๋Š”๋ฐ, Codex(gpt-5.3 high)๋“  Claude Code(opus 4.6)๋“  ์ผ ์ž˜ ๋ชปํ•˜๊ธด ๋งˆ์ฐฌ๊ฐ€์ง€๊ตฌ๋‚˜.

ํŠนํžˆ ์ด๋ฏธ 2D ์• ์…‹์ด ์žˆ์–ด์„œ ์• ์…‹์— ๋งž์ถฐ ๊ตฌํ˜„ํ•˜๋Š” ๊ฒฝ์šฐ์—, "๋ˆˆ"๊ณผ "๋ฏธ๊ฐ"์ด ์—†๋‹ค๋Š” ์ ์ด ์น˜๋ช…์ ์œผ๋กœ ์•ฝ์ ์œผ๋กœ ์ž‘์šฉํ•œ๋‹ค. ๋“œ๋กœ์šฐ์ฝœ์„ ์ค„์ด๋ ค๋Š” ์ตœ์ ํ™” ๊ธฐ๋ฒ•, ๊ฐ€๋ น ์Šคํ”„๋ผ์ดํŠธ ์•„ํ‹€๋ผ์Šค๋Š” AI ์ฝ”๋”ฉ ์—์ด์ „ํŠธ์—๊ฒŒ ์•…๋ชฝ์ด๋‹ค. ์–ด๋А ์ •๋„๋กœ ์•…๋ชฝ์ด๋ƒ๋ฉด,

Claude Code๋Š” ํฌ๊ธฐํ–ˆ๋Š”์ง€ ์ง‘์š”ํ•˜๊ฒŒ ์• ์…‹์„ ์“ฐ๋ผ๊ณ  ์ง€์‹œํ•˜๋Š”๋ฐ๋„ ๊ณ„์† ํšŒํ”ผํ•˜๊ณ  ๊ฑฐ์ง“๋ง๋กœ ์™ธ๋ฉดํ•˜๋ฉฐ ์• ์…‹์„ ์•ˆ ์“ฐ๊ณ  ์ง€ ๋ฉ‹๋Œ€๋กœ ๋ฒกํ„ฐ ์ด๋ฏธ์ง€๋ฅผ ๊ทธ๋ฆฐ๋‹ค. ๊ธฐ์กด ์• ์…‹์„ ๋ถ„์„ํ•ด์„œ ๋„ค๊ฐ€ ์ž‘์—…ํ•˜๊ธฐ ์ข‹๊ฒŒ ์žฌ๊ตฌ์„ฑํ•˜๋ผ๊ณ  ํ–ˆ๋”๋‹ˆ ๋ˆˆ๊ฐ€๋ฆฌ๊ณ  ์•„์›…์‹์œผ๋กœ ๊ตฌ์„ฑํ•˜๋Š” ์ฒ™ํ•˜๊ณ ์„  ์‹ค์ œ๋กœ๋Š” ์‚ฌ์šฉ์„ ์•ˆ ํ–ˆ๋‹ค. ๊ฑฐ์ง“๋งํ•˜๋Š” ์†œ์”จ๊ฐ€ ๊ฐ€ํžˆ Gemini๊ธ‰์ด๋‹ค.

Codex๋Š” ์ฌ.๋”. ๋‚˜์€๋ฐ, ๊ธฐ์กด ์•„ํ‹€๋ผ์Šค๋ฅผ ๋ถ„์„ํ•˜์—ฌ ๊ฝค ์œ ์˜๋ฏธํ•˜๊ฒŒ ์• ์…‹์„ ๊ตฌ์„ฑํ–ˆ๋‹ค. ๊ทธ ์™€์ค‘์— ๋งŽ์€ ์• ๋‹ˆ๋ฉ”์ด์…˜์ด ์œ ์‹ค๋˜๊ฑฐ๋‚˜ ์ •์ฒด๋ฅผ ํŒŒ์•… ๋ชปํ•œ ์• ์…‹์€ ๋ฌด์‹œํ•˜๊ฑฐ๋‚˜ ์‚ฌ์šฉํ•˜์ง€๋„ ์•Š์œผ๋ฉด์„œ ๋ณต์‚ฌํ•˜๊ธด ํ–ˆ์ง€๋งŒ.

์บ๋ฆญํ„ฐ ๊ด€์ ˆ๋กœ ์Šคํ”„๋ผ์ดํ”„๊ฐ€ ๊ตฌ์„ฑ๋œ ๊ฒฝ์šฐ, ๋ถ€์œ„๋ณ„ ์• ๋‹ˆ๋ฉ”์ด์…˜์€ ํฌ๊ธฐํ•˜๋Š” ๊ฒŒ ๋‚ซ๋‹ค. ์ด ์ž‘์—…์—์„œ Codex๋Š” ์žฌ๋ฐŒ๋Š” ๋ชจ์Šต์„ ๋ณด์˜€๋Š”๋ฐ, ๊ฐ ๋ถ€์œ„ ์œ„์น˜๋ฅผ ์žก๊ณ  ์ถฉ๋Œ ์ฒ˜๋ฆฌ๋ฅผ ํŒŒ์•…ํ•˜๊ธฐ ์œ„ํ•ด ๋ถ€์œ„์— ๋ฐ•์Šค๋ฅผ ๊ทธ๋ ธ๋‹ค๋Š” ์ ์ด๋‹ค. ๋‹ค์‹œ๋งํ•ด ์ˆซ์ž์™€ ๊ณต์‹์œผ๋กœ ์ฒ˜๋ฆฌํ•˜๋Š” ๊ฒŒ ์•„๋‹ˆ๋ผ ์‚ฌ๋žŒ์ด ๋ˆˆ์œผ๋กœ ๋ณด๋ฉฐ ์บ๋ฆญํ„ฐ ๋ถ€์œ„๋ฅผ ํŒŒ์•…ํ•ด ์œ„์น˜๋ฅผ ์กฐ์ •ํ•˜๋Š” ๊ฒƒ์ฒ˜๋Ÿผ ์ž‘์—…ํ–ˆ๋‹ค๋Š” ๊ฒƒ์ด๋‹ค. ๋น„์œ ๊ฐ€ ์•„๋‹ˆ๋ผ ์‹ค์ œ๋กœ ๊ทธ๋ ‡๊ฒŒ ์ถœ๋ ฅํ•˜๊ณ  ํ™”๋ฉด ์บก์ณํ•˜๋ฉฐ ์•„ํ‹€๋ผ์Šค์— ์žˆ๋Š” ๋ฉ”ํƒ€๋ฐ์ดํ„ฐ์˜ ์ˆซ์ž ์˜๋ฏธ๋ฅผ ํŒŒ์•…ํ•˜๋ ค๊ณ  ํ–ˆ๋‹ค. ํฅ๋ฏธ๋กœ์› ๋‹ค. ํฅ๋ฏธ๋กญ๊ธด ํ–ˆ๋Š”๋ฐ ๊ฒฐ๊ณผ๋ฌผ์€ ์—ญ์‹œ ๋ณ„๋กœ์˜€๋‹ค.

์• ์…‹์ด ๋Œ€๋ถ€๋ถ„ ์ƒ๋Œ€ ํฌ๊ธฐ์— ๊ฐ€๊น๋‹ค๋ณด๋‹ˆ ์‹ค์ œ ํ™”๋ฉด์— ๊ทธ๋ ค์ง€๋Š” ์˜ค๋ธŒ์ ํŠธ ํฌ๊ธฐ๋ฅผ AI ์ฝ”๋”ฉ ์—์ด์ „ํŠธ๋Š” ๊ฐ์„ ์žก์ง€ ๋ชปํ•˜๋Š”๋ฐ, ์‚ฌ๋žŒ์ด ํŽธ์˜์ƒ ์Šคํ”„๋ผ์ดํŠธ์— ์—ฌ๋ฐฑ์„ ์ค€ ๊ฒฝ์šฐ ์ด๋ฏธ์ง€๊ฐ€ ๊ณ„์† ์—‰๋šฑํ•œ ์œ„์น˜์— ๊ทธ๋ ค์กŒ๊ณ , AI ์ฝ”๋”ฉ ์—์ด์ „ํŠธ๋Š” ์›์ธ๋„ ๋ชจ๋ฅธ ์ฑ„ ๊ณ„์† ํฌ๊ธฐ์™€ ์œ„์น˜๋ฅผ ์‚ฐ์ˆ  ๊ณ„์‚ฐ์œผ๋กœ ์žก์œผ๋ ค ์• ์ผ๋‹ค. ๊ทธ๋Ÿฌ๋‹ˆ๊นŒ ์˜ค๋ฅธ์ชฝ์œผ๋กœ ์กฐ๊ธˆ ์˜ฎ๊ฒจ๋ด, ๋ผ๊ณ  ํ•˜๋ฉด 50px์„ ๋”ํ•˜๋Š” ๊ฒŒ ์•„๋‹ˆ๋ผ ์˜ค๋ฅธ์ชฝ์œผ๋กœ ์˜ฎ๊ธธ ์˜ค๋ธŒ์ ํŠธ์˜ ์‹ค์ œ ํฌ๊ธฐ์™€ ๋น„์œจ ์กฐ์ •ํ•œ ํฌ๊ธฐ ๊ณ„์‚ฐ์„ ํ•˜๊ณ , ํ˜„์žฌ ํ™”๋ฉด์˜ ํฌ๊ธฐ์™€ ๋Œ€์ƒ ์˜ค๋ธŒ์ ํŠธ ๊ฐ„ ๊ฑฐ๋ฆฌ๋ฅผ ๊ณ„์‚ฐํ•ด์„œ ์œ„์น˜๋ฅผ ์กฐ์ •ํ•˜๋Š” ๊ฑด๋ฐ, ์Šคํ”„๋ผ์ดํŠธ ์ž์ฒด์— ์—ฌ๋ฐฑ์ด ๋“ค์–ด๊ฐ€์žˆ์–ด์„œ AI ์—์ด์ „ํŠธ์˜ ๊ณ„์‚ฐ์€ ์• ์ดˆ์— ๋งž์„ ์ˆ˜๊ฐ€ ์—†๋Š” ๊ฒƒ์ด๋‹ค.

Claude Code๋Š” ์ง„์ž‘ ํฌ๊ธฐํ•ด์„œ ๊ฑฐ์ง“๋ง๋กœ ์ผ๊ด€ํ–ˆ๊ณ , Codex๋Š” ์˜ค๋ธŒ์ ํŠธ ์œ„์น˜ ์กฐ์ •ํ•˜๋Š” ๋ฐ 20๋ถ„์”ฉ ์จ๊ฐ€๋ฉฐ ๊ณ ๊ตฐ๋ถ„ํˆฌํ•˜๋”๋ผ.

์‹œ์ฐจ ์Šคํฌ๋กค๋ง (Parallax scrolling)๋„ AI ์ฝ”๋”ฉ ์—์ด์ „ํŠธ๊ฐ€ ์• ์…‹๋งŒ์œผ๋กœ๋Š” ๊ฐ์กฐ์ฐจ ์žก์ง€ ๋ชปํ•ด์„œ ๋ชน์‹œ ํ—ค๋งธ๋Š”๋ฐ, ํ†ต์œผ๋กœ ๋œ ๋ฐฐ๊ฒฝ ์Šคํ”„๋ผ์ดํŠธ ๋ช‡ ์žฅ์ด๋ฉด ๊ฐ„๋‹จํžˆ ๊ตฌํ˜„ํ•œ๋‹ค. ๋ฌธ์ œ๋Š” ํ’์„ฑํ•œ ๋ฏธ๊ฐ์„ ์ฃผ๋ฉด์„œ๋„ ์ตœ์ ํ™”๋ฅผ ์œ„ํ•ด ๋ฐฐ๊ฒฝ ์˜ค๋ธŒ์ ํŠธ ์š”์†Œ๊ฐ€ ๋‹ค์–‘ํ•˜๊ฒŒ ๊ตฌ์„ฑ๋œ ๊ฒฝ์šฐ์ธ๋ฐ, ๋ฌด์—‡์ด ์‚ฐ์ด๊ณ , ๋ฌด์—‡์ด ๋ฐ”์œ„์ด๋ฉฐ, ๋ฌด์—‡์ด ํ™”๋ฉด ๋งจ ์•ž์—(์นด๋ฉ”๋ผ์ชฝ) ๋ฐฐ์น˜๋˜๋Š” ๋‚˜๋ฌด์ธ์ง€ ๋ชจ๋ฅด๋‹ˆ ์—‰๋ง์ง„์ฐฝ์œผ๋กœ ๋ฐฐ์น˜ํ•œ๋‹ค. ๊ฒฐ๊ตญ Claude Code์—๊ฒ ์‹œ์ฐจ ์Šคํฌ๋กค๋ง์„ ์ตœ์†Œํ™”ํ•˜๊ฒŒ ์ง€์‹œํ•ด์„œ ์บ๋ฆญํ„ฐ๊ฐ€ ๋ฐฐ๊ฒฝ์— ํŒŒ๋ฌปํžˆ๋Š” ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ–ˆ๊ณ , Codex๋Š” 2์‹œ๊ฐ„ ๊ฑธ๋ฆฌ๊ณ  ์• ์…‹์„ ๊ณผ๋„ํ•˜๊ฒŒ ๋Š˜๋ฆฌ๊ฑฐ๋‚˜ ํ•ด์„œ ์ง€์ €๋ถ„ํ•ด์ง€๊ธด ํ–ˆ์ง€๋งŒ ๊ฒฐ๊ตญ ์• ์…‹ ์˜๋„์— ๊ฑฐ์˜ ๋น„์Šทํ•˜๊ฒŒ ์‹œ์ฐจ ์Šคํฌ๋กค๋ง์„ ๊ตฌ์„ฑํ–ˆ๋‹ค.

๊ทธ๋‚˜๋งˆ HTML 5 ๊ธฐ๋ฐ˜ ์›น 2D ๊ฒŒ์ž„์ธ ๊ฒฝ์šฐ Playwright๋กœ ์บก์ณํ•˜๋ฉฐ ์ด๊ฒƒ ์ €๊ฒƒ ์‹œ๋„ํ•˜๋Š”๋ฐ, ์œ ๋‹ˆํ‹ฐ๋กœ ๊ตฌํ˜„ํ•˜๋‹ˆ ์นด๋ฉ”๋ผ ์œ„์น˜ ์žก๋Š” ๋ฐ์—๋„ ํ•œ์ฐธ ๊ฑธ๋ ธ๋‹ค.

์ถœ๊ทผํ•˜๋ฉด ํšŒ์‚ฌ ๋‚ด ๊ฒŒ์ž„ ํด๋ผ์ด์–ธํŠธ ๊ฐœ๋ฐœ์ž ์˜†์— ์•‰์•„์„œ AI ์ฝ”๋”ฉ ์—์ด์ „ํŠธ๋ฅผ ์–ด๋–ป๊ฒŒ ํ™œ์šฉํ•˜๋Š”์ง€ ๊ด€์ฐฐ ์ข€ ํ•ด๋ด์•ผ๊ฒ ๋‹ค.

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, and users must use biometric tool backed by Palantir co-founder Peter Thiel

@JamesBaker says:

โ€œPeople are worried, and angry, about having to hand over biometric scans of their face to overseas companies just to access online platforms. This includes children.

โ€œUsers deserve to know who is behind these systems, how their data is being used, and to have a real choice about who verifies their identity online.โ€

openrightsgroup.org/press-rele

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"If the problem is that weโ€™ve painted our development environments into a corner that requires tons of boilerplate, then that is the problem. We should have been chopping the cruft away and replacing it with deterministic abstractions like weโ€™ve always done. Thatโ€™s what that Larry Wall quote about good programmers being lazy was about. It did not mean that we would be okay with pulling a damn slot machine lever a couple times to generate the boilerplate."

ratfactor.com/tech-nope2

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> But bringing on a CEO from a corporate journalism background into public media carried risk.

I think this is a major risk that we often fail to catch. Say it in media, governments, schools, companies, anywhere. Even if one really seems to resonate with the org value and mission, they may only know corporate ways to actually pursue that. That can really degrade things.

thewesternedge.media/p/i-had-a

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"Inventing the Future" by Nick (2015) is a political and philosophical journey leading to 3 mutually-reinforcing demands:
1. Full automation
2. Universal basic income
3. Reduced work-time

Automation is great when its rewards are shared: the Luddites protested not the machines, but the concentration of capital.

It seems there's not been a better occasion to demand full automation - many are doing that already.

Now is the time to agitate for and reduced work-time (again.)

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chatgpt๊ฐ€ ๋‚˜๋ฅผ Precision-driven aesthete, ๋ผ๊ณ  ํ‰ํ–ˆ๋Š”๋ฐ, ์Œ... ๋งˆ์Œ์— ๋“œ๋Š” ๊ฒฐ๊ณผ ๋‚ด๋†“์„ ๋•Œ๊นŒ์ง€ ์ด๊ฑธ๋กœ๋Š” ๋ถ€์กฑํ•˜๋‹ค๋ฉฐ ๋„ˆ๋ฌด? ๊ฐˆ๊ถœ๋‚˜. ๐Ÿ˜…๐Ÿ˜‡

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I've been honestly adding Co-Authored-By: Claude <noreply@anthropic.com> to every commit where I used an LLM even slightlyโ€”whether it's generating test scaffolding, drafting docs, or just bouncing ideas. I thought transparency was the right thing to do. Turns out, people see that trailer and immediately assume the whole thing is โ€œvibe codedโ€ AI slop, no further questions asked. The irony is that being honest about my process is what's getting my work dismissed.

Now I'm genuinely torn. Do I keep the trailer and accept that some people will write off my work at a glance? Or do I drop it and lose something I actually believe in? It's frustrating that there's no widely understood distinction between โ€œI prompted an LLM to write my entire appโ€ and โ€œI used an LLM as a tool while writing my own code.โ€ I don't have an answer yetโ€”just sitting with the discomfort for now.

Adding to this: much of my LLM usage actually goes into writing documentation and communicating in Englishโ€”a language that isn't mine but that open source essentially demands. For non-native English speakers, LLMs are a genuine equalizer. They let me write docs that don't get ignored for sounding awkward, and participate in discussions without spending twice the effort a native speaker would. But when English-native developers dismiss LLM-assisted writing wholesale, they're not even aware of the privilege baked into that judgment. It's like someone who's never had to do housework scoffing at a washing machine for making people โ€œlazyโ€โ€”easy to say when the burden was never yours to begin with.

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Hereby resolving to stop fucking nerd-sniping myself while making these important security-related changes to Paramiko.

It's one thing to "make thing better while you're touching it" & opportunistically edit code I wrote most of myself, like Fabric and Invoke.

It's another entirely for a ~25-year-old codebase (ie: many historical layers, API inconsistencies across eras, etc), the majority of whose LOC are (still!) not written by me or my core contributors (ie: style/layout differences constantly causing an eye-twitch).

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If you have a CD-ROM drive in your machine, you can make the CD-ROM that is
presently inserted available by typing 'mount /cdrom' as root. The CD-ROM
will be available under /cdrom/. Remember to do 'umount /cdrom' before
removing the CD-ROM (it will usually not be possible to remove the CD-ROM
without doing this.)

Note: This tip may not work in all configurations.

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If you have a CD-ROM drive in your machine, you can make the CD-ROM that is
presently inserted available by typing 'mount /cdrom' as root. The CD-ROM
will be available under /cdrom/. Remember to do 'umount /cdrom' before
removing the CD-ROM (it will usually not be possible to remove the CD-ROM
without doing this.)

Note: This tip may not work in all configurations.

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๐Ÿ• 2026-02-15 18:00 UTC

๐Ÿ“ฐ ๆŠ€่ก“็™บไฟกใ‚’ๅพŒๅ›žใ—ใซใ—ใŸ็งใŒใ€่ปข่ทใง่ฉฐใ‚“ใ ่ฉฑใ€‚ (๐Ÿ‘ 255)

๐Ÿ‡ฌ๐Ÿ‡ง Developer shares hard lesson: delaying tech blogging meant lacking proof of skills during job hunt. Advocates documenting learning publicly.
๐Ÿ‡ฐ๐Ÿ‡ท ๊ธฐ์ˆ  ๋ธ”๋กœ๊น…์„ ๋ฏธ๋ฃจ๋‹ค ์ด์ง์—์„œ ์‹ค๋ ฅ ์ฆ๋ช… ์ž๋ฃŒ ๋ถ€์กฑ์œผ๋กœ ๊ณ ์ƒํ•œ ๊ฐœ๋ฐœ์ž์˜ ๊ตํ›ˆ. ๋ถˆ์™„์ „ํ•ด๋„ ๊ณต๊ฐœํ•˜๊ณ  ๊ธฐ๋กํ•˜๋ผ.

๐Ÿ”— zenn.dev/igz0/articles/skill-w

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๋ฏธ ์—ฐ๋ฐฉ๋Œ€๋ฒ•์› ํŠธ๋Ÿผํ”„ ๊ด€์„ธ ์‚ฌ๊ฑด์€ ํŒ๊ฒฐ์ด 7์›”๊นŒ์ง€๋„ ๋Šฆ์ถฐ์งˆ ์ˆ˜ ์žˆ๋‹ค๊ณ . ์นœํŠธ๋Ÿผํ”„ ๋Œ€๋ฒ•๊ด€๋“ค์ด ๊ณ„์† ๋…ผ์ ์„ ๋Š˜๋ฆฌ๊ณ  ์žˆ๋Š” ๋“ฏ ํ•œ๋ฐ ๊ทธ๋Ÿฐ๋‹ค๊ณ  ๊ฒฐ๊ณผ๊ฐ€ ๋ฐ”๋€”์ง€๋Š” ๋ชจ๋ฅด๊ฒ ๋‹ค.

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P.Macinkovi vadรญ, ลพe EU mรก demokratickรฝ deficit a nemลฏลพeme si volit ฤleny Evropskรฉ komise. Moลพnรก si nevลกiml, ลพe v ฤŒR si takรฉ nevolรญme ฤleny vlรกdy. ฤŒlenem ฤeskรฉ vlรกdy se mลฏลพe stรกt nepolitik, ฤlovฤ›k co ve volbรกch propadl ฤi ani nekandidoval, a dokonce Slovรกk.

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For custom domains, currently works with CNAME, which redirects your entire domain to the relay. That's fine for a subdomain, but if you want your identity on your root domain, you probably already use it for something else.
We will add support for that. The relay will handle everything on a subdomain you dedicate to Holos, and automatically generate a webfinger file to host on your root domain. Your identity will be @you@yourdomain.com while the setup runs on a subdomain.

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์†Œ๋‹ˆ๊ฐ€ ์ž‘๊ณก AI์˜ ํ•™์Šต (์›๊ณก) ๋ฐ์ดํ„ฐ๋ฅผ ํŠน์ •ํ•  ์ˆ˜ ์žˆ๋Š” ๊ธฐ์ˆ ์„ ๊ฐœ๋ฐœํ–ˆ์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ์›๊ณก์˜ ๊ถŒ๋ฆฌ ๋ณด์œ ์ž๊ฐ€ AI ์„œ๋น„์Šค์ธก์— ์„ค๋ช…, ๋Œ€๊ฐ€๋ฅผ ์š”๊ตฌํ•  ์ˆ˜ ์žˆ๊ฒŒ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. www.nikkei.com/article/DGXZ... (์œ ๋ฃŒ ๊ธฐ์‚ฌ)

ใ‚ฝใƒ‹ใƒผใ‚ฐใƒซใƒผใƒ—ใ€ไฝœๆ›ฒAIใฎๅญฆ็ฟ’ใƒ‡ใƒผใ‚ฟใ‚’็‰นๅฎšใ€€ๅ‰ตไฝœ่€…ใธใฎๅฏพไพก็ฎ—...

ใ‚ฝใƒ‹ใƒผใ‚ฐใƒซใƒผใƒ—ใ€ไฝœๆ›ฒAIใฎๅญฆ็ฟ’ใƒ‡ใƒผใ‚ฟใ‚’็‰นๅฎšใ€€ๅ‰ตไฝœ่€…ใธใฎๅฏพไพก็ฎ—ๅ‡บๅฏ่ƒฝใซ - ๆ—ฅๆœฌ็ตŒๆธˆๆ–ฐ่ž

ใ€ใ‚ทใƒชใ‚ณใƒณใƒใƒฌใƒผ=ไธญ่—ค็Žฒใ€‘ใ‚ฝใƒ‹ใƒผใ‚ฐใƒซใƒผใƒ—ใฏไบบๅทฅ็Ÿฅ่ƒฝ๏ผˆAI๏ผ‰ใŒใคใใฃใŸ้Ÿณๆฅฝใ‹ใ‚‰ๅญฆ็ฟ’ใ‚„็”Ÿๆˆใซไฝฟใ‚ใ‚ŒใŸๆฅฝๆ›ฒใ‚’ๅ‰ฒใ‚Šๅ‡บใ™ๆŠ€่ก“ใ‚’้–‹็™บใ—ใŸใ€‚ๆ—ขๅญ˜ใฎๆฅฝๆ›ฒใŒๅˆฉ็”จใ•ใ‚Œใฆใ„ใŸๅ ดๅˆใซใ€AIใฎ้–‹็™บๅ…ƒใซ่ชฌๆ˜Žใ‚„ๅฏพไพกใ‚’ๆฑ‚ใ‚ใ‚‹ใ“ใจใŒๅฏ่ƒฝใซใชใ‚‹ใ€‚ๅŒ็คพใฏ้Ÿณๆฅฝ็”ŸๆˆAIใŒ็”Ÿใฟๅ‡บใ™ๅŽ็›Šใ‚’ใ‚ฏใƒชใ‚จใƒผใ‚ฟใƒผใ‚‰ใซ้…ๅˆ†ใ™ใ‚‹ไป•็ต„ใฟใฅใใ‚Šใซใ‚‚ๅฝน็ซ‹ใคใจใฟใฆใ„ใ‚‹ใ€‚้Ÿณๆฅฝใ‚„ๆ˜ ๅƒใ€ๅ‡บ็‰ˆใชใฉใฎใ‚ณใƒณใƒ†ใƒณใƒ„ๅˆ†้‡Žใงใฏใ€AI้–‹็™บไผๆฅญใซใ‚ˆใฃใฆ่‘—ไฝœ็‰ฉใŒ็„กๆ–ญใงAIใฎๅญฆ็ฟ’ใ‚„็”Ÿๆˆใซ

www.nikkei.com ยท ๆ—ฅๆœฌ็ตŒๆธˆๆ–ฐ่ž

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ๅ•†ไบบ็š„ใ€Œๅพทใ€ๅ’ŒๅพŒไธ–็š„ๆ„ๆ€้‚„ไธๅคชไธ€ๆจฃ๏ผŒๅฎƒไธๆ˜ฏๅฎข่ง€็š„่กŒ็‚บ่ฆ็ฏ„๏ผŒ่€Œๆ˜ฏๅ…ท้ซ”็š„ใ€Œ็ตฆๅฅฝ่™•ใ€ไน‹ๆ„ใ€‚็Ž‹็š„ใ€Œๅพทใ€ๆ˜ฏ็ตฆ่‡ฃๆฐ‘ๅฅฝ่™•๏ผŒๅฎƒ็š„ๅ็พฉ่ฉžๆ˜ฏๆ‡ฒๆˆ’๏ผŒๆ˜ฏใ€Œ็ฝชใ€ๅ’Œใ€Œ็ฝฐใ€๏ผŒๅ…ฉๆ‰‹้ƒฝไธๅฏๅฐ‘๏ผšใ€Œ็”จ็ฝชไผๅŽฅๆญป๏ผŒ็”จๅพทๅฝฐๅŽฅๅ–„ใ€‚ใ€็›ดๅˆฐๅ‘จๅ…ฌๅœจ่ฅฟๅ‘จๅˆๆœŸ็™ผๅฑ•ๅ‡บใ€Œๆ•ฌๅพทใ€็š„็†ๅฟต๏ผŒใ€Œๅพทใ€ๆ‰้€ๆผธ่ขซ็•ถไฝœไธ€็จฎ้€š่กŒ็š„ๅƒนๅ€ผ่ง€ใ€‚

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