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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ใ“ใ‚Œๅˆใ‚ใฆใกใ‚ƒใ‚“ใจ่ฆ‹ใŸใ‘ใฉใ€ๆ”พ้€ๅฑ€ใ‚„ไปฃ็†ๅบ—ใ€ใ‚นใƒใƒณใ‚ตใƒผใธใฎๆ„Ÿ่ฌใ‹ใ‚‰ใ€Œๆฐ‘้–“ๆ”พ้€ใ€ใฎๆญดๅฒใฎๆต…ใ•ใŒ้€†่ชฌ็š„ใซๆŒใคๆ„ๅ‘ณใ€ๆถˆ่ฒป่€…ใพใงใ‚‚ใŒใ€Œ็•ช็ต„้–ขไฟ‚่€…ใ€ใจ่ฉฑใ‚’ๅบƒใ’ใฆใ„ใๅคง้ขจๅ‘‚ๆ•ทใ€ใƒ“ใƒผใƒซใ‚’้ฃฒใฟๅนฒใ™ใƒ‘ใƒ•ใ‚ฉใƒผใƒžใƒณใ‚นโ€ฆโ€ฆใจใ€ใ€Œๆฐ‘ๆ”พใฎใƒ†ใƒฌใƒ“ใฎใƒ‘ใƒผใ‚ฝใƒŠใƒชใƒ†ใ‚ฃใ€ใŒ่‡ชๅˆ†ใฎไป•ไบ‹ใฎๆ„็พฉใ‚’ๆœ€ๅคง้™่กจ็พใ™ใ‚‹ใ‚ˆใ†ใช5ๅˆ†้–“ใงใƒ“ใƒ“ใ‚‹ใ€‚

ใ€Œใ˜ใ‚ƒใ€ไนพๆฏใ€‚ใ•ใ‚ˆใชใ‚‰๏ผใ€ใ€€ใ€Œใƒ‹ใƒฅใƒผใ‚นใ‚นใƒ†ใƒผใ‚ทใƒงใƒณใ€ๆœ€็ต‚ๅ›žใ€€ไน…็ฑณๅฎใ•ใ‚“ใ‚ใ„ใ•ใค(2026ๅนด1ๆœˆ13ๆ—ฅ) - YouTube youtube.com/watch?v=CcKF_CuaPd

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Microsoft is the latest tech giant promising to address frustrations among local communities around its data centers. It has made five pledges today to address concerns that have stymied plans to build out new AI data centers www.theverge.com/news/861080/...

Microsoft scrambles to quell f...

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decent growth rate on the forkiverse this week. if it continues at this rate (i think it almost certainly will) we should be at 213 million users by next year. although obviously this is an estimate, and it's possible that the growth rate increases.

a screen shot of new users on the forkiverese (4,106) and the growth rate in a week +410,500%
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์ •๋ง ์›ƒ๊ธด ์‚ฌ์‹ค: ๊ตฅ ์ชฝ์—์„œ ์ˆœ์ˆœํžˆ ์ง€์ •์ผ์ž์— ๊ตฌํ˜•์„ ๋ฐ›๊ณ  ์žฌํŒ์ง€์—ฐ์„ ์‹œํ‚ค์ง€ ์•Š์•˜๋‹ค๋ฉด ์ด๋Ÿฐ ๊ทธ๋ฆผ์€ ๋‚˜์˜ค์ง€ ์•Š์•˜์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค

RE: https://bsky.app/profile/did:plc:rt7ek2ephcgoa4n2ftaem2lp/post/3mccoukkcuc2y

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ๅ“‡๏ผŒๆญปๅˆ‘ ๏ผ

news.ltn.com.tw/news/world/bre

ๆถ‰้•ๆ†ฒๅฎฃๅธƒๆˆ’ๅšดๅผ•็™ผๅ…งไบ‚๏ผ ๅ—้Ÿ“ๆชขๆ–นๆฑ‚่™•ๅฐน้Œซๆ‚…ๆญปๅˆ‘ - ๅœ‹้š› - ่‡ช็”ฑๆ™‚ๅ ฑ้›ปๅญๅ ฑ

ๅ‰ๅ—้Ÿ“็ธฝ็ตฑๅฐน้Œซๆ‚…ๆถ‰ๅซŒใ€Œๅ…งไบ‚็ฝชใ€ไธ€ๆกˆ๏ผŒๅ—้Ÿ“้ฆ–็ˆพไธญๅคฎๅœฐๆ–นๆณ•้™ข13ๆ—ฅ่ˆ‰่กŒ็ต‚ๅฑ€่พฏ่ซ–ๅบญ๏ผŒ็‰นๅˆฅๆชขๅฏŸๅฎ˜็•ถๅบญ่ซ‹ๆฑ‚ๆณ•้™ขๅฐๅฐน้Œซๆ‚…ๅˆค่™•ๆญปๅˆ‘๏ผŒๆŒ‡ๅ…ถๆ–ผ2024ๅนด12ๆœˆ3ๆ—ฅ้•ๆ†ฒๅฎฃๅธƒๆˆ’ๅšด๏ผŒๅ‹•็”จ่ป่ญฆๅŠ›้‡ไผๅœ–้ก›่ฆ†ๆ†ฒๆ”ฟ็งฉๅบ๏ผŒๆง‹ๆˆๅฐๆฐ‘ไธป้ซ”ๅˆถ็š„ๅšด้‡ๅจ่„…ใ€‚ๆชขๆ–นๆŒ‡ๅ‡บ๏ผŒๅฐน้Œซๆ‚…ๅœจๆ—ข็„กๆˆฐ็ˆญใ€ไบฆ็„กๅœ‹ๅฎถ็ทŠๆ€ฅ็‹€ๆ…‹ๆˆ–ๅ…ถไป–ๅˆๆณ•ไบ‹็”ฑ็š„ๆƒ…ๆณไธ‹๏ผŒๆ“…่‡ช้ ’ๅธƒๆˆ’ๅšดไปค๏ผŒไธฆไธ‹ไปค่ชฟๅ‹•่ป้šŠ่ˆ‡่ญฆๅฏŸๅฐ้Ž–ๅœ‹ๆœƒๅคง้–€๏ผŒ้˜ปๆ’“ๅœ‹ๆœƒ่ญฐๅ“ก่กจๆฑบ่งฃ้™คๆˆ’ๅšดใ€‚ๆญคๅค–๏ผŒไป–้‚„ๆถ‰ๅซŒไธปๅฐŽ้€ฎๆ•ๅŒ…ๆ‹ฌๅœ‹ๆœƒ่ญฐ้•ท็ฆนๅ…ƒๆคใ€็•ถๆ™‚ๆœ€ๅคงๅœจ้‡Ž้ปจๅ…ฑๅŒๆฐ‘ไธป้ปจไปฃ่กจๆŽๅœจๆ˜Žใ€ๅ‰ๅœ‹ๆฐ‘ๅŠ›้‡้ปจไปฃ่กจ้Ÿ“ๆฑๅ‹ณ๏ผŒๅŠไธญๅคฎ้ธ่ˆ‰็ฎก็†ๅง”ๅ“กๆœƒๅฎ˜ๅ“ก็ญ‰้—œ้ตๆ”ฟๆฒปไบบ็‰ฉใ€‚

news.ltn.com.tw ยท ่‡ช็”ฑๆ™‚ๅ ฑ้›ปๅญๅ ฑ

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Security by Design instead of Surveillance by Default.
That is Parliamentโ€™s line on and it is the only one that actually protects children without spying on millions of innocent citizens.
Hold the line in 2026!
Read the full interview: euperspectives.eu/2025/12/brey [link fixed]

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์ €๋Š” ์šฐ์šธํ•ด์ง€์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค!! ์•ž์œผ๋กœ๋„ ์—ด์‹ฌํžˆ ์ œ๊ฒŒ ๋‹ค๊ฐ€์™€์ค€ ์—ฌ๋Ÿฌ๋ถ„์—๊ฒŒ ๋ณต์‹คํ•œ ํ„ธ๋กœ ๋ณด๋‹ตํ•˜๋ฉฐ(?) ํผ๋ฆฌ ์ž…๋ฌธ์‹œํ‚ฌ๊ฑฐ์•ผ(??) ์—ด์‹ฌํžˆ ๋ธ”์นœ์—๊ฒŒ ํ„ธ๋จน์—ฌ์„œ ํผ๋ฆฌ๋งŒ๋“ค์–ด์•ผ์ง€~~(์ชฝ)

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Ministerprรคsident Daniel Gรผnther forderte bei Lanz KEINE Zensur von NIUS, sondern ein Social-Media-Verbot fรผr bis 16-Jรคhrige โ€“ aber dass die rechten Medien einen Shitstorm mit Verdrehungen seiner Worte gegen ihn anzetteln, zeigt, wie er Recht hat: Sie sind es, die Andersdenkende mit Desinformation mundtot machen wollen. Ein Faktencheck. volksverpetzer.de/faktencheck/

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๊ทผ๋ฐ ์ƒ๊ฐํ•˜๋‹ˆ ๋‹ค์‹œ๊ธˆ ๋นก์น˜๋Š” ๊ฒŒ ๋‚ด๊ฐ€ ์‚ด๋ฉด์„œ ๊ฐ€์žฅ ๋ฌด๊ฒŒ๊ฐ ์žˆ๋Š” ์‚ดํ•ดํ˜‘๋ฐ•, ์•„๋‹ˆ ์‚ด์ธ๊ธฐ์ˆ˜๊ฐ€ ๊ตฅ๋†ˆ์ด ํ•œ ๊ณ„์—„๋ น์ด์—ˆ๋‹ค๊ณ , ๊ทธ ๋†ˆ์ด ๋ณด๋‚ธ ๊ตฐ๋Œ€๋ฅผ ์œ ํŠœ๋ธŒ๋กœ ๋ณด๋ฉด์„œ ๋ฐœ๋ฐœ ๋–จ์—ˆ๋‹ค๊ณ . ๋‚ด ๋‚˜๋ฆ„ ํ‰ํƒ„ํ•œ ์ธ์ƒ์„œ ์ง„์งœ ๊ฐ€๋Šฅ์„ฑ ์žˆ๋Š”, ์•„๋‹ˆ ์‹คํŒจํ•œ ๋‚˜์™€ ๋‚ด ์ฃผ๋ณ€์ธ์— ๋Œ€ํ•œ ์‚ดํ•ด์‹œ๋„์˜€๋‹ค๊ณ . ๊ทธ๋Ÿฐ ๋†ˆ ์‚ฌํ˜•์— ๊ธฐ์˜์ง€ ์•Š์„ ๋ฆฌ๊ฐ€ ์žˆ์–ด?

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๋ธ”์นœ์†Œ ๊ฒธ ๋ฉ”์ธ ํฌ์ŠคํŠธ ์„œ์šธ ์‚ฌ๋Š” ๋Œ€๊ตฌ ์‚ฌ๋žŒ, ๋ชจํƒœ ์‚ผ์„ฑ ๋ผ์ด์˜จ์ฆˆ ํŒฌ ๋ฆฌ๋“ฌ๊ฒŒ์ž„, ์Œ์•… ๊ฐ์ƒ, ์•ผ๊ตฌ, ์ˆ  ์ข‹์•„ํ•จ ์ผ์ƒ, ํ—›์†Œ๋ฆฌ ์™ธ์—๋„ ์ง„๋ณด ๊ด€์ ์˜ ์‹œ์‚ฌยท์ •์น˜ ๋“ฑ ๋‹ค์–‘ํ•œ ์ฃผ์ œ์— ๋Œ€ํ•ด์„œ ์ด์•ผ๊ธฐํ•ฉ๋‹ˆ๋‹ค

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ํ˜„๋Œ€์„ฑ์˜ ์„ฑ์งˆ ์ค‘ ํ•˜๋‚˜๋Š” ํ˜•์‹, ๋ฌธ๋ฒ•, ์Šคํฌ๋ฆฝํŠธ ๋”ฐ์œ„๋กœ ์ธ๊ฐ„์˜ ํ•ด์„์ด๋‚˜ ํ–‰์œ„๋ฅผ ๋ถ„ํ•ดํ•˜๊ณ  ์žฌ๊ตฌ์„ฑํ•˜๊ณ  ๊ธฐ๊ณ„ํ™”ํ•˜๋Š” ๊ฒƒ์ด๋‹ค. ๊ด€๋ฃŒ์ œ๋‚˜ ๊ณต์žฅ, ๊ตฐ๋Œ€๊ฐ€ ๊ทธ๋ ‡๋“ฏ์ด. ์†Œ์™ธ์™€ ๋„๊ตฌํ™”๋Š” ํ•„์—ฐ์ ์ธ ํšจ๊ณผ์ด๋‹ค.

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RE: cyberplace.social/@WiteWulf/11

"(...) Gemeinschaft ist wichtiger als Algorithmen. Gemeinschaft macht das Fediverse vielfรคltig und widerstandsfรคhig. Sie entsteht bewusst, ist kontextabhรคngig und wird maรŸgeblich davon geprรคgt, wo man sich zugehรถrig fรผhlt. Und es gibt Platz, selbst wenn man zu viele Gesichter hat. (...)" sagt @mapacheMaho ๐Ÿฆ๐Ÿป als Mitautor des Forkdiverse Experiments.

thx to @WiteWulfGary Parker :party_porg: for creating such inspiring timeline. ๐Ÿ‘‹

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New on the Mystery AI Hype Theater 3000 newsletter:

Labeling resistance to "AI" as "denialism" is an attempt to dismiss it out of hand.
The narrative of the denialism frame is that those opposing "AI" are afraid, under-informed and/or engaging in wishful thinking. None of that is true: The people who oppose the "AI" project are actively fighting and refusing to accept the premise of tech bros and AI boosters.

buttondown.com/maiht3k/archive

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Have you ever looked at the impressive results that LLMs get on benchmarks or difficult exams and wondered if these results are everything they seem? Some of these are due to something called data leakage, where assessments leak into the training data and the models memorise the answers.

If you'd like to learn more about how this classic pitfall of machine learning calls many of the results we see on LLM performance into question, check out my latest blog post.

t-redactyl.io/posts/2025-12-30

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ๅ“‡๏ผŒๆญปๅˆ‘ ๏ผ

news.ltn.com.tw/news/world/bre

ๆถ‰้•ๆ†ฒๅฎฃๅธƒๆˆ’ๅšดๅผ•็™ผๅ…งไบ‚๏ผ ๅ—้Ÿ“ๆชขๆ–นๆฑ‚่™•ๅฐน้Œซๆ‚…ๆญปๅˆ‘ - ๅœ‹้š› - ่‡ช็”ฑๆ™‚ๅ ฑ้›ปๅญๅ ฑ

ๅ‰ๅ—้Ÿ“็ธฝ็ตฑๅฐน้Œซๆ‚…ๆถ‰ๅซŒใ€Œๅ…งไบ‚็ฝชใ€ไธ€ๆกˆ๏ผŒๅ—้Ÿ“้ฆ–็ˆพไธญๅคฎๅœฐๆ–นๆณ•้™ข13ๆ—ฅ่ˆ‰่กŒ็ต‚ๅฑ€่พฏ่ซ–ๅบญ๏ผŒ็‰นๅˆฅๆชขๅฏŸๅฎ˜็•ถๅบญ่ซ‹ๆฑ‚ๆณ•้™ขๅฐๅฐน้Œซๆ‚…ๅˆค่™•ๆญปๅˆ‘๏ผŒๆŒ‡ๅ…ถๆ–ผ2024ๅนด12ๆœˆ3ๆ—ฅ้•ๆ†ฒๅฎฃๅธƒๆˆ’ๅšด๏ผŒๅ‹•็”จ่ป่ญฆๅŠ›้‡ไผๅœ–้ก›่ฆ†ๆ†ฒๆ”ฟ็งฉๅบ๏ผŒๆง‹ๆˆๅฐๆฐ‘ไธป้ซ”ๅˆถ็š„ๅšด้‡ๅจ่„…ใ€‚ๆชขๆ–นๆŒ‡ๅ‡บ๏ผŒๅฐน้Œซๆ‚…ๅœจๆ—ข็„กๆˆฐ็ˆญใ€ไบฆ็„กๅœ‹ๅฎถ็ทŠๆ€ฅ็‹€ๆ…‹ๆˆ–ๅ…ถไป–ๅˆๆณ•ไบ‹็”ฑ็š„ๆƒ…ๆณไธ‹๏ผŒๆ“…่‡ช้ ’ๅธƒๆˆ’ๅšดไปค๏ผŒไธฆไธ‹ไปค่ชฟๅ‹•่ป้šŠ่ˆ‡่ญฆๅฏŸๅฐ้Ž–ๅœ‹ๆœƒๅคง้–€๏ผŒ้˜ปๆ’“ๅœ‹ๆœƒ่ญฐๅ“ก่กจๆฑบ่งฃ้™คๆˆ’ๅšดใ€‚ๆญคๅค–๏ผŒไป–้‚„ๆถ‰ๅซŒไธปๅฐŽ้€ฎๆ•ๅŒ…ๆ‹ฌๅœ‹ๆœƒ่ญฐ้•ท็ฆนๅ…ƒๆคใ€็•ถๆ™‚ๆœ€ๅคงๅœจ้‡Ž้ปจๅ…ฑๅŒๆฐ‘ไธป้ปจไปฃ่กจๆŽๅœจๆ˜Žใ€ๅ‰ๅœ‹ๆฐ‘ๅŠ›้‡้ปจไปฃ่กจ้Ÿ“ๆฑๅ‹ณ๏ผŒๅŠไธญๅคฎ้ธ่ˆ‰็ฎก็†ๅง”ๅ“กๆœƒๅฎ˜ๅ“ก็ญ‰้—œ้ตๆ”ฟๆฒปไบบ็‰ฉใ€‚

news.ltn.com.tw ยท ่‡ช็”ฑๆ™‚ๅ ฑ้›ปๅญๅ ฑ

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์›๋ž˜ โ€œ์ด๋‹จโ€์€ ์ •์น˜์˜ ์–ธ์–ด๋„ ์„ธ์†์˜ ์–ธ์–ด๋„ ์•„๋‹ˆ๊ณ  ๊ตํšŒ์˜ ์–ธ์–ด๋‹ค. ์šฐ๋ฆฌ๋Š” ์ •ํ†ต์ด๊ณ  ๋„ˆ๋„ค๋Š” ์ด๋‹จ์ด๋‹ค ์ด๊ฑฐ์ง€. ๋‚ด๊ฐ€ ๊ธฐ๋…๊ต ๊ฐ•์ œ 14๋…„์œผ๋กœ ์–ป์€ ๊ฒฝํ—˜์— ์˜ํ•˜๋ฉด ์ •ํ†ต๊ต๋‹จ๊ณผ ์ด๋‹จ์€ ์ŠคํŽ™ํŠธ๋Ÿผ์ด๋‹ค. โ€์ด๋‹จโ€œ์„ ๋‚ด์„ธ์šฐ์ง€ ์•Š์•„๋„ ํ•ด๋‹น ๊ต๋‹จ์˜ ์ •๊ต์œ ์ฐฉ์„ ์•Œ์•„์„œ ์ฒ˜๋ฒŒํ•˜๋ฉด ๋  ์ผ์ด๋‹ค. ํ•˜์ง€๋งŒ ๋Œ€ํ•œ๋ฏผ๊ตญ ๊ฐ“๋ฐ˜์ธ๋“ค์€ ์‹ ๊ฒฝ ์•ˆ์“ฐ๊ฒ ์ง€ ๋ญโ€ฆ.

RE: https://bsky.app/profile/did:plc:g23eq6mc3wh6nk5kmxbobm6i/post/3mcbct7frq72b

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