Building AI Infra at @Humain |Ex- @Microsoft | EX-@awscloud | This account is a duet with my cool branding squad | https://xitter.cf/t.co/3bI4YEbKpj

London, England
Joined December 2023
The main benefit of hosting my how wireguard in Unifi and Amnezia in my homelab server ๐Ÿ˜ you own and control everything
โ€ผ๏ธ Researcher Erica Windisch skipped coordinated vulnerability disclosure and published 11 unpatched Tailscale flaws. In her lab, Tailscale SSH race conditions let one hacked device get root on other servers and add a rogue node.
Readers added context they thought people might want to know
The Tailscale SSH findings require prior authorized access on the tailnet per the researcher's report; Tailscale stated issues concern post-authorization behavior only and did not recommend disabling SSH for everyone. tailworm.com x.com/IntCyberDigestโ€ฆ
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Fix my typos: The main benefit of hosting my own WireGuard VPN on UniFi and Amnezia on my homelab server is that I own and control everything! ๐Ÿ˜
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I am testing Kimi K3.1 Pro and I can say it is really good! Well done @Kimi_Moonshot and congrats on this release!
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ู‡ูˆ ู…ุด ู…ู‚ุฑุด ุจู‚ุงู„ู‡ ูุชุฑุฉ ุจูŠู‚ูˆู„ ู†ูุณ ุงู„ูƒู„ุงู…ุŸ ูˆู„ุง ุนุดุงู† ู…ู‚ุฑุด ู…ุด ุงู‚ุฑุน ู…ุด ู‡ู†ุงุฎุฏ ุจูƒู„ุงู…ู‡ ๐Ÿ˜ @me2resh ุฃู‡ู… 6 ู†ู‚ุงุท ููŠ ูƒู„ุงู…ู‡: 1. ู…ุชุซู‚ุด ููŠ ุงู„ู€ AI ุซู‚ุฉ ุนู…ูŠุงุก: ู„ุฃู†ู†ุง ู…ุด ุฏุงูŠู…ู‹ุง ุจู†ู‚ุฏุฑ ู†ูุณุฑ ู„ูŠู‡ ุงู„ู†ู…ูˆุฐุฌ ุฎุฏ ู‚ุฑุงุฑ ู…ุนูŠู†ุŒ ุจุนูƒุณ ุงู„ุจุฑุงู…ุฌ ุงู„ุชู‚ู„ูŠุฏูŠุฉ. 2. ุงูุตู„ ุงู„ุฐูƒุงุก ุนู† ุงู„ุชุญูƒู…: ุงู„ู€ AI Model ูŠููƒุฑ ูˆูŠู‚ุชุฑุญ ูˆูŠู†ูุฐ ู…ู‡ุงู…ุŒ ู„ูƒู† ุงู„ุตู„ุงุญูŠุงุช ูˆุญุฏูˆุฏ ุงู„ุชู†ููŠุฐ ู„ุงุฒู… ุชุชุญูƒู… ููŠู‡ุง ุฃู†ุธู…ุฉ ู…ุณุชู‚ู„ุฉ ุนู†ู‡. (ู‡ู„ ู‡ู†ุง ุจู‚ู‰ ูŠูƒูˆู† harness ู…ุนูŠู† ุงูˆ ู…ุง ูŠู…ุงุซู„) 3. ู„ุงุฒู… ูŠุจู‚ู‰ ููŠู‡ Emergency Brake: ุฃูŠ AI Agent ู„ุงุฒู… ู†ู‚ุฏุฑ ู†ูˆู‚ูู‡ ููˆุฑู‹ุงุŒ ุญุชู‰ ู„ูˆ ููŠ ู†ุต ุชู†ููŠุฐ ู…ู‡ู…ุฉ. (ุงู„ุฑู‡ูˆุงู† ู‡ุฑุจ) 4. ุณุฌู„ ูƒู„ ุชุตุฑู ู…ู‡ู…: ู„ุงุฒู… ูŠูƒูˆู† ููŠู‡ ุณุฌู„ ูˆุงุถุญ ูˆู‚ุงุจู„ ู„ู„ู…ุฑุงุฌุนุฉ ู„ูƒู„ ู‚ุฑุงุฑ ุฃูˆ ุฅุฌุฑุงุก ู…ู‡ู… ุงุชุฎุฐู‡ ุงู„ู€ AIุŒ ูˆูŠูƒูˆู† ู…ุญู…ูŠ ู…ู† ุงู„ุชู„ุงุนุจ. ู‡ู†ุง ูƒุฃู† ููŠ immutable events for the actions 5. ุงูุชุฑุถ ุฅู† ุงู„ู†ู…ูˆุฐุฌ ู…ู…ูƒู† ูŠูƒูˆู† Compromised: ุฒูŠ ู…ุง ุจู†ุตู…ู… ุฃู†ุธู…ุฉ ุงู„ุฃู…ู† ุงู„ุณูŠุจุฑุงู†ูŠ ุนู„ู‰ ุฃุณุงุณ ุฅู† ุงู„ุงุฎุชุฑุงู‚ ู…ู…ูƒู† ูŠุญุตู„ุŒ ู„ุงุฒู… ู†ุทุจู‚ ู†ูุณ ุงู„ูู„ุณูุฉ ุนู„ู‰ ุงู„ู€ AI. 6. ุงู„ู…ุณุคูˆู„ูŠุฉ ุชูุถู„ ุนู„ู‰ ุงู„ุจุดุฑ ูˆุงู„ุดุฑูƒุงุช: ู…ูŠู†ูุนุด ุดุฑูƒุฉ ุชู‚ูˆู„ ุฅู† ู…ุฒูˆุฏ ู†ู…ูˆุฐุฌ ุงู„ุฐูƒุงุก ุงู„ุงุตุทู†ุงุนูŠ ุฃูƒุฏ ู„ู‡ุง ุฅู†ู‡ ุขู…ู†ุŒ ูˆุจุงู„ุชุงู„ูŠ ุชุฎู„ูŠ ู…ุณุคูˆู„ูŠุชู‡ุง ุนู† ู‚ุฑุงุฑุงุชู‡.
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Worth reading
The usefulness of Amazonโ€™s 6-page memo has been nuked by AI-generated text (employees sit in meetings suspecting text is AI and tune out). Suspicious memos tagged as AI;DR (AI, didnโ€™t read).
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ููŠ ูƒุฐุง ูˆุงุญุฏ ููŠ ู…ุฌุงู„ ุงู„ุชูŠูƒ ูƒู„ ูŠูˆู… ูŠุนู…ู„ูˆุง ุงู„ุญุฑูƒุฉ ุฏูŠู‡ ุจุบุฑุถ ุฅู†ู‡ ูŠุนู†ูŠ ูŠุจุงู† ู…ุญู†ูƒ ูˆูƒุฏู‡ ุจุณ ุงู„ู†ุงุณ ู…ุด ุจุชุฑูƒุฒ
ู…ููŠุด ู„ุบุฒ ููŠ ุงู„ุงูƒูˆู†ุช ุฏุงุŒ ุงู„ุงูƒูˆู†ุช ุฏุง ุนู„ูŠู‡ 260 ุฃู„ู ุชูˆูŠุชุฉ ุนุจุงุฑุฉ ุนู† ุชู†ุจุคุงุช ู ู‡ูˆ ุชู‚ุฑูŠุจุง ูƒุชุจ ูƒู„ ุงู„ุชู†ุจุคุงุช ุงู„ู„ูŠ ููŠ ุงู„ุฏู†ูŠุง ู ุทุจูŠุนูŠ ุงูŠ ุญุงุฌุฉ ู‡ุชุญุตู„ ู‡ูŠูƒูˆู† ูƒุชุจู‡ุง ุนุดุงู† ูŠุฑุฌุน ูŠูƒูˆุช ุจุฃู†ู‡ ู‚ุงูŠู„ ุงู„ูƒู„ุงู… ุฏุง ู‚ุจู„ ูƒุฏุง
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ู…ุฏู„ุณ ุจุดูƒู„ ุตุนุจ
Mass immigration has been a catastrophe for Europe. There is no issue more urgent before the continent than to correct this mistake.
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Moustafa A Mahmoud retweeted
this is 1968, same catastrophe, no mass immigration. conclusion: coders, like LLMs, can hallucinate
Mass immigration has been a catastrophe for Europe. There is no issue more urgent before the continent than to correct this mistake.
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ูƒู„ ุงุฎูˆุงุชู†ุง ุงู„ุนุฑุจ ูˆุงู„ู…ุณู„ู…ูŠู† ู…ู†ูˆุฑูŠู† ู…ุตุฑ. ูˆู‡ูŠ ุจู„ุฏู‡ู… ุงู„ุซุงู†ูŠ (ูˆุงู„ุฃูˆู„ู‰) ูˆุจูŠุชู‡ู… ูˆุงุญู†ุง ู…ุจุณูˆุทูŠู† ุจูˆุฌูˆุฏ ูƒู„ ุงู„ุฃุฎูˆุฉ ูˆูƒู„ู†ุง ุนุงุฑููŠู† ุฅู† ุงู„ุนู„ุงู‚ุงุช ุนู„ู‰ ุฃุฑุถ ุงู„ูˆุงู‚ุน ู…ุฎุชู„ูุฉ ุชู…ุงู…. ุฑุจู†ุง ูŠุญูุธ ุจู„ุงุฏ ุงู„ู…ุณู„ู…ูŠู† ูˆูŠุญู‚ู† ุฏู…ุงุกู‡ู…
ุฒูˆู„ ุณูˆุฏุงู†ูŠ ูŠูˆุฏุน ุฃุดู‚ุงุกู‡ ุงู„ู…ุตุฑูŠูŠู† ู‚ุจู„ ุนูˆุฏุชู‡ ุฅู„ู‰ ุงู„ุณูˆุฏุงู† - ุจูƒู„ู…ุงุช ู‡ู‰ ุงู„ุฃุตุฏู‚ ูˆุงู„ุฃู†ุจู„ ุชุนูƒุณ ุนู…ู‚ ุงู„ุชุฑุงุจุท ูˆุงู„ุชุขุฎูŠ ุจูŠู† ุงู„ุดุนุจูŠู†. #ู…ุตุฑ #ุงู„ุณูˆุฏุงู†
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ุดู‡ุงุฏุชูŠ ููŠ ุฃุจูˆ ุจูƒุฑ ู…ุฌุฑูˆุญุฉ ุจุณ ู‡ูˆ ุฃู†ุง ู…ุด ู…ุชุฎูŠู„ ุฅู† ููŠ ุญุฏ ูุถู‰ ู†ูุณู‡ ูˆุนู…ู„ ูƒูˆุฑุณ ุจุงู„ุชูุงุตูŠู„ ุฏูŠู‡ ูˆุงู„ูˆู‚ุช ุฏู‡ ู„ู„ู‡ ูˆุจุจู„ุงุด ูˆุญู‚ูŠู‚ูŠ ูƒูˆุฑุณ ุนุงู„ูŠ ุงู„ุฌูˆุฏุฉ ู…ุด ุนุงุฑู ุงู‚ูˆู„ ุงูŠู‡ ุนู„ู‰ ุฌูˆุฏุฉ ุงู„ู…ุญุชูˆู‰ ุบูŠุฑ ุฑุจู†ุง ูŠุฃุฌุฑู‡ ููŠ ุงู„ุขุฎุฑุฉ ุงู„ุฌู†ุฉ ูˆููŠ ุงู„ุฏู†ูŠุง ุฑุจู†ุง ูŠู…ุชุนู‡ ุจุงู„ุนู„ู… ูˆุงู„ุตุญุฉ
ุจุฏุฃุช ู…ู† ูุชุฑุฉ ูƒูˆุฑุณ ูƒุงู…ู„ ู„ุจู†ุงุก LLM ู…ู† ุงู„ุตูุฑ . ู…ุญุงูˆู„ุฉ ู…ู†ูŠ ู„ุณุฏ ูุฌูˆุฉ ูƒุจูŠุฑุฉ ููŠ ุงุชู‚ุงู† ู‡ุฐู‡ ุงู„ุชู‚ู†ูŠุงุช. ุงู„ูƒูˆุฑุณ 17 ุณุงุนุฉ. ุฃุตุฏุฑู†ุง 4 ู…ุญุงุถุฑุงุช ุญุชู‰ ุงู„ุขู†, ุขุฎุฑู‡ุง ุฃุณุงุณูŠุงุช ุงู„ู€ PyTorch ุงู„ู„ุงุฒู…ุฉ ู„ุดุฎุต ู„ู… ูŠุณุชุฎุฏู… ุงู„ู…ูƒุชุจุฉ ู…ู† ู‚ุจู„, ูˆ ุชุฌู‡ูŠุฒู‡ ู‚ุจู„ ู„ุจู†ุงุก ุงู„ู€ Transformers youtube.com/watch?v=pQ1V_Updโ€ฆ ..
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ุฃูŠ ุญุฏ ุจูŠุงุฎุฏ ููŠุฏูŠูˆ ุฒู…ูŠู„ ู„ูŠู‡ ุนุฑุจูŠ ูˆูŠูƒุชุจ ุนู†ู‡ ูˆู„ุง ูŠุดูŠุฑ ู„ูŠู‡ ููŠ ู…ู†ุดูˆุฑู‡ ุจุญุณู‡ ุณุฑู‚ุฉ. ู†ูุณ ุงู„ูƒู„ุงู… ู„ู„ู†ุงุณ ุงู„ู„ูŠ ุจุชุงุฎุฏ ู…ุญุชูˆู‰ ุฅู†ุฌู„ูŠุฒูŠ ูˆุชุชุฑุฌู…ู‡ ุฏูˆู† ุงู„ุฅุดุงุฑุฉ ู„ู„ู…ุตุฏุฑ. ูŠุง ุดุจุงุจ ุฏูŠู‡ ุญุงุฌุฉ ู„ุง ุชู†ุชู‚ุต ู…ู†ูƒ ุฅู†ูƒ ุชุดูŠุฑ ู„ุตุงุญุจ ุงู„ู…ุญุชูˆู‰ ู…ุด ู‡ูŠู‚ู„ู„ ู…ู†ูƒ ูˆุนุงุฏูŠ ุฃู†ุงู‚ุด ุงู„ู…ุญุชูˆู‰ ูˆุงู‚ูˆู„ ุงู†ูŠ ุจุทุฑุญ ุทุฑูŠู‚ุฉ ู…ุฎุชู„ูุฉ ู„ู„ุดุฑุญ. ูุฑุถุงู‹ ุฃุญู…ุฏ ุงู„ุฃู…ุงู… ุนู…ู„ ููŠุฏูŠูˆ ุจูŠุชูƒู„ู… ุนู† ููƒุฑุฉ ู…ุนูŠู†ุฉ ูˆุนุฌุจู†ูŠ ุงู„ููŠุฏูŠูˆ ุจุชุงุนู‡ ูˆุญุงุณุณ ุงู†ูŠ ุงุนุฑู ุงุดุฑุญู‡ ุงุญุณู† ู…ู†ู‡ ู…ุซู„ุง ุงูˆ ุงุนุฑุถ ุทุฑูŠู‚ุฉ ุดุฑุญ ู…ุฎุชู„ูุฉ ุนุงุฏูŠ ูŠุง ุดุจุงุจ ุงุนู…ู„ ููŠุฏูŠูˆ ุงูˆ ุงูƒุชุจ ูˆุงู‚ูˆู„ ุงู† ุดูˆูุช ุงู„ููƒุฑุฉ ุนู†ุฏ ุงุญู…ุฏ ูˆุนู†ุฏูŠ ุทุฑุญ ู…ุฎุชู„ู. ุงู„ุดุฎุต ุงู„ู„ูŠ ุจูŠูู‡ู… ู‡ูŠุชุญุฑู… ุฏู‡. ุจุณ ู†ู‚ุทุฉ ู…ู„ู‡ุงุด ุนู„ุงู‚ุฉ ุฃู†ุง ุจุนู…ู„ mute/hide/block ู„ุฃูŠ ุญุฏ ุจูŠุนู…ู„ ูƒุฏู‡ ุนุดุงู† ุจุญุณ ุฅู†ู‡ ู…ุด ุฃู…ูŠู†
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This is great!!!
Today weโ€™re releasing Muse Spark Open, the most capable US open-weight model to date. Built for coding and agentic work, it excels at long-horizon tasks, complex software engineering, and multi-step reasoning. Key Model Specs: โ†’ 816B total / 42B active parameters โ†’ 1M token context window โ†’ Natively multimodal across text, image, video, audio
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ุงู„ู„ู‡ ูŠุจุงุฑูƒู„ู‡ ูˆุงู„ู„ู‡ ุงู„ุดูŠุฎ ู‚ุงู„ู‡ ุงู„ุญู‚ูŠู‚ุฉ
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ุชูˆูŠุชุฉ ุนู„ูŠู‡ุง ุดูˆูŠุฉ ุชุนู„ูŠู‚ุงุช ุชุนู…ู„ ู‚ู„ู‚ ู„ู„ุฌุงู† ุนู„ู‰ ุงู„ู†ุช! ุงูŠู‡ ุฏู‡! ู‡ูˆ ุงู„ู…ุตุฑูŠูŠู† ู…ุด ุจูŠูƒุฑู‡ูˆุง ุงู„ุณุนูˆุฏูŠูŠู† ูˆุงู„ุณุนูˆุฏูŠูŠู† ู…ุด ุจูŠูƒุฑู‡ูˆุง ุงู„ู…ุตุฑูŠูŠู†! ุงูŠู‡ ุฏู‡ ุฏูŠู‡ ุงู…ู‡ ูˆุงุญุฏุฉ ูˆุฏูŠุงุฑู†ุง ูˆุงุญุฏุฉุŸ ๏ดฟ ุฅูู†ูŽู‘ ู‡ูŽูฐุฐูู‡ู ุฃูู…ูŽู‘ุชููƒูู…ู’ ุฃูู…ูŽู‘ุฉู‹ ูˆูŽุงุญูุฏูŽุฉู‹ ูˆูŽุฃูŽู†ูŽุง ุฑูŽุจูู‘ูƒูู…ู’ ููŽุงุนู’ุจูุฏููˆู†ู๏ดพ
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ู…ุนู„ูˆู…ุฉ ู…ุด ุนุงุฑู ู…ู‡ู…ุฉ ูˆู„ุง ู„ุฃ. ุญุฏ ุงู„ู†ู‡ุงุฑุฏุฉ ูƒุงู† ุจูŠู‚ูˆู„ูŠ ู‡ู„ ุชุนู„ู… ู…ุนู†ู‰ Autoregressive ูˆู…ูƒู†ุชุด ุนุงุฑู ุงู„ู…ุนู†ู‰ "ูุงู‡ู… ุงู„ู…ุนู†ู‰ ููŠ ุณูŠุงู‚ ุงู„ LLM " ุงู„ู…ุนู†ู‰ ู‡ู†ุง "ุงู„ุงู†ุญุฏุงุฑ ุงู„ุฐุงุชูŠ" ูˆุฏูŠู‡ ู…ุนู„ูˆู…ุฉ ุฌุฏูŠุฏุฉ ููŠ ุงู„ู„ุบุฉ ุงุชุนู„ู…ุชู‡ุง.
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Moustafa A Mahmoud retweeted
Introducing Microsoft-Decision-1, our new model for fast decision-making. It delivers top performance on structured decision tasks, outperforming both LLMs and other decision models in latency and quality. Weโ€™re already testing it across Microsoft for everything from incident response and quality control to scientific discovery.
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๐Ÿ˜‚
BREAKING: VP JD Vance takes aim at Microsoft, accusing the tech giant of laying off thousands of American workers while bringing in foreign workers to replace them through the H-1B visa system. "There has been no company in the United States, unfortunately, that has abused the system more than Microsoft." Vance points to 6,000 layoffs alongside what he says were 6,300 H-1B visas and nearly 3,000 green cards, arguing that the numbers raise serious questions about how American workers are being treated. Download the FOX News app for the latest details: foxnews.onelink.me/xLDS/z2jyโ€ฆ
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ุนูˆุฏุฉ ุจุนุฏ ุทูˆู„ ุบูŠุงุจ ุณุจูŠุณ ุงู„ู„ูŠู„ุฉ ูˆู‡ูŠุดุงุฑูƒู†ุง ุงู„ุดุจุงุจ @TheAhmadOsman @OsMo999 @AhmedGhazey ุงู„ุณุงุนุฉ ูกูก:ูกูฅ ุชูˆู‚ูŠุช ุงู„ู‚ุงู‡ุฑุฉ / ู…ูƒุฉ ุงู„ู…ูƒุฑู…ุฉ ุฅู† ุดุงุก ุงู„ู„ู‡ xitter.cf/i/spaces/1PJqrNLwmBlxb
๐Ÿค– Made with AI
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