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Article URL: https://testflight.apple.com/join/5u5qyTWh

Comments URL: https://news.ycombinator.com/item?id=43743209

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Article URL: https://www.theguardian.com/technology/2025/apr/20/british-firms-urged-to-hold-video-or-in-person-interviews-amid-north-korea-job-scam

Comments URL: https://news.ycombinator.com/item?id=43743202

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Article URL: https://github.com/rxliuli/cors-unblock

Comments URL: https://news.ycombinator.com/item?id=43743179

Points: 2

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Article URL: https://computer.rip/2021-05-01-simple-as-in-smtp.html

Comments URL: https://news.ycombinator.com/item?id=43743173

Points: 2

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Article URL: https://johnscolaro.xyz/blog/llm-fight-club

Comments URL: https://news.ycombinator.com/item?id=43743171

Points: 2

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Article URL: https://www.citeanalytics.com

Comments URL: https://news.ycombinator.com/item?id=43743166

Points: 1

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Article URL: https://hotrod462.vercel.app/blog/how-a-video-game-addict-sneaked-into-doing-cs-at-indias-top-college-part-1

Comments URL: https://news.ycombinator.com/item?id=43743160

Points: 2

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Article URL: https://marginalrevolution.com/marginalrevolution/2025/04/my-history-with-philosophy.html

Comments URL: https://news.ycombinator.com/item?id=43743154

Points: 1

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Article URL: https://www.youtube.com/watch?v=u6EuAUjq92k

Comments URL: https://news.ycombinator.com/item?id=43743143

Points: 2

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Article URL: https://www.pixelbeat.org/programming/shell_script_mistakes.html

Comments URL: https://news.ycombinator.com/item?id=43743133

Points: 1

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Article URL: https://www.precedenceresearch.com/news/ziroh-cpu-based-ai-system-launch

Comments URL: https://news.ycombinator.com/item?id=43743123

Points: 2

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Article URL: https://www.bbc.com/news/business-41053740

Comments URL: https://news.ycombinator.com/item?id=43743119

Points: 2

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Comments URL: https://news.ycombinator.com/item?id=43743107

Points: 1

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Article URL: https://jasperceylon.substack.com/p/call-me-the-21st-century-ern-malley

Comments URL: https://news.ycombinator.com/item?id=43743102

Points: 3

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Comments URL: https://news.ycombinator.com/item?id=43743096

Points: 3

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Article URL: https://philosophymindscience.org/index.php/phimisci/article/view/10020/10490

Comments URL: https://news.ycombinator.com/item?id=43743087

Points: 2

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Article URL: https://philarchive.org/rec/JENATA-3

Comments URL: https://news.ycombinator.com/item?id=43743084

Points: 2

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Article URL: https://www.nytimes.com/interactive/2025/04/20/nyregion/nyc-subway-signals.html

Comments URL: https://news.ycombinator.com/item?id=43743065

Points: 3

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The Helix Kallol Protocol (HKP) is a new, legally enforceable framework that combines Proof-of-Ethics (PoE) video contracts, attrition penalties, and AI-driven risk forecasting to hold employers accountable and reduce labor exploitation—starting with India's gig economy.

Unlike Glassdoor reviews or HR audits, HKP introduces court-admissible audiovisual contracts, biometric validation, and sector-adjusted penalties for unjustified attrition. It also offers an AI-powered dashboard for workers, predicting exploitation risks based on real-time ethics data.

Core Components:

PoE Video Contracts with biometric validation.

Attrition Penalty Units (APUs): quantifiable fines based on turnover risk.

Ethical Concord Nexus: a transnational compliance registry.

AI Risk Shield: pre-employment analytics for jobseekers.

Why it matters: Current labor protection systems are mostly reactive and fragmented. HKP offers a proactive, scalable model combining blockchain security with legal enforceability—designed to align with national codes like India’s Code on Wages 2024.

Would love feedback, thoughts, or collaborators—especially from the blockchain, labor law, or AI ethics communities. You can get the full article on Desci Nodes. The novelty content score is 97%

Comments URL: https://news.ycombinator.com/item?id=43743058

Points: 3

# Comments: 1

Article URL: https://www.boringcactus.com/2025/04/13/2025-survey-of-rust-gui-libraries.html

Comments URL: https://news.ycombinator.com/item?id=43742923

Points: 1

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