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A Protocol for Measuring Answer Space Occupancy in Large Language Models

https://zenodo.org/records/17810543
1•businessmate•47m ago

Comments

businessmate•47m ago
Large language model assistants have shifted the center of brand visibility from retrieval surfaces to reasoning and recommendation layers. Traditional visibility metrics that rely on input-side optimisation no longer measure how models construct answer surfaces. The Answer Space Occupancy Score (ASOS) is a probe-based metric that quantifies the fraction of the observable answer surface occupied by a specified entity across independent runs of a controlled four-turn script. This document publishes the ASOS alpha protocol, scoring rules, validation commitments, and the first reference dataset.

For First Time in Decades, Child Deaths Will Rise This Year

https://www.wsj.com/health/for-first-time-in-decades-child-deaths-will-rise-this-year-92c67b51
1•petethomas•1m ago•0 comments

Median Filter over Arbitrary Datatypes

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Strategy Letter IV: Bloatware and the 80/20 Myth (2001)

https://www.joelonsoftware.com/2001/03/23/strategy-letter-iv-bloatware-and-the-8020-myth/
1•NavinF•2m ago•0 comments

Open, Vendor-Neutral Framework for AI/ML Compute Optimization

https://outerbounds.com/blog/six-steps-to-cost-optimization
1•frktcpumu•4m ago•1 comments

Google's Android for desktops and laptops is called "Aluminium – OSnews

https://www.osnews.com/story/143907/googles-android-for-desktops-and-laptops-is-called-aluminium/
1•abdelhousni•4m ago•1 comments

[Free Lifetime] [Connect with Travelers in Every City]

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Climbing a different kind of tree [video]

https://www.youtube.com/shorts/cIQ8vbiL_pA
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Ask HN: Do you still think public blockchains/stablecoins are useless/a scam?

1•spir•8m ago•1 comments

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1•petethomas•10m ago•0 comments

Perplexity leaked its system prompt by accident just because I asked in Hindi

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React2Shell (CVE-2025-55182/CVE-2025-66478)

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https://github.com/FranciscoThiesen/mirror_bridge
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Ethereum's Fusaka upgrade today added sharding via data availability sampling

https://twitter.com/ethereum/status/1996226190399455358
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Little something to help third world countries candidates

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China planted so many trees it's changed the country's water distribution

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Uncloud - Tool for deploying containerised apps across servers without k8s

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Lego ZX Spectrum – Tribute to Sir Clive Sinclair

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Zero-Setup Java Build Tooling via Mill Bootstrap Scripts

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I Have No Identification Cards – Robin Greenfield

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A Protocol for Measuring Answer Space Occupancy in Large Language Models

https://zenodo.org/records/17810543
1•businessmate•47m ago•1 comments

Foreign-dlopen: call dlopen from static programs

https://github.com/pfalcon/foreign-dlopen
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Why our AI future may look less like Skynet and more like Olympus

https://awesomeworld.substack.com/p/why-our-ai-future-may-look-less-like
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Gex X Rocks but Whatever

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Show HN: A Minimal Monthly Task Planner (printable, offline, no signup)

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Faith

https://en.wikipedia.org/wiki/Faith
4•marysminefnuf•1h ago•2 comments