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PSOS-C and the Full Attribution Chain

https://www.aivojournal.org/closing-the-loop/
1•businessmate•2h ago

Comments

businessmate•2h ago
In early 2025, the Prompt-Space Occupancy Score (PSOS™) introduced a reproducible way to measure how brands appear within AI assistant responses. It established visibility as a quantifiable, auditable dimension of brand equity.

PSOS-C, the conversion-weighted evolution of that metric, extends PSOS beyond exposure. It connects assistant-level visibility to measurable user actions and verified financial outcomes through a transparent, auditable attribution chain. PSOS-C closes the loop between being seen and creating value—transforming AI visibility into a governance-grade financial indicator.

Local-First Apps: Why Offline-First Is Becoming Essential in 2025

https://medium.com/@ssshubham660/local-first-apps-why-offline-first-is-becoming-essential-in-2025...
1•teleforce•14m ago•0 comments

Video of Kristi Noem blaming Democrats for shutdown rolling out at airports

https://www.cnn.com/2025/10/09/us/kristi-noem-tsa-video
1•blurbleblurble•20m ago•0 comments

Run Express server in the browser (2016)

https://glebbahmutov.com/blog/run-express-server-in-your-browser/
2•alex_hirner•23m ago•0 comments

Scientists may have spotted 'wind' blowing from the Milky Way's black hole

https://www.theverge.com/science/798656/scientists-may-have-spotted-wind-blowing-from-the-milky-w...
1•janandonly•24m ago•0 comments

Major IQ differences in twins due to schooling, challenging decades of research

https://www.psypost.org/major-iq-differences-in-identical-twins-linked-to-schooling-challenging-d...
1•froobius•25m ago•1 comments

Airbnb: Agent-in-the-Loop: Data Flywheel for LLM-Based Customer Support

https://arxiv.org/abs/2510.06674
2•jamesblonde•28m ago•0 comments

IQ differences of identical twins significantly influenced by education diff

https://www.sciencedirect.com/science/article/pii/S0001691825003853
4•nabla9•28m ago•1 comments

Functions Are Asymmetric

https://www.elbeno.com/blog/?p=1804
3•ingve•31m ago•0 comments

Show HN: PNG to PDF converter that runs in the browser

https://pngtopdf.cc
2•msdg2024•32m ago•0 comments

OpenAI will stop saving most ChatGPT users' deleted chats in NYT case

https://arstechnica.com/tech-policy/2025/10/openai-no-longer-forced-to-save-deleted-chats-but-som...
2•dammitfoo•32m ago•0 comments

Show HN: Zerorain – Game of binary rain for the terminal

https://github.com/maddestlabs/zerorain
2•ugotsta•35m ago•0 comments

Show HN: I built a tool to create SaaS demo videos

https://videoyards.com
2•Yaramsa-Gautham•37m ago•0 comments

The Wi-Fi Revolution (2003)

https://www.wired.com/2003/05/wifirevolution/
2•Cieplak•38m ago•0 comments

Homeland Security reassigns 'hundreds' of CISA cyber staffers

https://techcrunch.com/2025/10/10/homeland-security-reassigns-hundreds-of-cisa-cyber-staffers-to-...
4•thread_id•43m ago•0 comments

Wrangler 4xe OTA Update (10.10.2025)

https://www.4xeforums.com/threads/wrangler-4xe-ota-update-10-10-2025.8078/
1•remarkEon•45m ago•0 comments

Xlsx-handlebars: Process Excel templates with Handlebars 28x faster than Python

1•sail-sail•46m ago•0 comments

Docx-Handlebars: Process Docx Files with Handlebars Templates in Rust/WASM

1•sail-sail•48m ago•0 comments

The fashion for the young: turn to the right

https://www.ft.com/content/61d49fc5-75bc-47ab-8014-dcc44ae9f18d
2•isingle•48m ago•1 comments

If you touch Garmin data you'll gonna have bad time

https://developer.garmin.com/brand-guidelines/api-brand-guidelines
1•vincnetas•50m ago•1 comments

The App Store Was Always Authoritarian

https://infrequently.org/2025/10/the-app-store-was-always-authoritarian/
55•bertman•52m ago•16 comments

CBP Enforces Binary Sex Codes and Enhanced US Passport Validation in APIs

https://www.gtlaw-insidebusinessimmigration.com/u-s-customs-and-border-protection-cbp/cbp-enforce...
4•saubeidl•58m ago•3 comments

Sharp Bilinear Filters: Big Clean Pixels for Pixel Art

https://bumbershootsoft.wordpress.com/2025/10/11/sharp-bilinear-filters-big-clean-pixels-for-pixe...
2•todsacerdoti•1h ago•0 comments

ResumeCraft: A Free AI Tool

1•Chukwuebukaagm•1h ago•0 comments

The Tyrrany of Literacy. On oral tradition and what is lost

https://languagelog.ldc.upenn.edu/nll/?p=71545
2•n2j3•1h ago•1 comments

YC Unicorn Predictor – Are you making something people want?

https://yc-unicorn-predictor.vercel.app
2•punnerud•1h ago•0 comments

Mac window tiling icons and keyboard shortcuts

https://support.apple.com/en-in/guide/mac-help/mchl9674d0b0/mac
1•KolmogorovComp•1h ago•0 comments

Forget vibe coding; "vibe working" is Microsoft's next big plan

https://www.makeuseof.com/forget-vibe-coding-microsoft-wants-vibe-working/
1•WaitWaitWha•1h ago•0 comments

Show HN: Sober not Sorry – free iOS tracker to help you quit bad habits

https://sobernotsorry.app/
2•molozhenko•1h ago•0 comments

Oracle Security Alert Advisory – CVE-2025-61884

https://www.oracle.com/developer/
1•vldr•1h ago•0 comments

'I realised I'd been ChatGPT-ed into bed'

https://www.theguardian.com/lifeandstyle/2025/oct/12/chatgpt-ed-into-bed-chatfishing-on-dating-apps
4•sandebert•1h ago•1 comments