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Ask HN: Are you still writing code by hand?

1•rahlokzero•2m ago•0 comments

Amazon Experiences Drop in Google Search Visibility

https://www.searchenginejournal.com/amazon-experiences-drop-in-google-search-visibility/555729/
1•rurp•2m ago•0 comments

Analog computers were the *original* computers used to train neural networks

https://twitter.com/iamtrask/status/1966336875766956495
1•bilsbie•4m ago•0 comments

Debunking the Biggest Lies Told About Charlie Kirk [video][56 Mins]

https://www.youtube.com/watch?v=N14ywRyTWVI
1•Bender•5m ago•0 comments

Fitch strips France of its 'double A' rating

https://www.lemonde.fr/en/politics/article/2025/09/13/fitch-strips-france-of-its-double-a-rating_...
1•geox•6m ago•0 comments

Specialization Saved Medicine. Now It's Holding Us Back

https://seangeiger.substack.com/p/specialization-saved-medicine-now
1•slaucon•8m ago•0 comments

The Internet Coup

https://interseclab.org/research/the-internet-coup/
1•Bogdanp•9m ago•0 comments

Lossless Compression of Neural Network Components in Low-Precision Formats

https://arxiv.org/abs/2508.19263
1•PaulHoule•13m ago•0 comments

Geedge and Mesa Leak: Analyzing the Great Firewall's Largest Document Leak

https://gfw.report/blog/geedge_and_mesa_leak/en/
1•yourapostasy•13m ago•0 comments

Freediver Held His Breath For Over 29 Minutes Underwater, Shatters World Record

https://mymodernmet.com/this-freediver-held-his-breath-for-over-29-minutes-underwater-shattering-...
1•bookofjoe•17m ago•0 comments

Soviet Maps

https://xcancel.com/LindyScience/status/1413532683129565188#m
2•georgecmu•22m ago•0 comments

Tram Driver World Champomship 2025 [video]

https://www.youtube.com/watch?v=smp0voLUgk8
1•t_mann•24m ago•0 comments

Several people fired after clampdown on speech over Charlie Kirk shooting

https://www.theguardian.com/us-news/2025/sep/13/charlie-kirk-shooting-people-fired-social-media
14•Geekette•26m ago•4 comments

CoMaps – Hike, Bike, Drive Offline Navigate with Privacy

https://www.comaps.app/
2•882542F3884314B•32m ago•0 comments

What's New in Apache Iceberg 1.10.0

https://www.dremio.com/blog/whats-new-in-apache-iceberg-1-10-0-and-what-comes-next/
1•mooreds•33m ago•0 comments

Sailfish OS Voluntary Subscription

https://forum.sailfishos.org/t/sailfish-os-voluntary-subscription/24697
1•llanowarelves•34m ago•0 comments

The rapid scale-up of overseas Chinese clean-tech manufacturing investments

https://www.netzeropolicylab.com/china-green-leap
1•mooreds•34m ago•0 comments

OpenStreetMap Foundation – Chairperson's Report

https://osmfoundation.org/wiki/Annual_General_Meetings/2025/Chairperson%E2%80%99s_report
1•altilunium•37m ago•0 comments

The Illusion of Moral Superiority

https://pmc.ncbi.nlm.nih.gov/articles/PMC5641986/
2•pgtan•37m ago•0 comments

Magical Systems Thinking

https://worksinprogress.co/issue/magical-systems-thinking/
17•epb_hn•38m ago•0 comments

BorrowedTime: A new clock every day

https://www.cubistheart.com/
1•thunderbong•38m ago•0 comments

Alternate-day fasting reduces fat more than time-restricted eating for non-obese

https://www.sciencedirect.com/science/article/pii/S026156142500247X
1•hilux•40m ago•0 comments

Apple's AI and search executive Robby Walker to leave

https://www.reuters.com/business/apples-ai-search-executive-robby-walker-leave-bloomberg-news-rep...
3•giuliomagnifico•41m ago•0 comments

Recreating the US/* time zone situation

https://rachelbythebay.com/w/2025/09/12/tz/
3•move-on-by•43m ago•1 comments

Your Brain on ChatGPT

https://klementoninvesting.substack.com/p/your-brain-on-chatgpt-part-1
2•tonyedgecombe•43m ago•0 comments

Publishers Clearing House bankruptcy leaves lifetime winners without payments

https://www.kgw.com/article/news/investigations/oregonians-won-publishers-clearing-house-then-com...
3•bhouston•44m ago•1 comments

Another Giant Leap: The Rubin CPX Specialized Accelerator and Rack

https://semianalysis.com/2025/09/10/another-giant-leap-the-rubin-cpx-specialized-accelerator-rack/
2•rbanffy•47m ago•0 comments

Iommi: A toolkit to build web apps faster

https://docs.iommi.rocks/index.html
2•pkkm•51m ago•0 comments

How to Upgrade Your MCP Server with Context Engineering

https://thenewstack.io/how-to-upgrade-your-mcp-server-with-context-engineering/
1•rbanffy•52m ago•0 comments

Show HN: Make your Kindle highlights useful

https://www.centralread.io/
1•feskk•54m ago•0 comments
Open in hackernews

From Audit to Advantage: Optimizing AI Search IRR with PSOS

https://zenodo.org/records/17113459
1•businessmate•1h ago

Comments

businessmate•1h ago
Generative AI assistants are no longer experiments. They are shaping consumer decisions — surfacing one

or two brands in response to prompts where search engines once delivered pages of links. That shift makes

AI visibility both a strategic risk and a growth opportunity. In From Snapshots to Standards, we introduced

the Prompt-Space Occupancy Standard (PSOS™) under the AIVO Standard™ as the first audit-grade

benchmark for visibility in AI assistants. We showed why screenshots and dashboards from tools like

Profound or Evertune cannot provide reproducible, governance-grade evidence. This paper moves further.

PSOS is not only a visibility audit. It is also a system to: - Protect: by providing independent, board-level

governance of visibility risk. - Grow: by optimizing the internal rate of return (IRR) on AI search investments. -

Persist: by mapping brand presence across first-, second-, and third-level prompts, where switching decisions

are actually made. Every PSOS audit produces executable insights: what to stop funding, where to reallocate,

and which sources to seed for persistent visibility. These insights are implemented internally or by certified

AIVO Standard partners, preserving audit independence while enabling action. Finally, we show why brands

must ensure their content is not just published but ingested by large language models (LLMs). What is not

ingested cannot be recalled. The dual mandate is clear: Governance plus Growth. Brands that adopt PSOS

now will not only mitigate the invisible risk of disappearing in AI assistants but will also secure a compounding

advantage in the age of AI search.