--- schemaVersion: 1 scope: "public-indexable-html" renderScope: "server-rendered-main" canonical: "https://isafwan.com/en/blog/" companion: "https://isafwan.com/agent/en/blog/index.md" locale: "en" language: "en" direction: "ltr" title: "Journal | Safwan AlModhayan" description: "Essays published on Safwan AlModhayan’s site about technology, people and institutions, organized for thoughtful reading." --- ## Language versions - [ar-SA](https://isafwan.com/ar/blog/) - [en](https://isafwan.com/en/blog/) - [ru](https://isafwan.com/ru/blog/) - [x-default](https://isafwan.com/ar/blog/) - [zh-CN](https://isafwan.com/zh-CN/blog/) [Safwan AlModhayan A living intellectual interface](https://isafwan.com/en/) # Journal Original essays about technology, judgment, power, and the choices institutions make. ## Lines of inquiry [Ideas / PublishedThe Borrowed Intelligence EconomyWhy AI wrappers are not deep technology, how original technical knowledge creates durable value, and what Saudi Arabia should build by 2030.](https://isafwan.com/en/ideas/borrowed-intelligence-economy/)[Ideas / PublishedThe Words That Are Not on the InternetA proposal for a National Saudi Diwan of Human Knowledge built on authentic human data, consent, provenance, education, and public participation.](https://isafwan.com/en/ideas/words-not-on-the-internet/)[Ideas / PublishedEverything Works. What, Then, Do We Know?The digital prosperity paradox in Saudi Arabia and the Gulf: what cloud outages reveal about shared dependencies and service continuity—and what success indicators cannot prove.](https://isafwan.com/en/ideas/digital-prosperity-paradox/)[Ideas / PublishedThe Computer That Cuts Its Own WageWhat happens when inference prices fall faster than long-lived computing assets can recover their capital? An essay on software efficiency, paid demand, capacity and the commercial life of AI hardware.](https://isafwan.com/en/ideas/gpu-capital-trap/)[Ideas / PublishedThe Bee That Stopped the DanceHow swarm intelligence, small specialized models, model routing, and local inference may reshape artificial intelligence systems.](https://isafwan.com/en/ideas/bee-that-stopped-the-dance/)[Ideas / PublishedWhen the Lights Rise and the Economy Disappears from ViewCan satellites read the Saudi economy before its statistics arrive? An essay on nighttime radiance, GDP, data vintages, cultural calendars and the limits of economic inference from orbit.](https://isafwan.com/en/ideas/satellite-economic-nowcasting/)[Ideas / PublishedWhen Dammam Became a Factory for SecondsHow Groq’s LPU architecture, Saudi inference operations, cooling physics and deadline-aware scheduling could turn compute into measurable useful time.](https://isafwan.com/en/ideas/thermal-aware-inference/)[Ideas / PublishedWho Buys the Failure Before It Happens?Can Saudi Arabia turn documented technology failures into portable, inspectable tests that foreign buyers will pay to run again?](https://isafwan.com/en/ideas/resilience-export-industry/)[Ideas / PublishedThe Engineering That Outlives Its MakersWhat makes a technical system reconstructible after its original supplier and build environment disappear? An essay on evidence, source rights and technical succession.](https://isafwan.com/en/ideas/engineering-that-outlives-its-maker/)[Ideas / PublishedWhen a State Needed an Embassy Without an AmbassadorFrom a fire at the Public Prosecution office in Dammam to Kyiv and Svalbard: why backups alone cannot protect institutional memory, and how Saudi Arabia might evaluate data embassies as part of a wider architecture for sovereign continuity.](https://isafwan.com/en/ideas/embassy-without-an-ambassador/)[Ideas / PublishedWho Holds the “Yes” When the Center Falls Silent?How can public services preserve bounded local decision authority during a network failure without pretending that a local copy has the centre’s truth?](https://isafwan.com/en/ideas/graceful-degradation-state/)[Ideas / PublishedWhen Claude Entered the Missile RoomFrom Shamoon to the Red Sea: a Saudi reading of what changes when some software expertise becomes a cloud service, and of the distance between help with code and a demonstrated military capability.](https://isafwan.com/en/ideas/when-claude-entered-missile-room/)[Ideas / PublishedAsk a Better Question Before You Adopt AIAI becomes useful when an institution defines the decision, the limits, and the responsibility before choosing the tool.](https://isafwan.com/en/ideas/better-questions-before-ai/)[Ideas / PublishedData Frames the Decision; It Does Not Make ItMeasurements can improve attention while leaving context, values, and responsibility for a decision unresolved.](https://isafwan.com/en/ideas/data-does-not-decide/)[Ideas / PublishedSecurity Is a Design DecisionSecurity becomes credible when access, friction, recovery, and accountability are designed around the harm at stake.](https://isafwan.com/en/ideas/security-is-a-design-decision/) The Intelligent Investor ## Reference notebook Newly edited prose based on Safwan’s supplied Arabic review. ### Margin of safety: room for being wrong A margin of safety is a design for fallible judgment, not a promise that a low price will prevent loss. The Innovator's Dilemma: When New Technologies Cause Great Firms to Fail[From discovery to a margin of safety](https://isafwan.com/en/notebook/#reading-innovators-dilemma-discovery-before-scale) ### Price and value are different arguments A changing price is an offer; deciding whether it is attractive requires an independent account of value and its assumptions. The Innovator's Dilemma: When New Technologies Cause Great Firms to Fail[From value networks to price and value](https://isafwan.com/en/notebook/#reading-innovators-dilemma-value-networks) The Innovator's Dilemma: When New Technologies Cause Great Firms to Fail[From useful performance to price and value](https://isafwan.com/en/notebook/#reading-innovators-dilemma-performance-and-use) ### Decision quality before the outcome A result informs the review of a decision, but it cannot replace an examination of the evidence, process, and risks known at the time. Creativity, Inc.[From the hidden to decision quality](https://isafwan.com/en/notebook/#reading-creativity-inc-design-for-the-hidden) [Open the full reading note](https://isafwan.com/en/personal/readings/intelligent-investor/) The Innovator's Dilemma: When New Technologies Cause Great Firms to Fail ## Reference notebook Newly edited prose based on Safwan’s supplied Arabic review. ### Value networks: what an organization can recognize Customers, processes, margins, and measures of success shape which possibilities an organization can turn into funded work. The Intelligent Investor[From value networks to price and value](https://isafwan.com/en/notebook/#reading-price-and-value) Creativity, Inc.[From candor to value networks](https://isafwan.com/en/notebook/#reading-creativity-inc-candor-without-command) ### Performance is meaningful only in use A technically weaker offer can matter when it is sufficient for a particular use and changes cost, access, convenience, or participation. The Intelligent Investor[From useful performance to price and value](https://isafwan.com/en/notebook/#reading-price-and-value) ### Discovery before scale An emerging market calls for experiments that resolve decisive uncertainty before a large forecast or budget hardens around it. The Intelligent Investor[From discovery to a margin of safety](https://isafwan.com/en/notebook/#reading-margin-of-safety) Creativity, Inc.[From unfinished work to discovery before scale](https://isafwan.com/en/notebook/#reading-creativity-inc-protect-the-unfinished) [Open the full reading note](https://isafwan.com/en/personal/readings/innovators-dilemma/) Creativity, Inc. ## Reference notebook Newly edited prose based on Safwan’s supplied Arabic review. ### Candor without command Criticism becomes productive when people can name a problem precisely without using expertise or rank to take ownership of the work away from its makers. The Innovator's Dilemma: When New Technologies Cause Great Firms to Fail[From candor to value networks](https://isafwan.com/en/notebook/#reading-innovators-dilemma-value-networks) ### Protect the unfinished, require the learning An immature idea deserves conditions in which it can develop, together with evidence that it is actually learning rather than merely consuming protection. The Innovator's Dilemma: When New Technologies Cause Great Firms to Fail[From unfinished work to discovery before scale](https://isafwan.com/en/notebook/#reading-innovators-dilemma-discovery-before-scale) ### Design for what power and automation hide Responsible systems assume that rank, incentives, and technical autonomy can conceal material problems from the people expected to act on them. The Intelligent Investor[From the hidden to decision quality](https://isafwan.com/en/notebook/#reading-decision-under-uncertainty) [Open the full reading note](https://isafwan.com/en/personal/readings/creativity-inc/)