Strateji & Düşünce
Bulanık Strateji: Satrançtan Yönetim Kuruluna — İş Dünyasında Fuzzy Düşüncenin Yükselişi
Tarih: 16 Mart 2026
Durum: TASLAK
Yazar: Mesut Aydın
---
Bir Büyükusta tahtaya baktığında "+0.8 piyon üstünlük" görmez. "Merkez kontrolü güçlü, şah biraz açık, fil çifti hafif baskı yapıyor" der. Aynı şekilde bir CEO, pazar payı yüzde 23,4 diye karar vermez; "bu segmentte baskınız,
Functors, do-calculus, and Phase Transitions: The Unification Layer AI Companies Don't See Coming
The Three Revolutions Nobody Connected
The AI industry is living through three simultaneous revolutions -- in separate silos, blissfully unaware of each other.
Revolution 1: Causal AI. Judea Pearl gave us do-calculus and structural causal models. Companies like CausaLens raised $45M+ to bring causality to enterprise. Microsoft shipped DoWhy and
Causal AI and Algorithmic Accountability: From the Tyranny of Correlation to the Law of Causality
"Modern AI systems are genius at telling us 'what' an event is; however, accountability is only as strong as the system's ability to answer 'what if?' (counterfactuals)."
1. Introduction: The Epistemological Fracture of Predictive Power
The artificial intelligence world has spent the
Zero-Knowledge Governance: When the State Verifies Without Knowing
The 2030 Scenario
Imagine walking into a polling station in 2030. You cast your vote for the next mayor, receive a tamper-proof receipt, and leave. At no point did any official verify your identity by looking at your ID card. At no point did any system record who you
Context Engineering: The Missing Layer Between Strategy and AI Execution
Most AI initiatives fail not because of bad models or prompts, but because nobody designed the cognitive environment the AI inhabits. This isn't a technology problem. It's an architecture problem—and it has a name: context engineering.
The Strategy-Execution Gap in AI
Here's
Türkiye'de "Ghost GDP" Riski: Verimlilik Artışı Kime Gidiyor?
Bir ülkenin GSYİH'sı büyüyebilir, üretkenliği artabilir, hatta dünya sıralamalarında yükselip yıldızlı sunumlar yapabilir—ama haneler bunun hiçbirini hissetmeyebilir.
Bu paradoksa "Ghost GDP" diyorlar. Kavramı ilk kez Citrini Research'ün "The 2028 Global Intelligence Crisis" başlıklı düşünce deneyinde sistematik olarak gördüm. "Hayalet GSYH&