THE LATEST HYPE CYCLE IS NOTHING BUT THE MASKING OF CRIME. THE REPORTING FROM PHYS.ORG CONFIRMS THAT PERSONAL FINANCE ALGORITHMS ARE STILL STUCK IN PRISON WITH INHERENT GENDER BIAS. THIS IS NOT A TECHNICAL GLITCH TO BE PATCHED. IT IS A PERFECT REFLECTION OF THE FILTHY DATA SETS THAT FEED THE MACHINE.

THE INDUSTRY PRETENDS IT CAN SOLVE BIAS WITH A LINE OF CODE. THEY CLAIM THAT MINOR MODEL TWEAKS WILL ACHIEVE FAIRNESS. THIS BLUFF COMPLETELY IGNORES THAT THE UNDERLYING ECONOMY IS RIGGED. THE SYSTEM ONLY CARES ABOUT DEFINING RISK AND THAT DEFINITION HAS ALWAYS BEEN SKWED.

THE PROBLEMS REMAIN STUBBORNLY SYSTEMIC AND SOCIAL. THESE ALGORITHMS ARE TRAINED ON HISTORY. THAT HISTORY IS NOT NEUTRAL. IT IS A GRIM RECORD OF INEQUALITY AND FINANCIAL EXCLUSION. THEREFORE THE AI DOES NOT LEARN OBJECTIVITY. IT MERELY MEMORIZES THE ESTABLISHED PATTERNS OF EXPLOITATION.

THE CURRENT EFFORT TO ‘OVERCOME’ THESE BIASES IS A MANAGEMENT DISTRACTION. IT IS PUBLIC RELATIONS DRESSED UP AS PROGRESS. THE PERSISTENT FAILURE SCREAMS THAT THE INCENTIVE STRUCTURE OF THESE PLATFORMS IS NOT EQUITY. IT IS NOTHING BUT MAXIMUM EXTRACTION.

THE CORE FAILURES ARE UNYIELDING. THE ENTIRE STRUCTURE RELIES ON FLAWED HISTORICAL DATA FOR RISK ASSESSMENT. THEY MASK SYSTEMIC GENDER DISADVANTAGE BEHIND COMPLEX MATHEMATICAL FIXES. ULTIMATELY, THEY ACT AS IF A SOFTWARE PATCH CAN REPAIR A MACROECONOMIC ROT.

THE ENDGAME NEVER CHANGES. THE TECHNOLOGY ONLY ADVANCES TO MAKE THE EXPLOITATION FEEL MORE EFFICIENT. THE PUBLIC CHOOSES TO TRUST THE BLACK BOX RATHER THAN GRASPING THE PROFIT MOTIVE INSIDE IT. NOTHING EVER CHANGES. THE PROCESS JUST CONTINUES.