The bias in machine learning (and AI more generally) is the bias in data. The bias in data replicates the bias in ourselves, our distributed social and cultural information-processing systems, and in the natural orientation of complex information and energy-processing systems towards autonomous self-propagation through optimally-concise self-representational abstraction(s). Machine Learning applies mathematical heuristics to extract […]
Context: Can you make AI fairer than a judge? Play our courtroom algorithm game Bias in AI only ever really focuses and amplifies existing inequality as a function and retrospective, combinatorial abbreviation of historical data. This itself is no great or new revelation: we generate automated decision-making systems that recursively reinforce aggregate cultural dependencies and […]
The discussion that no one appears willing to have is that from the very inception of these information technologies, doubt and uncertainty has been endemic and irreducible. Turing’s proof of the implicit undecidability of computation took its recursive cues from Gödel’s prime number shenanigans in the Incompleteness proof. These systems are first and foremost open […]
Context: The revolution in satellite technology means there are swarms of spacecraft no bigger than a loaf of bread in orbit It is a curious property of the juggernaut of relentless technological metamorphosis that utility is generally measured in inverse proportionality to miniaturisation, regardless that a network of associated, integrated systems quite naturally proliferate and […]
Context: http://www.politicalcompass.org This kind of test resonates with precisely the kind of personality assessments that Cambridge Analytica so successfully exploited. I’m not asserting that any inadvertent conspiratorial undercurrent exists in this instance but there may be (other) rich philosophical seams of insight to be mined here. Notice that an observational, participatory metric and expression of […]
The kind of puzzle indicated here are commonly associated with a genre of social media clickbait that often leads down a steep rabbit-hole of commercial datapoint acquisition. Cambridge Analytica’s artful gullbility-harvesting tests were a case in point and emphasise a significant correlation between (personal) online identity-construction and the production of an implicit informational value around […]
A game of information, influence and seeded (or targeted) turbulence is unlikely to be winnable (or won) by reproducing and reinforcing the structural, organisational components that merely reproduce and self-validate the axioms, grammars and rules of that game. These games are won by rewriting the rules; by extending an existing grammar and logical framework in […]
The whole cybersecurity enterprise seems to be built upon a suite of psychological and culturally-reflexive assumptions that assert that there exists even a possibility of logical or systemic closure. No such closure or completion is possible and this is rarely acknowledged.
Context: New Data Breach Has Exposed Millions Of Fingerprint And Facial Recognition Records: Report There is an enigma here, far beyond the rank foolishness of keeping vast quantities of such sensitive data in an unencrypted format (see the linked article), there is a deeper problem. The more valuable any data is, the more incentive there […]
In an era of machine learning and artificial intelligence, there may be nowhere that is not unveiled by the light of information and data measurement.
There is no “best” theory, there are only progressively “better” ones.
Identity theft is so rampant now that the oversupply of data makes it quite cheap to purchase.
Daedelus Kite 