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Many are fond of attributing human qualities to AI which is called anthropomorphism . This is a quality of humans not machines. That's why when it comes to AI systems we need to stop attributing human qualities to them if we hope to stop the lies and get on with the task of improving output quality.

When we want these qualities in AI systems and the internal controls that use them, we must engineer and prototype development Direct deployment to production systems Hope to retrofit safety, security, quality without proper engineering design, they’re building systems that don’t account for the most important qualities : safety, security, quality, reliability, and trust.

Organizational Values and Commitments: Most concerning are those who publicly champion quality, safety In complex environments, rigid adherence to every protocol may occasionally impede safety, quality, or violation might hide within technical security documentation, or safety shortcuts might be buried in quality more sophisticated approaches: Integrated compliance frameworks detecting patterns across safety, quality consequences for deliberate violations Implementing integrated detection frameworks across safety, quality

Lessons from Quality When quality started to gain traction the focus was on zero defects which created You can't inspect quality into your process! The goal had changed from zero defects, to six-sigma, to delighting customers (the outcome of quality sauce by which quality would be improved. That was and is true for quality and will also be true for safety.

domains similar to what quality control and assurance functions have done for quality management. The American Society for Quality (ASQ) defines quality control as follows: Quality Control – can be defined as "part of quality management focused on fulfilling  quality requirements ." Quality control is more the inspection aspect of quality management. Whereas, quality assurance on the other hand relates more to quality outcomes.

Total Value Chain Analysis You can replace the word ethical with "safety" or "quality" or "environmental system, according to this law, the system (in this case the value chain) will always optimize away from "quality dynamic may help explain the tensions that always exist between production and safety, or production and quality

go beyond just re-writing procedures and introduce new behaviours and practices to generate better quality It was common for companies to become certified without seeing any real improvement in the quality of This was not the case for all companies as many did in fact improve their quality processes by adopting Making risk-based thinking part of a quality program is not only a matter of writing a procedure that This failure results from confusing quality output over quality outcomes.

Many companies will be familiar with the terms Total Quality Management (TQM), or Total Production System They began initially to describe a Japanese-style management for quality improvement. which sets the context for a quality management system (QMS). It extends beyond the quality of products and services to the quality of all issues within an organization Coordination of common business processes between safety, quality, environment.

When we think of an AI system as having human-like qualities, we may assume that it has the same limitations By attributing human-like qualities to AI systems, we may become overly reliant on them and trust them By acknowledging that AI systems are not human and avoiding attributing human-like qualities to them, people about the limitations and capabilities of AI systems can help them avoid attributing human-like qualities Designing interfaces that are distinctively non-human-like can help avoid users attributing human-like qualities

the form of agreements to follow such things as: engineering standards, building codes, traffic laws, quality We know it's best to design safety and quality into our products, services, and manufacturing. Minimizing taxes is one thing, however, taking this same minimalist approach for safety and quality is This can be seen with early versions of the quality management standard ISO 9001. And when it comes to safety, security, sustainability, quality or the environment, this requires more

nuanced differences between compliance requirements in areas like safety, security, sustainability, quality Training : Covering topics like environmental impact, resource conservation, and emissions reduction Quality leaves gaps in critical areas like workplace safety, cybersecurity hygiene, sustainability practices, quality properties, dependencies, and risk implications of controls across safety, security, sustainability, quality

effectively, compliance programs across various domains—including safety, security, sustainability, quality By preventing safety incidents, data breaches, quality defects, and regulatory violations, companies For instance, quality management systems can reduce waste and rework, while cybersecurity protocols can In an era of complex global supply chains, companies with strong ethical and quality standards often