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Keynotes on Human Capability | Ability Curve™ & Cognitive High-Variance Optimization
Doug's Gray Matters
Where ideation becomes realization, action and change.
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The Invisible Consumer: Why Adaptive Kitchen Products Aren't Being Reviewed — and What We Can Do About It
Walk into any kitchen store or scroll through online product reviews and you'll find endless comparisons. Sharpness. Edge retention. Steel hardness. Chef preference. Aesthetics. Price-to-performance ratios. What you won't find — almost anywhere — is a structured evaluation of functional inclusion. How much grip strength does this knife require? How much wrist deviation occurs over thirty minutes of prep? Can it be used effectively from a seated position? How does it perform f
dougkatz8
Feb 235 min read


Demultiplexing Ability: How AI Can Align Function, Design, and Independence
There’s a strange tension around artificial intelligence right now. On one side, it’s hailed as transformative. On the other, it’s criticized for replacing jobs, flattening craft, or amplifying noise. The debate swings between hype and fear, as if AI must either revolutionize everything or quietly undermine it. What gets lost in that argument is a simpler question: what should AI actually be for? In my world — adaptive design, aging in place, functional independence — the ans
dougkatz8
Feb 205 min read


Enhancing Commercial Kitchen Efficiency and Cost Savings with the NULU Knife
Commercial kitchens face mounting challenges, from managing rising labor costs to ensuring employee safety. Traditional knife systems, with multiple tools requiring frequent maintenance, create inefficiencies and risks that can disrupt operations. The NULU knife offers a groundbreaking solution by consolidating six traditional knives into one ergonomic, versatile tool. Coupled with a tailored sharpening subscription service, NULU provides measurable productivity gains, cost s
dougkatz8
Feb 196 min read


Maximizing Efficiency and Ergonomics Through Optimized Force Transfer Geometry in Knife Design
Introduction The design of cutting tools is central to effective food preparation, directly impacting not only the efficiency of tasks but also the user’s long-term comfort, safety, and overall experience. For many individuals, particularly those with upper extremity limitations or mobility impairments, traditional knives can be a source of strain and fatigue due to the physical effort required to perform common cutting tasks. Because inefficient cutting can actually contribu
dougkatz8
Feb 199 min read


The Ability Curve Model: Revolutionizing Adaptive Product Design and Bolstering Market Viability
Objective and Purpose The goal of this white paper is to communicate the advantages of using the Ability Curve Model as an alternative to the traditional disabled/able-bodied paradigm. This model serves as a tool for businesses to better qualify ability and additional needs, thereby determining the market viability of adaptive products or adaptive changes to existing products. By employing this model, companies can achieve broad inclusion, establish a standard method for over
dougkatz8
Feb 199 min read


Core in the Kitchen: The Kinetic Chain and Knife Use
The traditional chef’s knife, celebrated for its heritage and versatility, may actually be working against the user — particularly when it comes to force efficiency, safety, and long-term strain. Most conventional knives demand a full grip, forcing users to stabilize and drive the blade entirely with their hand and wrist. This not only reduces cutting power but also isolates force in the smallest and most fatigue-prone muscle groups in the upper extremity. In contrast, NULU’s
dougkatz8
Feb 196 min read
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