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Why “Generative, not Deterministic” really matters
Most organisations still design software as if every outcome can be pre-calculated: gather requirements, write a spec, deliver the one...
Rudy Nausch
Apr 284 min read


Agility Assessment of Woolworths Australia
Background and context Woolworths Australia operates in a dynamic customer environment characterized by its market leadership, diverse...
Rudy Nausch
May 12, 202416 min read


Adversarial Attacks on Machine Learning Schemes
Jailbreaking LLM's - A cybesec assessment Summary of Adversarial ML attack types Machine learning adversarial attacks involve creating...
Rudy Nausch
May 12, 202411 min read


Decision Intelligence & Cognitive AI.
Part 2. This is a continuation of the Large Language Models and Decision Intelligence article previously done. Having looked at Decision...
Rudy Nausch
Oct 30, 20232 min read


What happens when the price of cognitive labour drops to almost zero?
A recent UN Agency publication has attempted to quantify the impact that Artificial intelligence will have on Global labour markets, and...
Rudy Nausch
Sep 4, 20233 min read


Artificial Intelligent Agents - balancing the hype, and fear.
There is much debate around where in the hype cycle we are with Artificial Intelligence, especially with the current focus on large...
Rudy Nausch
Aug 15, 20233 min read


The Transformative Potential of Insight Engines in the Age of Data Overload.
Llama librarians, they are everywhere. Without a doubt, the most requested use case for LLMs is the ability to safely query an...
Rudy Nausch
Jul 17, 20234 min read


Large Language Models and Decision Intelligence.
Part 1. Decision intelligence (DI) is a multidisciplinary field that encompasses data science, behavioral science, social science, and...
Rudy Nausch
Jul 13, 20233 min read


AI CoT series - "How can we use AI to improve our political system and make the world better?"
Chain of Thought (CoT) and Tree of Thought (ToT) prompt engineering has added a dimension of cognitive ability to LLM's that effectively...
Rudy Nausch
Jun 23, 202310 min read


Leadership manifesto
If I can master myself, and create net positive good in my environment, that would be a successful life. I am not a leader for the sake...
Rudy Nausch
Mar 23, 20233 min read


Proposal for Augmented Democracy
Augmented democracy aims to enhance the democratic process through the use of technology, data-driven decision-making tools, and AI...
Rudy Nausch
Mar 17, 20234 min read


Integrations of GPT
Generated by Midjourney v5 prompt "Corgi using chat gpt" *Pithy title generated by GPT 4 Summary This report is a follow on of the...
Rudy Nausch
Mar 17, 20238 min read


How could Cochlear use GPT technology?
This high-level proposal is a direct response to the current advancements in artificial Intelligence technology, specifically Generative...
Rudy Nausch
Feb 18, 20239 min read


Maarten Dalmijn's11 Laws of Software Estimation for Complex Work
Product Management • Jul 26, 2021 Wrong estimates aren’t your fault, but they are definitely your problem I was sitting alone in a...
Rudy Nausch
Oct 24, 202210 min read


Use of unconventional sources, to predict employee engagement and attrition
This was done as a part of a masters degree assignment. Aim of this Proof of Concept Proposal Employee attrition is an ongoing and...
Rudy Nausch
Oct 13, 20225 min read


Data contracts within a Data mesh?
Without high-quality data, every AI and analytics initiative will be underwhelming at best and actively damaging the business at worst....
Rudy Nausch
Oct 13, 20222 min read


Developing AI projects - Iterative or Predictively (2022)
A key concept in building AI products is iteration. As I’ve explained in past letters, developing a machine learning system is a highly...
Rudy Nausch
Oct 7, 20223 min read


"Information gain, and loss function criterion" in mid-journey, and other fun images! (2022)
Midjourney is the best-in-class diffusion model currently available, in my opinion. With an ever-growing number of diffusion-based art...
Rudy Nausch
Sep 23, 20221 min read


Artificial Intelligence Proposal for Cochlear (2022)
DISCLAIMER: At the time of writing I am an employee of Cochlear LTD. All information used in this, and related, articles are based on...
Rudy Nausch
Sep 17, 20226 min read


Case-study of Artificial Intelligence applications for Cochlear (2022)
DISCLAIMER: At the time of writing I am an employee of Cochlear LTD. All information used in this, and related, articles are based on...
Rudy Nausch
Aug 27, 20224 min read
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