Excelling in the Craft of Generative AI
Generative AI is deceptively easy to use but surprisingly difficult to master
The GenAI Techne System codifies decades of experience in accelerating disruptive innovation within mid-to-large enterprises. The system has evolved seeing real-world successes and failures in GenAI implementations across most industries and business functions. It addresses enterprise grade scale applications using leading proprietary LLMs as well as lean and cost-effective open source systems.
What is the GenAI Techne System?
The GenAI Techne System guides you through every step of your GenAI journey.
Discovering the right business challenge to solve using GenAI.
Selecting the GenAI tasks required to solve the challenge.
Evaluating the best Foundation Model for the identified tasks.
Optimizing the GenAI stack with suitable tools.
Sourcing data for training, evaluating, and fine-tuning the model.
Setting up guardrails and governance for the GenAI solution.
Continuously feedback loop to improve the GenAI solution.
Why choose the GenAI Techne System?
McKinsey research estimates that generative AI could add the equivalent of $2.6 trillion to $4.4 trillion annually to the global economy. By comparison the United Kingdom’s entire GDP in 2021 was $3.1 trillion! Current generative AI and other technologies have the potential to automate up to 70% knowledge worker activities. Hatchworks Jan 2024 report projects that generative AI will deliver annual growth rate of 37.3% between now and 2030. S&P Global Jan 2024 report indicates, “GenAI, too, has the potential to fundamentally transform the global economy and labor force. Much of the current focus concerns labor productivity, with productivity savings estimates ranging from 15% to 40%, raising questions about whether it will generate large-scale disruption of the labor market by displacing humans”.
This potential for orders of magnitude in growth upside and cost savings is hypnotic for any business leader. While the hype is real and exponential, delivering results seems surprisingly difficult to many. Unlike the Internet and Software as a Service era which relied on pay-as-you-go, low risk, operating expenditure (OpEx) based model, Generative AI can be extremely capital expenditure (CapEx) intensive. Cost of failure in GenAI can be existential for many enterprises.
Our subscribers can use the GenAI Techne System low-code package which codifies the Generative AI application development best practices.
How does the GenAI Techne System help?
We will provide actionable guidance and resources, cutting through the noise and delivering signal, which will help you accelerate your GenAI adoption.
Trends: You will learn from latest industry and technology insights curated by GenAI practitioners.
Research: We will demystify latest research so you are able to future proof your decisions.
Reviews: We will review tools helping build the latest GenAI stacks.
Models: We will evaluate recent model releases for you so that you take the right decisions investing your precious GPUs.
Datasets: We will curate the Web for you to source high quality datasets for your needs.
Techniques: We will share design patterns and techniques which help build successful GenAI systems.
and much more.
Watch this space for more in-depth articles, samples, and guides to help you embrace the most compelling technology revolution yet!