HS140: AI and Technical Debt – Boon or Bane?

Telcos have been offering satellite services as “add-ons” to their terrestrial mobile services, under the paradigm that telcos control the customers and satellites merely provide the connectivity. Scott and Johna debate whether that paradigm is backwards: Might there come a time when satellite companies own the customers, and provide terrestrial services as an “add on”... Read more »

Since the dot-com bubble burst around the turn of the century, the US economy has seen periods of huge layoffs in IT. AI may be driving another such event, whether in slow motion as companies lay off staff thinking they can be replaced by AI, or suddenly in the event of an abrupt bursting of... Read more »

Many a IT professional is having the AI football tossed to them, “We need to implement in house AI, go do it”. If this is you, what questions should you be asking of yourself and of leadership?   Getting traction accommodating vast new workloads with new and different behaviors is a challenge, given the parameters... Read more »

Sometimes IT is forced to spend money to do nothing. It might be the cost of evaluating the products and services you don’t end up deploying. Or it’s the cost of scrambling to disable new functionality–mostly AI features these days–in existing apps and services, so it can be evaluated and re-enabled selectively, if at all.... Read more »

What is an AI Factory, and why would an enterprise want to invest in one? Johna and John are joined by guests Thierry Pienaar of HPE and Kaushik Shirhatti of NVIDIA to discuss what an AI Factory is, the business case for it, and who should consider them. They also cover the value HPE’s expertise... Read more »

In-house data centers are a hot topic again! Companies of all sorts are repatriating cloud workloads. Many want to ramp up in-house AI development, training, and production deployment. However much (or little) you know about building a data center, the rules have all changed in the last few years. From political/regulatory concerns to economics to... Read more »

Everyone is talking about autonomous AI for network operations. But in critical infrastructure, is removing the human really the right goal? In this sponsored episode, Johna and John welcome BackBox CEO Rekha Shenoy and VP of Products and Engineering Richard Phillips to discuss the risks of blind autonomy, where AI can go wrong, why human... Read more »

In this sponsored episode, Ronny Wolf of BlueCat Networks joins Johna and John to explore the importance of API-first architecture. They also discuss how BlueCat expanded beyond core DDI into intelligent network operations, the key differences between having APIs versus being built API-first, and how guardrails such as rate limiting and human in the loop... Read more »

What does Enterprise Architecture (EA) mean when AI is everywhere in the stack? Enterprise Architecture is about nailing down relationships and functions while AI pushes back with dynamic processes and probabilistic results. Join Johna and John as they discuss the possibilities for EA: does it prevail, adapt, or die? Episode Links: Watch this episode on... Read more »

Does AI increase or reduce technical debt? Join Johna Johnson and John Burke as they discuss how to make strategy in environments in which AI fuels untrammeled growth in enterprise complexity–but also points the way to automated optimization (and concomitant technical debt reduction). Episode Links: Watch this episode on YouTube The AI Technical Debt Crisis:... Read more »