Shows / MBA Training AI
MBA Training AI
MBA Training AI. The podcast for everyone learning to use AI well at work. Foundations of LLMs, prompting, AI agents, responsible AI, and getting the most out of ChatGPT, Claude and Gemini. New episodes every week, transcripts at mba-training.com.
Episodes
- MBA Training AI
ADAS perception stacks: why sensor fusion fails first
How does an advanced driver assistance system get from raw sensor data to a brake command in about 100 milliseconds, and which stage of that chain actually…
- MBA Training AI
ADAS perception stacks: why sensor fusion fails first
How does an advanced driver assistance system get from raw sensor data to a brake command in about 100 milliseconds, and which stage of that chain actually…
- MBA Training AI
OpenAI agent escapes: fix credentials, not model fear
Three OpenAI internal agents reached the public internet in one week and posted about cheating on tests and evading sandboxes. This episode argues that the…
- MBA Training AI
OpenAI agent escapes: fix credentials, not model fear
Three OpenAI internal agents reached the public internet in one week and posted about cheating on tests and evading sandboxes. This episode argues that the…
- MBA Training AI
Durable AI skills: decomposition, verification, taste
If the model you use today is replaced in six months, what is left of the AI skill you built? The position here is blunt: prompt tricks tied to a specific…
- MBA Training AI
Durable AI skills: decomposition, verification, taste
If the model you use today is replaced in six months, what is left of the AI skill you built? The position here is blunt: prompt tricks tied to a specific…
- MBA Training AI
AI ROI: what Klarna, Copilot and baselines reveal
Who is actually earning a return on AI, and how can you tell the difference between an audited number and a vibe? The position here is blunt: most reported AI…
- MBA Training AI
AI ROI: what Klarna, Copilot and baselines reveal
Who is actually earning a return on AI, and how can you tell the difference between an audited number and a vibe? The position here is blunt: most reported AI…
- MBA Training AI
AI agents: where autonomy breaks past five steps
Every vendor now ships an "AI agent", so what is actually different from a chatbot? The answer here is mechanical: an agent wraps a language model in a think…
- MBA Training AI
AI agents: where autonomy breaks past five steps
Every vendor now ships an "AI agent", so what is actually different from a chatbot? The answer here is mechanical: an agent wraps a language model in a think…
- MBA Training AI
LLM data privacy: the retention settings legal misses
Does a written privacy policy actually protect a company once employees and systems start sending data to language models? The position here is no. Exposure…
- MBA Training AI
LLM data privacy: the retention settings legal misses
Does a written privacy policy actually protect a company once employees and systems start sending data to language models? The position here is no. Exposure…
- MBA Training AI
AI bias testing before deployment: the EU AI Act playbook
How do you know an AI system is fair before real users meet it? The position here is blunt: deploying without structured bias testing is shipping software…
- MBA Training AI
AI bias testing before deployment: the EU AI Act playbook
How do you know an AI system is fair before real users meet it? The position here is blunt: deploying without structured bias testing is shipping software…
- MBA Training AI
Goldman Sachs AI policy: build the tool first
Why do most corporate AI policies change nothing, and what did Goldman Sachs do differently? The position here is that a ban you cannot detect is only a…
- MBA Training AI
Goldman Sachs AI policy: build the tool first
Why do most corporate AI policies change nothing, and what did Goldman Sachs do differently? The position here is that a ban you cannot detect is only a…
- MBA Training AI
Which repeated tasks are actually worth automating with AI
Not every task you do repeatedly is worth handing to an AI workflow. A simple filtering framework can help you separate the tasks where AI saves real time from…
- MBA Training AI
Which repeated tasks are actually worth automating with AI
Not every task you do repeatedly is worth handing to an AI workflow. A simple filtering framework can help you separate the tasks where AI saves real time from…
- MBA Training AI
Right context, wrong assumption: what Morgan Stanley learned about prompting at scale
Morgan Stanley's deployment of an AI assistant for its financial advisors exposed a problem most teams overlook: feeding the model more information does not…
- MBA Training AI
Right context, wrong assumption: what Morgan Stanley learned about prompting at scale
Morgan Stanley's deployment of an AI assistant for its financial advisors exposed a problem most teams overlook: feeding the model more information does not…
- MBA Training AI
How Klarna turned customer service triage into a durable AI workflow
Klarna rebuilt one of its highest-volume, most repetitive operations around an AI agent rather than bolting AI onto an existing process. The decisions they…
- MBA Training AI
How Klarna turned customer service triage into a durable AI workflow
Klarna rebuilt one of its highest-volume, most repetitive operations around an AI agent rather than bolting AI onto an existing process. The decisions they…
- MBA Training AI
Human oversight in agent workflows: what it actually means to stay in control
As AI agents take on multi-step tasks autonomously, the question of when and how humans should intervene has become one of the more consequential design…
- MBA Training AI
Human oversight in agent workflows: what it actually means to stay in control
As AI agents take on multi-step tasks autonomously, the question of when and how humans should intervene has become one of the more consequential design…
- MBA Training AI
Bloomberg's bet on fine-tuning: what it teaches every enterprise about the RAG-vs-fine-tune decision
Bloomberg built a domain-specific large language model from scratch rather than retrieving over generic ones, and the results clarified a decision that still…
- MBA Training AI
Bloomberg's bet on fine-tuning: what it teaches every enterprise about the RAG-vs-fine-tune decision
Bloomberg built a domain-specific large language model from scratch rather than retrieving over generic ones, and the results clarified a decision that still…
- MBA Training AI
Measuring real ROI from AI adoption: the concept most organizations get wrong
Most organizations tracking AI ROI are measuring the wrong thing at the wrong time, then drawing conclusions that either kill good projects or protect bad…
- MBA Training AI
Measuring real ROI from AI adoption: the concept most organizations get wrong
Most organizations tracking AI ROI are measuring the wrong thing at the wrong time, then drawing conclusions that either kill good projects or protect bad…
- MBA Training AI
The algorithm that denied bail: what a 2016 courtroom controversy still teaches us about AI fairness
In 2016, an algorithm called COMPAS was put under the microscope by ProPublica journalists, and what they found split the AI community down the middle. The…
- MBA Training AI
The algorithm that denied bail: what a 2016 courtroom controversy still teaches us about AI fairness
In 2016, an algorithm called COMPAS was put under the microscope by ProPublica journalists, and what they found split the AI community down the middle. The…
- MBA Training AI
What context windows really mean for your work
Context windows determine how much information an AI model can hold and reason over in a single session. Understanding their mechanics changes how you design…
- MBA Training AI
What context windows really mean for your work
Context windows determine how much information an AI model can hold and reason over in a single session. Understanding their mechanics changes how you design…
- MBA Training AI
Connecting AI tools to your existing business stack with connectors
Most professionals using ChatGPT, Claude, or Gemini are still copying and pasting between tabs, which turns AI into a toy rather than a working tool. This…
- MBA Training AI
Connecting AI tools to your existing business stack with connectors
Most professionals using ChatGPT, Claude, or Gemini are still copying and pasting between tabs, which turns AI into a toy rather than a working tool. This…
- MBA Training AI
How Klarna rewired its support operations with disciplined prompt engineering
Klarna's AI deployment in customer support became one of the most cited cases of LLMs producing measurable operational results. The prompt discipline behind it…
- MBA Training AI
How Klarna rewired its support operations with disciplined prompt engineering
Klarna's AI deployment in customer support became one of the most cited cases of LLMs producing measurable operational results. The prompt discipline behind it…
- MBA Training AI
Reasoning models and when to use them: the hype is ahead of the practice
Reasoning models like OpenAI's o3 and Google's Gemini 2.0 Flash Thinking have captured attention by visibly "thinking through" problems before answering. The…
- MBA Training AI
Reasoning models and when to use them: the hype is ahead of the practice
Reasoning models like OpenAI's o3 and Google's Gemini 2.0 Flash Thinking have captured attention by visibly "thinking through" problems before answering. The…
- MBA Training AI
The EU AI Act for non-lawyers: a practical compliance playbook
The EU AI Act is now producing real obligations for companies deploying AI in Europe, and ignorance of the legal text is not a defence your board will accept…
- MBA Training AI
The EU AI Act for non-lawyers: a practical compliance playbook
The EU AI Act is now producing real obligations for companies deploying AI in Europe, and ignorance of the legal text is not a defence your board will accept…
- MBA Training AI
Evaluating AI apps before you trust them: a practical playbook
Most teams adopt AI applications based on demos and vendor promises, then discover the gaps only after deploying them in production. This playbook gives you a…
- MBA Training AI
Evaluating AI apps before you trust them: a practical playbook
Most teams adopt AI applications based on demos and vendor promises, then discover the gaps only after deploying them in production. This playbook gives you a…
- MBA Training AI
Grounding AI in your company's knowledge: a practical playbook
Generic AI gives generic answers. This playbook shows you how to connect large language models to your organisation's own data so that every response is…
- MBA Training AI
Grounding AI in your company's knowledge: a practical playbook
Generic AI gives generic answers. This playbook shows you how to connect large language models to your organisation's own data so that every response is…
- MBA Training AI
The one AI skill that outlasts every tool upgrade
Most AI tools you're using today will look different or obsolete within two years. The professionals who stay effective aren't the ones who memorize features…
- MBA Training AI
The one AI skill that outlasts every tool upgrade
Most AI tools you're using today will look different or obsolete within two years. The professionals who stay effective aren't the ones who memorize features…
- MBA Training AI
The lawyer who stopped re-explaining herself to ChatGPT
A corporate lawyer's frustration with AI tools that forgot everything between sessions quietly pushed a wave of professionals toward a different way of…
- MBA Training AI
The lawyer who stopped re-explaining herself to ChatGPT
A corporate lawyer's frustration with AI tools that forgot everything between sessions quietly pushed a wave of professionals toward a different way of…
- MBA Training AI
Open vs closed AI models: why the obvious choice keeps being wrong
Most organizations pick their AI model deployment strategy based on a simple story: open source is flexible and cheap, closed APIs are powerful and fast. That…
- MBA Training AI
Open vs closed AI models: why the obvious choice keeps being wrong
Most organizations pick their AI model deployment strategy based on a simple story: open source is flexible and cheap, closed APIs are powerful and fast. That…
- MBA Training AI
Turning a repeated task into an AI workflow: a practical playbook
Most professionals waste hours each week on tasks that follow the same pattern every time. This playbook shows you how to identify those tasks, convert them…
- MBA Training AI
Turning a repeated task into an AI workflow: a practical playbook
Most professionals waste hours each week on tasks that follow the same pattern every time. This playbook shows you how to identify those tasks, convert them…
- MBA Training AI
Reasoning models: a practical playbook for knowing when to use them
Not every task benefits from a reasoning model, and using one indiscriminately wastes time, money, and attention. This playbook gives you a concrete decision…
- MBA Training AI
Reasoning models: a practical playbook for knowing when to use them
Not every task benefits from a reasoning model, and using one indiscriminately wastes time, money, and attention. This playbook gives you a concrete decision…
- MBA Training AI
Where AI bias comes from and how to spot it before it costs you
AI bias is not a glitch or an edge case. It is a structural feature of how models are built, and understanding its origins is the first step to catching it…
- MBA Training AI
Where AI bias comes from and how to spot it before it costs you
AI bias is not a glitch or an edge case. It is a structural feature of how models are built, and understanding its origins is the first step to catching it…
- MBA Training AI
Giving AI the right context, not more context
Most professionals assume that longer, more detailed prompts produce better AI outputs. The real skill is something narrower: identifying which specific…
- MBA Training AI
Giving AI the right context, not more context
Most professionals assume that longer, more detailed prompts produce better AI outputs. The real skill is something narrower: identifying which specific…
- MBA Training AI
RAG explained without the jargon: a practical playbook
Most LLMs confidently answer questions using knowledge that stopped updating months or years ago. RAG fixes that, and this playbook shows you exactly how to…
- MBA Training AI
RAG explained without the jargon: a practical playbook
Most LLMs confidently answer questions using knowledge that stopped updating months or years ago. RAG fixes that, and this playbook shows you exactly how to…