Jeg udvikler mig sammen med andre ved at dele holdninger og viden, derved skabes et netværk af interessante og kompetente mennesker. CIO founder CEO.
Denmark - Aarhus
Joined June 2011
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Mads Hulgaard retweeted
Ever wanted to be a leader?
You don’t need to wait until you get appointed by your boss. Now you have a chance to prove it before you even get all the paperwork in place.
It often start with small steps for your team. Practice your skills and show.
#Learning #Test #Leadership
Mads Hulgaard retweeted
Interesting features coming to the streets of Denmark. @Tesla
Mads Hulgaard retweeted
Hello my friend. We all use AI tools in the daily routines, some are more useful than others.
How do you stand on top of being able to choose the right ones for the right purpose?
This message is written without AI, but what tools do you succeed in use, for what type of tasks?
🤖 AI AGENTS
Which model would you trust for autonomous workflows today?
🟧 Claude Opus 4.8
⚫ GPT-5.5
🟪 Qwen 3.7 Max
🔵 GLM 5.1
Planning, tools, MCP, reasoning, multi-step execution...
Which one are you actually using and why?
👇
#AIAgents #AgenticAI #LLM #GenAI
Mads Hulgaard retweeted
Are you going to work with #BigData ?
Make the homework first. Learnings from working with #BI give us the knowledge of garbage in - garbage out.
With #AI you can do this at a much higher rate… think twice.
With the ability to run fast, the direction is even more important 🤥
ML isn’t magic — it’s a workflow. 🧠⚙️
1. understand data
2. choose right algorithm
3. train
4. test
5. optimize
6. deploy + monitor + retrain
The winners are the teams who run this loop consistently.
#MachineLearning #AI #DataScience #MLops
Mads Hulgaard retweeted
Have you ever tried to take a Meta view on your use of skills in different situations?
In the trust that this is an overview of useful skills (try using Critical Thinking), then when to learn?
Have you planned or are you going to plan the next timeframe for learning?
Mads Hulgaard retweeted
Are you aware of how the security landscape and threats are changing over time?
Do you have a plan on how you company and team members are learning at the same time as you develop new solutions?
#AI #BI #Data #BusinessIntelligence
#AI Accelerates #Business Security and Protects The Future
by @ingliguori
#CyberSecurity #Infosec #IT #Tech
Mads Hulgaard retweeted
Have you ever tried using AI to learn faster?
You could accelerate your pace by using just one of the below commands.
Feel free to test any one of them. Please share if you have testet one already, and share your experience.
#AI #CyberSecurity #ML #Data #BI #LearningTogether
Use #AI To Learn Anything Faster
by @Krishnasagrawal
#ArtificialIntelligence #MachineLearning #ML #DL
Mads Hulgaard retweeted
AI are going to take the main activities you where expecting to get paid for 🤷♂️
But you are still going to be paid.
Mads Hulgaard retweeted
By first this look very cool, but please zoom in a bit… I need your help to see the details. Help me point out a valuable way to use this overview.
It looks amazing, and I like the art in it👍
#value #AI #BI #Data #DataScience #IIoT #DataAnalytics #weekend
Mads Hulgaard retweeted
A fantastic opportunity to dig into the components of #AI for boomers AI isn’t that new… but it is a combination of what is already in the toolbox.
Show this to your father or son, and see the communication take place.
Understand the future together ❤️
#Data #Development #BI
Mads Hulgaard retweeted
Name a company in the comments that you think would benefit of learning this.
#5whys #DecisionTrees #ProsCons #ProsAndCons #CostBenefit #BI #DW
Har du styr på hvad du skal stemme til valget?
Ovre på LinkedIn har jeg lavet et opslag om dagens arbejde for demokratiet.
linkedin.com/posts/madshulga…?
Mads Hulgaard retweeted
Using the right #frameworks makes half the solution.
What frameworks from this overview are you familiar with?
#MachineLearning #ML #WebDevelopment #AutomationTest #WebScraping #ImageProcessing #GameDevelopment #BusinessStrategy #BusinessIntelligence #BI
Mads Hulgaard retweeted
Now we are bringing #AI to your service as #agents. You have heard it before, but got confused by the fact that it is hard to connect the dots, when you talk with different people about the topic.
Here we are starting to differentiate between the types of #AIAgents
#GenAI #Help
Not all AI agents are built the same. So what sets them apart?
Here’s a breakdown of 10 core types of AI agents you’ll come across in real-world systems, from simple reactive agents to complex multi-agent systems.
1. Task-Specific AI Agent
Built for one focused task like summarizing or translating. It follows a fixed process with no learning or adaptation.
2. Reactive Agent
Responds to immediate input without using memory or history. Think of it like a reflex - it reacts, not plans.
3. Model-Based Agent
Builds an internal map of its environment. Simulates outcomes before acting to make smarter, context-aware decisions.
4. Goal-Based Agent
Starts with a goal and works backward. It plans steps, simulates paths, and selects the route that achieves the goal.
5. Utility-Based Agent
Chooses actions based on how beneficial they are. It weighs all options and picks the one with the highest value.
6. Learning Agent
Improves over time by learning from past actions. Adjusts its strategy using feedback and stores new knowledge.
7. Planning Agent
Focuses on long-term strategy. It defines a goal, maps out steps, and adjusts based on progress not just reaction.
8. Reflex Agent with Memory
Uses preset rules but with added memory of past inputs. Helps respond better when situations repeat or evolve.
9. Multi-Agent System Agent
Works with or against other agents. They share environments, negotiate roles, and coordinate to reach a bigger goal.
10. Rational Agent
Always selects the most logical option. It analyzes the full picture, predicts outcomes, and chooses the smartest path.
Save this if you're exploring Agentic AI or designing intelligent decision-making systems.
Mads Hulgaard retweeted
Are you and your company doing structured testing?
While #VibeCoding is used in many parts of the code in greater systems, the need for testing is becoming crucial for the long-term maintenance budget, and regarding #cybersecurity, small holes can be an issue.
#AI #BI #DW #ML #BA
Mads Hulgaard retweeted
Would assume that there also was an overlap between #AI and #ImageProcessing otherwise this is a very good overview of the modern #EcoSystem
Please help highlight by commenting on this, if you see any other examples of missing connections.
Please explain how you see it 😎👍
Mads Hulgaard retweeted
Looks great 👍 but I’m maybe missing Vibe Coding. Why should Vibe Coding not be a part of this list?
#InternetOfThings #artificial_intelligence #VibeCoding #DataAnalytics #Datause #IIoT #BusinessIntelligence #BI #DataScience #DataDriven #Coding
Mads Hulgaard retweeted
Absolutely perfect take for anyone what want to teach next generation. Use #AI and #BI as the topic for good old education planning / Framework.
#BusinessIntelligence #InternetOfThings #ML #Data #School
