Dimension.Know how it works.
In-depth handbooks on building AI systems and software that hold up in production, with news from the Academy.
Upskilling
A Manager's Guide to Protecting Learning Time
Learning that happens only after hours is fragile. Protected time with a purpose and a review makes it part of the work.
Cybersecurity
Cloud Misconfiguration Is Still the Quiet Risk
Public storage and overly broad roles are among the most common causes of cloud incidents, and AI tools make both easier to create at speed.
Careers
From Analyst to Data Scientist: Which Gap Actually Matters
The move is rarely about learning more statistics. It is usually about framing questions and shipping results people act on.
AI Models
Alignment in Plain Language: Helpfulness, Honesty and Caution
Teaching a model to be helpful, honest and careful involves trade-offs. Understanding them explains refusals, hedges and occasional over-caution.
Upskilling
A Realistic Timeline for Switching Into AI Work
A switch takes longer than the advertisements suggest and is more achievable than people fear. Planning in stages makes the path visible.
Cybersecurity
Zero Trust, Restated for AI Tools
Zero trust means no request is trusted by default. For AI tools that includes the model's own outputs and the documents it reads.
Careers
Teaching as a Career Move: Explaining Technical Work Clearly
Explaining a hard idea to someone new is a skill employers pay for in engineering, support, research and training roles.
AI Models
Quantization: Smaller Models and What Is Lost
Storing a model's numbers with fewer bits shrinks it and speeds it up. The loss is real, and it depends on the task.
Upskilling
Reading Code You Did Not Write
Much professional programming is reading. A method for tracing unfamiliar code builds skill faster than writing new code alone.
Cybersecurity
Summarizing Threat Intelligence Without Losing Accuracy
A model can compress a threat report in seconds and drop the detail that mattered. Summaries need checking against the source.
Careers
Learning on the Job When the Tools Change Every Quarter
The tools will keep changing. What lasts is the habit of learning a new one quickly without losing the thread of the work.
AI Models
Latency and Streaming: Why the First Token Matters
People judge an AI feature by how soon something appears, not by when the answer is finished. Streaming changes that experience.
