The next generation of artificial intelligence is expected to change not so much the tools professionals use, but rather how work is organized. As so-called AI agents—systems capable of performing a sequence of tasks with minimal human intervention—continue to advance,…
What would this professional do? The growing use of artificial intelligence agents is creating a need for a new role that doesn’t yet have a widely accepted name. This professional would be responsible for defining the agents’ tasks, monitoring their…
The role driving professional growth LinkedIn data reveals that the role of artificial intelligence engineer has seen the biggest expansion in Brazil over the past three years, reflecting the evolution of careers tracked on the platform. This trend is mirrored…
Why context determines the answer The same request can generate completely different texts depending on who receives them. Without clear context, the model cannot determine whether a summary will be read by a director, a technical team, or presented to…
New memory capabilities are coming to AI assistants OpenAI has expanded ChatGPT’s memory capabilities, allowing the system to access relevant information from previous conversations. In June 2026, the company introduced a new architecture called dreaming, designed to synthesize data over…
Artificial intelligence is no longer a differentiator limited to tech specialists. Tools like ChatGPT, Copilot, and other generative systems are now part of daily life across various fields, increasing the pressure to demonstrate expertise in them. A 2025 survey by…
From basic automation to strategic impact The digital transformation has raised the bar for hiring requirements. Today, using virtual assistants for simple tasks and being proficient in office software are standard prerequisites. According to the Work Trend Index report by…
The supply of artificial intelligence solutions is growing faster than companies’ ability to select, train, and integrate them. Text assistants, image generators, meeting summarizers, and automated agents compete for space in daily routines, and many teams end up spending more…
Startups are creating a new role that sits at the intersection of technology, operations, and strategy: the AI Operations professional, also known as AI Ops. Instead of developing artificial intelligence models from scratch, these professionals focus on integrating AI tools…
Trust in AI and the role of critical thinking A joint study by Microsoft Research and Carnegie Mellon University surveyed 319 professionals who use generative AI at least once a week and analyzed 936 real-world applications. The findings suggest that…
