AI Agents: Decisions Can Be Automated, but Responsibility Is Human

In this episode, Ricardo discusses the growing use of AI agents in projects and highlights an essential point: decisions can be automated, but responsibility remains human. Tools such as collaborative platforms and automation engines already perform tasks, prioritize activities, and interact with stakeholders autonomously. Despite their efficiency, there is an illusion that responsibility can also be transferred to AI, which is not true. In case of error, the responsibility falls on whoever designed the system. Thus, the manager's role evolves, it goes from simply executing to designing decision-making systems, defining limits, and validating logic. The recommendation is clear: automate tasks, support decisions, but never delegate responsibility. Tune in to the podcast to learn more!

In this episode, Ricardo explains that projects age not only over time but also when they lose energy, relevance, and purpose. Many continue to be taken for granted, even as markets, technology, and priorities change. He warns that past investments do not justify continuing, as they do not guarantee future value. Signs of aging include a lack of clarity about the purpose, low team motivation, and decisions based on outdated assumptions. Reviewing or even ending a project is not a failure, but demonstrates leadership. Maintaining “zombie” projects consumes valuable resources. Therefore, leaders must continually assess whether the project remains viable, delivers value, and aligns with current realities. Listen to the podcast to learn more!

In this episode, Ricardo discusses the importance of maintaining rhythm, not hysteria, for projects to be sustainable. He explains that many organizations confuse productivity with a chaotic environment full of emergencies, constant meetings, and changing priorities. This scenario only creates the sensation of movement but doesn't guarantee real progress. For Ricardo, rhythm means consistency, cadence, and continuous advancement with focus and energy, while hysteria puts the project in a permanent state of emergency. This generates fatigue, worsens decision-making, and reduces the quality of work. He emphasizes that projects are made by people and that exhausted teams lose motivation and make more mistakes. Therefore, leaders must define clear priorities, respect the team's capacity, and create a sustainable environment to achieve consistent results. Listen to the podcast to learn more about!

In this episode, Ricardo Vargas celebrates International Women’s Day while reflecting on the importance of diversity in projects. He explains that projects often fail not because of technical issues but because teams fall into uniform thinking, where everyone analyzes risks and decisions from the same perspective. Complex projects require contrasting viewpoints, experiences, and interpretations. The participation of women strengthens decision-making, risk analysis, communication, and stakeholder engagement. Ricardo emphasizes that diversity is not only about fairness but about performance, collective intelligence, and better results. When women can fully participate, challenging ideas, leading, and influencing decisions, projects become more robust and complete. He concludes that real inclusion means ensuring women’s voices are heard and that diversity should be treated as a fundamental condition for delivering better projects. Listen to the podcast to learn more about!

In this episode, Ricardo explains that many projects fail not because of technical issues, but because the global context changes during execution. Elections, wars, sanctions, and trade tensions can shift priorities, block suppliers, and unexpectedly increase costs. Geopolitics goes beyond armed conflicts; it includes global supply chains, interest rates, exchange rates, and environmental regulations. Trade restrictions can halt infrastructure projects, export limitations can delay the delivery of critical equipment, and regional conflicts can raise material costs. Higher interest rates affect project financing, while currency fluctuations can quickly make contracts unviable. Regulatory changes also impact scope and timelines. So, project managers must include macroeconomic risks in planning, work with multiple scenarios, and involve leadership when the context changes to stay aligned with strategy in a globally unstable environment. Listen to the podcast to learn more!

In this episode, Ricardo explains that the true enemy of a project is not risk, but illusion. Although teams dedicate significant effort to risk management—creating registers, assessing probability and impact, and defining mitigation plans—many failures arise from collective self-deception. Unrealistic schedules, underestimated budgets, and overly ambitious scopes are often accepted to satisfy expectations and gain approval. Unlike uncertainty, which is natural in complex environments, illusion is culturally constructed and reinforced by pressure, incentives, and overconfidence. The planning fallacy drives teams to underestimate time and cost. Effective project leadership means confronting illusions early, making trade-offs explicit, and protecting reality. Projects fail not because of known risks, but because uncomfortable truths are ignored. Listen to the podcast to learn more!

During Carnival week in Brazil, Ricardo connects celebration with project management. Carnival, one of the world's largest cultural events, symbolizes creativity, energy, discipline, and months of preparation. Behind the music and parades lies structured planning, budgeting, rehearsals, and well-defined roles—just like in projects. However, in professional life, teams often move from one milestone to another without celebrating achievements. Projects demand resilience, discipline, and sacrifice, and each victory deserves recognition. Celebrating is not a waste of time; it's emotional fuel. It reinforces positive behaviors, strengthens the sense of belonging, reduces burnout, and highlights progress. Just like in Carnival, successful projects deliver results and build stronger, more motivated teams along the way. Listen to the podcast to learn more!

In this episode, Ricardo presents Cloud Cowork, an agentic AI model from Anthropic that goes far beyond traditional conversational assistants. It is designed to execute complete tasks within real contexts such as files, folders, documents, reports, and workflows. Ricardo highlights its strong applicability to project management and other forms of structured knowledge work, where a large amount of time is spent on operational activities like organizing documents, consolidating data, reviewing information, and preparing reports. By delegating these tasks to an AI agent that plans and executes work in a structured way, professionals can shift their focus from execution to orchestration, decision-making, and strategy. Speaking as a satisfied user with no affiliation to Anthropic, Ricardo strongly recommends testing Cloud Cowork to understand the real impact of agentic AI on projects, PMOs, and organizations. Catch the full episode to learn more!

In this episode, Ricardo explains the difference between Generative AI, AI Agents, and Agentic AI—topics that are widely discussed but often misunderstood. He draws on a clear explanation by Filipa Peleja, presented during the O’Reilly Super Stream on Generative AI. Generative AI, based on large language models, responds to prompts and produces text, ideas, and analysis, but it has no initiative, goals, or independent decision-making. AI Agents, on the other hand, are given a goal and can plan tasks, use tools, interact with systems, and execute actions in sequence, with operational autonomy within defined rules. Finally, Agentic AI involves systems of agents working together, with memory, adaptability, and evolving strategies, raising major challenges around governance, ethics, and accountability. Catch the full episode to learn more!

In this episode, Ricardo analyzes the 21st edition of the World Economic Forum's Global Risks Report 2026, highlighting the end of predictability and the beginning of the so-called "era of competition." The report points to a more turbulent global scenario, with 50% of leaders predicting instability in the next two years, driven by geoeconomic confrontation that threatens global supply chains. Ricardo explains that in the economic field, high global debt and increased spending on defense, energy transition, and artificial intelligence make capital more expensive and scarcer, requiring extreme financial rigor in projects. Misinformation intensifies social polarization. As a strategic response, the report proposes a "coalition of the willing": moving forward with truly committed groups, without waiting for total consensus. Listen to the podcast to learn more!