Artificial intelligence is beginning to replace many of the workplace roles that men dominate. The parts of those jobs that will have staying power are those that rely more heavily on emotional intelligence, abilities such as empathy, persuasion, and inspiration — skills in which women typically excel. In the AI economy, men won’t be as successful as women unless they embrace these differentiator skills.

“Getting performance management right is an old challenge,” according to Nik Kinley and Shlomo Ben-Hur, authors of the article “The Missing Piece in Employee Development.” The key element isn’t measuring performance but the interactions and conversations that individuals have with their managers.

As many experts have noted, the annual performance review is rife with faults. It emphasizes what has already happened rather than shaping what is yet to come. It can feel punitive or at least judgmental. It is reductive and, in some cases, forces ridiculous formulaic comparisons between employees. It fails to emphasize the kind of timely feedback that can make a real difference in performance. And yet I have just scheduled year-end performance conversations with each of my direct reports.

Many executives believe they are good at identifying leadership talent. However, when asked how they make their decisions, they often cite intuition or “gut” instincts. Social science research, on the other hand, suggests that individuals are often prone to cognitive biases in such decisions. Rather than just relying on the subjective opinions of executives, some companies are using assessment tools to identify high-potential talent.

In recent years, organizations have begun to prioritize processes for improving future performance over evaluating employees’ past efforts. Yearly development objectives and annual reviews are being replaced by real-time feedback delivered directly by line managers. Although this shift holds much promise, it risks bumping up against some hard realities — namely, the ability of line managers to help employees develop. In reality, many managers aren’t confident they can change employee behavior.

Tomorrow’s most productive individuals will have more and better digital versions of themselves. The vision: Individuals will be able to utilize customized software and digital tools to improve their performance and productivity, with these digital versions of themselves able to significantly outperform their average self. In this world, AI will stand for “Augmented Introspection” as well as “Artificial Intelligence.”

In the quest for digital talent, many employers are falling prey to common misconceptions. One assumption is that advanced technical skills are the most valuable asset, but “soft” skills such as communication and collaboration are just as (if not more) important. And many of the skills, technical or otherwise, that companies seek may be better obtained in current staff by fostering collaborative learning — which may also improve employee retention.

Is your company’s social media team grounded in the culture of your organization? Younger employees often have a procedural understanding of social media tools but need strategic vision, argues Boston College’s Jerry Kane. The most effective social media initiatives may be partnerships between younger employees experimenting with social media technologies while more experienced employees harness their enthusiasm and ideas to give them strategic direction.

New research suggests that clothing can have an effect on our behavior if that clothing has a symbolic meaning and if we have the physical experience of wearing the clothes. Researchers at the Kellogg School of Management at Northwestern University call this “enclothed cognition.”

A new study suggests that the effect of institutional investors on innovation in public companies is positive.

New research offers insights into the factors that affect how much an organization learns from its innovation activities.

As research on the National Football League reveals, sometimes the specific nature of a job determines whether a great performer at one company can replicate that performance at another.

The key to making new employees productive quickly, known as “rapid on-boarding,” is to help them immediately build an informational network with co-workers.

Thus far, researchers and managers alike have a very limited understanding of what makes knowledge workers tick. But by manipulating two key leverage points, companies can begin to shift the balance from art toward science.

Managers in the same company frequently use different criteria to review their employees’ work — unless the organization has trained them to do otherwise.

Unlike traditional stock options, benchmarking performance to company-specific risk creates a more accurate incentive and reward mechanism.

To shift toward high-quality service strategies, managers must adopt training and recruiting policies that compensate for institutional barriers to human resource investment.