In the 1950s, McDonald’s did not transform fast food by simply expecting employees to work faster or telling them, “Make a burger with a patty, and make it fast.” That instruction described the desired outcome, but not the process. Instead, the the McDonald brothers studied every movement. They designed the kitchen layout, clarified each role, standardised the sequence, created machines, set timing expectations, specified ingredients, created quality checks and established what should happen when something went wrong....
Observable General Intelligence 2
Maybe we've been asking the wrong question. For years, the discussion has been about Artificial General Intelligence. Can we build it? When will it arrive? How will we know? But perhaps the future of intelligence is not really about whether it is artificial. Perhaps the future of general intelligence is being observable.
It’s the behavior, stupid!
I think we often confuse criticism with course correction. Criticism usually comes after frustration has built up. "I'm sick of you always doing that." By then, several incidents may have accumulated, emotions are higher, and the discussion can easily become about the person rather than the behavior. SpatzAI takes a different approach....
If You Were Sue, Would You Use SpatzChat?
Imagine you are Sue in a team meeting. You suggest an idea. Jim responds publicly: “Babe, that’ll NEVER work! What were you thinking?” Maybe Jim was careless. Maybe he did not realise how dismissive he sounded. Maybe he did. Either way, the real test is what happens next. Sue gives him a light verbal caution:
Workplace Teams’ Personal Real-Time Referee & VAR
In soccer, the referee does not wait until the match is over or contact the player the following week to review their fouls. They step in during play, as it happens. Sometimes it is just a quiet word. Sometimes it is a whistle or a card. And when the decision is disputed or serious, VAR - Video Assisted Referee, can help review what happened.
Disagreements Are Not the Problem, Unresolved Micro-Conflicts Are
Disagreements in teams are not the problem; disagreements that result in unresolved micro-conflicts and misalignment are. A disagreement is often just two people modelling reality differently. It can be useful. It can surface risks, sharpen thinking, and improve decisions. Many high-performing teams disagree frequently, and still collaborate well, by addressing—quickly—any behaviors that create friction or micro-conflicts....
SpatzAI Workplace Roleplay Scenario
SpatzAI Workplace Roleplay Scenario Using our Spatz Android and iOS MVP chat apps, I ran the following simulation as a test example for what is possible using SpatzAI.
One Loose Cannon and Three Wood Ducks
In 2005, two co-founders and their advisor were preparing for a decisive investor meeting. The investors were well-capitalised, having launched a major Australian car rental company, while the advisor had previously built a widely used travel and tour platform...
The SpatzAI Self-Managed Accountability & Moderating System
SpatzAI is a self-managed accountability and moderating system for workplace teams. It works inside the SpatzChat app, when needed, staying lightweight and proportionate, while keeping a structured 3-step sequence in the background to address one-off behavioral breaches before they expand into larger disputes.
SpatzAI: Helping Teams Play Fair
Play isn’t just something children do, it’s a fundamental way humans explore ideas, experiment with possibilities, and develop new ways of thinking throughout life. Researchers and educators widely recognise that playful engagement fuels imagination, supports problem-solving and cognitive flexibility, and creates conditions where innovation can emerge naturally.
Object123 