Winning the Race to the End State
... While there is no agreed-upon definition of AGI, the consensus is that it will not equal the best humans, but it will surpass the average human by such a wide margin that the imbalance of power will be irreversible. ...
The race isn’t theoretical. It’s real. It’s here. And it’s funded. Global private investment in AI topped $252 billion in 2024, up nearly 45 percent in a single year. ...
This is not a technology challenge. It is a leadership challenge. ... The harder problem is inspiring a workforce that understands they are building the very systems that may one day replace them. ...
So what happens between now and that Market 26 notification? In the next 36 months, white collar roles will evolve in predictable ways. Right now, humans are in the loop, teaching systems how to do their work. Soon, those humans will shift to writing and training agents. After that, their focus will move to orchestrating fleets of agents to accomplish goals. And then, the agents will simply operate, reporting back with anomalies and adjustments. ...
You lead by acknowledging reality and offering a vision that turns inevitability into momentum. The message has to be clear: our team can win because we will evolve faster than others. We will test, fail, learn, and adapt. We will use these tools to transform into a more productive, more valuable, and more resilient organization. ...
See the full story here: https://shellypalmer.com/2025/08/winning-the-race-to-the-end-state/?mc_cid=b815d13638&mc_eid=116e9f337b
Pages
- About Philip Lelyveld
- Mark and Addie Lelyveld Biographies
- Presentations and articles
- Trustworthy AI – A Market-Driven approach
- Tufts Alumni Bio