Ideas Weave Every Narrative with AI.
A 12-year-old asks if becoming an AI engineer in 2036 is worth it. The best response? ‘Focus on your multiplication tables.’ This isn’t a joke—it’s the most profound career advice for an age of exponential change. The only skill that survives is cognitive adaptability: the ability to learn, unlearn, and rebuild.
In an AI startup, nobody tells you what to do. You survive by building information asymmetry, testing before analyzing, and treating your own career like an Agent architecture: define your profile, your skills, and your tools. These 10 lessons from my first week show how to turn chaos into influence.
Most knowledge workers think their value lies in efficiently transmitting information. But in the AI era, playing the messenger is a death sentence. The only durable career moat is judgment—a skill built solely by hunting for first-hand data, not waiting for second-hand reports. Stop being a megaphone. Start being a detective.
Liberal arts education has become a luxury good for the elite, not because of STEM or YouTube, but because of its own failure to integrate vocational necessity. The real value of critical thinking is being lost to class gatekeeping, and the only way forward is to demand that every degree also teaches marketable skills.
The tech industry’s obsession with reinventing the wheel isn’t about innovation—it’s about incentives. When engineers are rewarded for launching new things instead of maintaining proven ones, the system creates endless churn. This article exposes the rational career strategy behind ‘not invented here’ syndrome and offers a simple test to know if a rewrite is really worth it.
When every AI product can call the same model, your only moat is the ability to define ‘correct’ in your specific context. Evaluation sets—not models, prompts, or features—are the CUDA of AI product management. Build one tonight, and you become irreplaceable.
The NSF’s pilot program for 4-year industry-embedded PhDs isn’t a betrayal of academic values—it’s a brutal correction. Most PhDs don’t become professors, yet the system treats them as if they will. This move could create a two-tier doctorate, but that might be exactly what students need to survive.
I asked for a different question during a Microsoft interview — and failed. But that moment of honesty was the most dangerous thing I could do, and also the most human. Here’s why I’d do it again, and what it teaches us about the toxic culture of pretending in interviews.
The myth of ‘finding your passion’ is a dangerous lie. For the burned-out, passion is not a dormant treasure—it’s a skill that must be rebuilt through deliberate action. This article unpacks the paradox of passion-seeking and offers a practical path to recover your capacity for joy, starting with 10 minutes a day.
After a thousand ignored applications, software engineers are waking up to a brutal reality: generic coding skills are commoditized. The true barrier to pivoting isn’t learning a new trade in 1-2 years—it’s unlearning the ego-driven ‘universal problem solver’ identity that tech culture instilled. The market doesn’t reward abstract logic anymore; it rewards domain expertise.