Khurram

27+ yrs leading banking tech programs | Sharing real-world transformation lessons for tech leaders. Opinionated but never rude! ♑️

[Khurram @ASalaam]

“always assume you’re as smart as anyone else in the room, but never assume that you know as much as they do,”
#JohnTernus
#Apple
#Leadership

[Khurram @ASalaam]

My ambition is greater than my effort. My effort is greater than my talent. And my talent is a hostage of my temper. But I persist!
#TawfiqAlHakim
#LeadershipMindset
#ProfessionalGrowth
#EmotionalIntelligence
#PersistencePays

[The Driven Man @Thedrivenman]

Once you lose access to me, don't expect the same me l once gave you.

[Mind and Glory 🎖 @mindandglory]

An intelligent man never overstays his welcome in rooms that have stopped serving his growth. Exit with grace. Build elsewhere.

[The Driven Man @Thedrivenman]

If somebody doesn't choose you, let them fucking lose you. Once somebody has made up their mind, have the self-respect to stop wasting your own time.

[The Driven Man @Thedrivenman]

Ruthlessness is THE MOST ATTRACTIVE trait a man can possess.

A ruthless man makes hard decisions under pressure and is cruel when necessary to get things done.

Understand the following... You will regret your leniency far more than your ruthlessness

[Khurram @ASalaam]

Epistemic Trespassing

“#Epistemic trespassing ” happens when someone with real expertise in one domain overconfidently claims authority in another where they lack the right evidence or skills. In tech and AI, this shows up constantly. A brilliant machine‑learning engineer who can build state‑of‑the‑art language models may feel entitled to speak as an expert on philosophy of mind, ethics, or even geopolitics, yet they may be epistemically trespassing if they haven’t done the deep work in those fields. Just because they understand gradient descent doesn’t mean they understand moral theory or international institutions.

The same dynamic appears in finance. A quant who excels at risk‑model calibration and back‑testing complex derivatives can sound highly authoritative. But if that same person confidently declares that a central‑bank decision will “obviously” crash markets or that a specific country is “certainly” about to default, they may be trespassing outside their domain. Their expertise in mathematical modeling does not automatically give them the macroeconomic, political, and institutional insight that proper judgment in those areas requires.

AI amplifies this problem. When engineers or data scientists apply their modeling skills to social questions, education, hiring, criminal justice, or healthcare, they must remember that correlation is not causation and that technical precision is not the same as domain understanding. Epistemic humility means acknowledging that building a predictive model is different from fully grasping the norms, incentives, and histories that shape real‑world outcomes. In both finance and AI, being smart in one corner of the problem space does not license confident pronouncements across the whole landscape.

On a lighter note, we’ve all been guilty of this kind of over‑confidence in our favorite sports, claiming to understand “the game better than the coaches” or “seeing things the players don’t.”

Thoughts?

[Khurram @ASalaam]

“always assume you’re as smart as anyone else in the room, but never assume that you know as much as they do,”
#JohnTernus
#Apple
#Leadership

[Anthara Fairooz @anthara_ai]

🚨 BREAKING: People are using Claude to target $1,000/day from the stock market.

No charts all day. No panic trading. No guessing.

Just Prompts → Strategy → Profit.

Here are 7 you can copy 👇🧵

[Khurram @ASalaam]

My ambition is greater than my effort. My effort is greater than my talent. And my talent is a hostage of my temper. But I persist!
#TawfiqAlHakim
#LeadershipMindset
#ProfessionalGrowth
#EmotionalIntelligence
#PersistencePays

[Khurram @ASalaam]

Are tech certs on a countdown timer? With vibe tools and Claude letting novices ship decent code, it’s like charging for map-reading courses in a GPS world—or forcing high schoolers to ditch calculators and memorize π digits!
#AICoding
#VibeCoding
#ClaudeCode
#NoCode
#TechFuture
#Certifications
#AItools

[Khurram @ASalaam]

#Seahawks

[Dave Kline @dklineii]

Leading a high-performing team is hard, but it isn't complicated. This checklist fits on one page. The more you hit, the more likely your team is crushing it.

[Dave Kline @dklineii]

As a new manager, my biggest regret is how I handled underperforming employees. I gave them the benefit of the doubt for too long and my team suffered as a result. Sometimes, my best people left instead. Here are 3 tests I now use to act more decisively:

[mia @httpsosweet]

you should leave traces of yourself everywhere you go. you are allowed to exist. let your presence linger.

[Khurram @ASalaam]

If your best engineers spend more time in status meetings than in code, your real outage is leadership!
#ThinkBuildLead
#LeadBuildShip
#Leadership
#Tech
#Innovation
#DecideDeliverTransform

[Khurram @ASalaam]

#HappyNewYear2026 #Innovation #NewYear2026 #HappyNewYear