Bandwidth | UNC Hoops

Raleigh, North Carolina
Joined June 2008
FROM NORTH CAROLINAAAAA!!!
Caleb Wilson — Year 1 — North Carolina
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Kade Ross retweeted
Charlotte 49ers men's basketball coach Wes Miller talks about the upcoming exhibition game before the regular season starts at the Dean Dome in Chapel Hill. Needless to say which state his heart lies
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In college we has `rejection Tuesdays` where you had to try and get rejected. Homies got married left and right
A girl just said she tried to get rejected 1000 times in 2025 and ended up being cast in plays, winning pageants, securing hella paid brand deals, and appearing in commercials.This is your sign to chase rejection to the point of "accidental" success. You'll be surprised.
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Kade Ross retweeted
everyone is asking us at @cxodev about calculating ROI on AI, here's what we're saying: 1. focus on engineering, it's 80%+ of your spend - if you're looking to improve cost efficiency its the big lever to move (so stop wasting time in other depts) 2 . model tests + evals are your friend. learn to run them for the most expensive parts of your business 3. spend time with your top spenders: they're either a) doing things your full team should do or b) an easy spot to save some $$$ 4. you're probably underspending relative to oppty all things considered 5. PR velocity is a good not great measure of eng ROI. you need to tie to actual product intiatives and use 6. if you're not sucking up session data + traces you can't really tell if your team is using AI on the right things 7. everyone is blowing through their 12 month budget in 4 months. you're not alone 8. aim for 2-10x improvements in ops efficiency. 30% is a rounding error. 9. time saved =/= ROI. what are you doing with that time? 10. you should be eliminating whole categories of human toil 11. nobody calculated the roi of email. some of this is simple work transformation 12. idk we still like tokenmaxxing 13. you will spike up and then it will be possible to pull down costs (but not output) - we see it all the time. intelligence is getting cheaper. 14. revenue per fully loaded employee is emerging as the north star guide. most leaders won't say that out loud to their teams. 15. spend capping your top users is dumb. they're the ones most likely to be highest impact if you really look. 16. sorry, but you just don't have that many fable-level problems. stop making it your defaut. what am i missing?
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Kade Ross retweeted
Happy Columbus Day!
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Kade Ross retweeted
One of my mentors is an under the radar billionaire who operates largely on handshake partnerships. He has a saying: “If we’re going back and looking at legal documents…we’re no longer partners.” It’s wisdom I didn’t appreciate at first, but boy has it proved accurate.
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Hey @bot. I'd like an email address for my Grok Bot, preferably [email protected]. Please set this up.
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Kade Ross retweeted
October, 1985: the boys of Hoosiers before their 1950s haircuts.
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Antawn Jamison says Dean Smith never promised him an NBA career or playing time, but did promise him he would get a degree and become a better man “I think the biggest thing is that Coach cared about the person. It wasn’t all about just what you can do for this basketball program, getting that ball into the basket. I remember the visit that we took, and he told my mom and dad, ‘I can’t promise you that your son is going to make it to the NBA or that he’s going to have this unbelievable career at Carolina.’” “‘I can tell you that he’s going to get an education, he’s going to graduate, and he’s going to become a better man than what he was before he came into my university.’ We were sitting there like, ‘I want to go to the NBA. I don’t want to hear about this becoming a better man stuff.’ But you had to experience it.” “I mean, the X’s and O’s part, of all the coaches that I was blessed to have been coached by.. We were losing against NC State. We were 0–2 in the conference, and we were down like eight or nine with maybe 35 seconds.” “This guy is cool, collected. ‘All right, we’re going to run this play. Vince, you’re going to hit this shot. We’re going to do this trap. We’re going to trap in the corner. Then we’re going to get the turnover, shoot the shot, get back up, and call a timeout.’ Everything he said in that huddle happened. And right then, you started believing in him.” “It ain’t just talk. It’s not like, ‘We hope this can happen.’ No. This can happen if you do this, this, this.”
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what Elon Musk has done to make my life better: - electric cars - satellite internet - saved free speech what Jeff Bezos has done to make my life better: - nationwide next-day delivery - architecture that powers the internet what Larry Page and Sergey Brin have done to make my life better: - made the internet searchable - online email and documents platform what Mark Zuckerberg has done to make my life better: - social media to keep me connected to friends - online ads platform what Larry Ellison has done to make my life better: - database software for my businesses - data centers for AI and cloud computing what Jensen Huang has done to make my life better - hardware that powers the AI revolution what Bernie Sanders has done to make my life better:
🤖 Made with AI
The arrogance of the oligarchs is extraordinary. THEY WANT IT ALL. In this election, Musk and other billionaires will spend huge amounts of money to make sure that Congress works for them — not working families. We can beat them. Educate. Organize. Get your friends to vote.
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Kade Ross retweeted
The restaurant ritual kills the experience: ask for the check, study the bill, wait to sign. Give them a card with the last order. Eat. Walk out.
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Kade Ross retweeted
Your reputation as a leader is built on your courage to say what others won't. Mediocre managers rationalize avoidance as "being nice." Leaders lean into discomfort. They're direct. Clear. Supportive. The difference isn't knowing what to say. It's being willing to say it.
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Replying to @jimgoetz
@jimgoetz — completely agree. @bgurley’s framing is powerful. After Challenger, Fukushima, Katrina, the 737 MAX crashes, Surfside and other catastrophes, we investigated relentlessly—not simply to assign blame, but to understand what happened, learn from it, and make the world safer. COVID demands at least that same standard. And North Carolina has a particular responsibility here. @UNC and @DukeU should be complete open books and help this investigation to the fullest extent possible. No hiding behind lawyers, institutional interests, carefully parsed definitions or procedural arguments. Society needs the scientific and academic community to lead in the search for answers—not impede it. As Gurley quotes: “We can easily forgive a child who is afraid of the dark; the real tragedy of life is when men are afraid of the light.” The urgency is actually greater today than it was in 2020. The convergence of AI, synthetic biology and increasingly powerful genome engineering is going to give scientists capabilities we could barely imagine a decade ago. Another pandemic is possible, and the consequences of biological research going awry—accidentally or deliberately—could become much greater. That is why understanding COVID’s origins matters so much. Not to relitigate the past, but to prepare for the future. We need to understand what happened, what we got right, what we got wrong, and what safeguards are warranted as AI and biology converge. Carolina in particular should lead here, not hide. Universities exist to pursue truth, especially when the truth is uncomfortable. This is a moment for academic leadership—and for stepping into the light.
Agreed. A timely reminder, and a spectacular call to action. @Joseph_DeSimone @UNC @DukeU
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😭😭😭 My hot take is that Elon is not nearly rich enough and the world would be a better place if he had 10X more capital to put at work.
A beautiful surprise
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Kade Ross retweeted
We probably need to all update our sense of what’s coming in terms of agentic workloads with the combination of agent swarms, better computer use, the next wave of APIs and MCPs coming online, and new form factors like Muse or Instinct, vertical enterprise agents, background workflow agents, and other products that are emerging right now. We’re going to throw agents at vastly more tasks in our professional and personal lives than we had initially imagined. The kind of information that agents will go out and find for us and do work for us in the background is going to be 100X more volume than what we can imagine previously prompting in a single session. You’re going to have agents go out and surgically recruit talent for you 24/7, look for every signal in your customer’s business for when to pitch them, process every single transcript and conversation for product insights, review every line of code written for security issues and bugs, brute force test your systems for issues, and 100s of other tasks. We’re probably 1% of the way into the shape of what all these agents look like, where they get deployed from, how they get managed, how we budget for them, and so on. But it’s inevitably going to happen at a scale that wouldn’t have been fathomable before.
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Kade Ross retweeted
Everything Matthew McConaughey does has insane aura exhibit #5,689: watching the US Open.
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I volunteer: I'd love to have a data center in my community so local electric bills and taxes fall. It'd be nice to be more like America's #1- and #2-richest counties, which are incidentally #1 and #2 for data centers, too!
Everyone who insists that data centers are so great and desirable and we should all want them, please include your ZIP Code. You should be the first people to welcome them into your backyard. Thanks.
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Kade Ross retweeted
Regret the tone of my post on data centers yesterday. What I should have said: There were reasonable concerns about data centers 18ish months ago: water, taxes, jobs, electricity prices, the environment and what they would do to small towns. Well-structured data center projects have largely addressed these concerns today and we should be celebrating this. On balance, data centers are awesome for America in every way. On water: U.S. data centers use a fraction of what golf courses use. A lot of the numbers from 18 months ago were off by over 1000x. Newer data centers use closed-loop systems or recycled water. Should be required by every town approving a data center project. On taxes: looking only at sales-tax exemptions, as Ronan Farrow did, is the wrong way to evaluate this. Data centers pay significant property taxes. Loudoun County, which is the wealthiest county in America, now collects on the order of $1 billion a year from data centers. In Quincy, WA, data centers are more than half the property-tax roll. Over time, property taxes can go to zero while government spending increases in these towns. On jobs: this has been unambiguously awesome for blue collar Americans. Demand for electricians, plumbers, welders, HVAC techs, and contractors has gone vertical, and it is not a one-time construction job. These buildings get upgraded and expanded over time. That is why the building trades are fighting for them, and why some unions are now treating opposition to data centers as a reason not to endorse politicians. On power: the original fear was that households would pay for the incremental electricity demand in the form of higher prices. That is why the ratepayer-protection deals and the new large-load tariffs exist. The right structure is: the data center brings or pays for new generation and signs a contract long enough that existing customers are protected. Where that is happening, utilities are cutting or freezing residential rates and saying so on the record. Where it is not, people are right to object. Electricity prices are going down *today* in a number of large states because of data centers. 
On the environment: data centers overwhelming use natural gas today, which is the cleanest power source outside of nuclear, solar and wind. And the companies that are building the data centers are committed to carbon neutrality such that an equivalent amount of solar will likely be built. Maybe more importantly, the data centers need batteries to function effectively and these batteries can also sell energy back into the grid (which recently prevented blackouts in Texas). Over time, data centers will run on solar plus batteries. On the towns: Poverty in Quincy, WA fell from 29% to 6%. Data center taxes paid for a new high school, a hospital, a library, police and fire stations. This is happening in many left for dead former mill and farm towns that had no other bidder for the land. Data centers are actually reindustrializing parts of America and creating the kind of working-class jobs both parties have spent decades claiming to support. That should not be a partisan issue. Data centers can and should be awesome for America and they increasingly, overwhelmingly are. Supporting the outsourcing of data centers to China will likely age just as well as support for the outsourcing of high quality, blue collar manufacturing jobs to China has aged. When the facts change, I change my mind. I hope that reasonable people who had good faith reasons to oppose data centers at least consider updating their beliefs given the change in the facts over the last 18 months. This really matters for America. I will say I also think the idea of making data centers beautiful is a good one that has yet to be implemented. Data centers should be just as beautiful as Grand Central Station. We can learn a lot from the railroad buildout. Neoclassical revival ftw. Might write up open-weight AI tomorrow as this is equally essential to America.
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That's it. That's the sign
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