KappaEpoch

I did not know that, for any random variable x, | mean(x) - median(x) | <= stdev(x) Direct proof:

Marc Andreessen: AI coding doesn’t eliminate programmers — it redefines them. The job is no longer typing code line by line, it’s orchestrating 10 coding bots in parallel, arguing with them, debugging their output, changing the spec, and pushing them toward the right result. But here’s the catch: if you don’t understand how to write code yourself, you can’t evaluate what the AI gives you. The next layer of programming isn’t writing scripts — it’s supervising AI that writes them. Today’s best programmers spend their day jumping between terminals, managing multiple coding bots, fixing mistakes, and refining instructions. The irony? You still need deep fundamentals, because without them, you won’t know when the AI is wrong. The job of the programmer has changed. Now it’s about arguing with coding bots, debugging AI-generated code, and understanding why something doesn’t work or isn’t fast enough. AI abstracts the work — but only people who truly understand code can tell if the abstraction is doing the right thing. Programmers aren’t going away — they’re becoming 10x, 100x, even 1,000x more productive. Tasks are changing, the job is changing, but humans are still overseeing the process, evaluating results, fixing errors, and making judgment calls. AI changes how we code, not who is responsible. The future programmer isn’t replaced by AI — they’re upgraded by it. You still need to learn how to write and understand code, because when the AI gets it wrong, humans are the ones who have to know why. That up-leveling of capability is the real revolution.

@FinlayColm Exponentially worse in the UK

Horse racing is now going to cost €81,594.87 (TRP/SIS + PA Data processing fee) per shop. €163,000 for two small shops in Kilbeggan and Ballivor! Then, for every bet I take to try and pay this outrageous fee, a 2% turnover tax on all bets (Football, GAA, Rugby) kicks in that goes to horse racing too. Hemmed in from all angles!

@ballsdotie That’s @andreacallxghan

This Ireland fan has gone viral around the world for his reaction to Ronaldo's red card. We're trying to contact him so we can give him the accolades he deserves - could anyone assist? 🤞

So far in 2025, the Irish State has spent over €2.5 million euros physically removing 318 people from the State, with one return flight to Pakistan alone costing €473,000: gript.ie/ireland-spent-…

@pmx_trade Seems like 0 liquidity/ fake

We are Solana’s prediction market. Owned by the traders, no VCs. pmxliquid.

Karl Starmer says he’s currently on the biggest ever trade mission to India. But that’s not strictly accurate is it. IYKYK

@CallumAbroad Why were they recording & why did they have zero reaction?

Nothing beats a Jet2 holiday. ☀️

Ok I call it it's now Feb 2007

An attempt to explain (current) ChatGPT versions. I still run into many, many people who don't know that: - o3 is the obvious best thing for important/hard things. It is a reasoning model that is much stronger than 4o and if you are using ChatGPT professionally and not using o3 you're ngmi. - 4o is different from o4. Yes I know lol. 4o is a good "daily driver" for many easy-medium questions. o4 is only available as mini for now, and is not as good as o3, and I'm not super sure why it's out right now. Example basic "router" in my own personal use: - Any simple query (e.g. "what foods are high in fiber"?) => 4o (about ~40% of my use) - Any hard/important enough query where I am willing to wait a bit (e.g. "help me understand this tax thing...") => o3 (about ~40% of my use) - I am vibe coding (e.g. "change this code so that...") => 4.1 (about ~10% of my use) - I want to deeply understand one topic - I want GPT to go off for 10 minutes, look at many, many links and summarize a topic for me. (e.g. "help me understand the rise and fall of Luminar"). => Deep Research (about ~10% of my use). Note that Deep Research is not a model version to be picked from the model picker (!!!), it is a toggle inside the Tools. Under the hood it is based on o3, but I believe is not fully equivalent of just asking o3 the same query, but I am not sure. All of this is only within the ChatGPT universe of models. In practice my use is more complicated because I like to bounce between all of ChatGPT, Claude, Gemini, Grok and Perplexity depending on the task and out of research interest.

>be you >work in HFT shaving nanoseconds off latency or extracting bps from models >have existential dread >see this tweet, wonder if your skills could be better used making AGI >apply to attend this party, meet the openai team >build AGI

Economics PhDs really choose to spend the best years of their life being paid almost nothing to work 90 hour weeks in a windowless basement and then assume people exhibit rational behavior

Your iq should fluctuate +-40 points daily if you do serious work. If you don't feel like a rtrd at least x3-4 times per week, you aren't pushing yourself hard enough.

@Stepnofficial 💩

Describe your last STEPN or STEPN GO session using only emojis! No words allowed 🙅

High school phenomenon: boys begin referring to each other by last name, an arbitrary few never lose this designation and 15 years hence are still exclusively called by their surname

Does anyone have access to these papers? #QuantTrading #quant

Has there been an update regarding regulation, guidance documents & orders within 30 days of release from the working group? whitehouse.gov/presidential-a… #Bitcoin #CryptoNews

master this, and your life changes forever,

few will understand