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graadient
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graadient
@graadient
🇪🇺 eu/acc stochastic parrot building @ZealWallet
Katılım Temmuz 2009
1.8K Takip Edilen1.9K Takipçiler

@graadient I see you're using advanced math to reach more users than exist. Bold strategy.
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Passkeys are good!
Spent the last few years using them in production. There are definitely footguns -- and they are not a panacea -- but if properly scoped and you understand the trade-offs, they can make for great UX for most people.
Georgios Konstantopoulos@gakonst
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Are you guys aware I am coding mostly on my phone now all day via Termius to Claude Code on my server while I go with gf to the dentist, clothing store, cafe, etc. 😛✌️

rootkid ✌️@rootkid
@levelsio "You" ➡️ IP your Internet provider assigns you; not your servers IPs. If you had a static IP I'd like to know why you prefer Tailscale over just adding e.g. your company IP to the firewalls SSH whitelist.
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We trained a tiny 4B model to reason for millions of tokens through IMO-level problems.
Heaps excited to share our new blog post covering the full pipeline, from distilling the 🐳 to augmenting RL with a reasoning cache that unlocks extreme inference-time scaling for theorem proving.
huggingface.co/spaces/lm-prov…

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@banteg @EthanLipnik wow... cutover really does do wonders. Codex is bringing out the scythe on the codebase
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This is the most annoying part of codex. Every prompt I have to say “do not worry about backwards compatibility”
camsoft2000@camsoft2000
If Codex tells me some code is provided as a fallback one more time I’m going to loose it. STOP preserving old patterns as a bloody fallback.
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@LyalinDotCom @Angaisb_ Not seeing great performance on hard math from new DeepThink. Advice on best practices working with it and lean?
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@aakashgupta Most insightful comment on the psychology of ai-assisted coding I’ve read
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This is a dopamine loop, and it’s one of the most powerful ones humans have ever encountered.
Every time you prompt an AI and get a useful result back in seconds, your brain gets a hit. Variable-ratio reinforcement, same mechanism as slot machines, except the reward is real: actual output, actual progress, actual leverage on your ideas.
Traditional work follows a delayed-reward structure. You write code for 6 hours, maybe it compiles, maybe you get feedback in a week. The gap between effort and reward is wide enough that motivation decays constantly.
AI compresses that loop to seconds. Effort → reward → effort → reward. Your prefrontal cortex stays engaged because the next payoff is always one prompt away. This is why people describe it as “fun” when they’re actually working 14-hour days. The subjective experience of effort disappears when reward frequency is high enough.
The “harder than ever” part is real too. When your bottleneck shifts from execution to imagination, you run out of excuses to stop. There’s no “waiting on the build” or “blocked by review.” Every idea you have can be tested immediately, which means your brain never gets a natural stopping point.
People who thrive on this are selecting for a specific neurotype: high novelty-seeking, high conscientiousness, tolerance for rapid context-switching. That’s maybe 10-15% of the population.
The other 85% will experience the same tools as overwhelming, not energizing. And that split is going to define the next decade of who captures value from AI and who gets displaced by it.
Nat Eliason@nateliason
Nearly every ambitious person I know who has dived into AI is working harder than ever, and longer hours than ever. Fascinating dynamic tbh. I have NEVER worked this hard, nor had this much fun with work.
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@Dominanski @YinYangTurbo @woke8yearold Feels like we’re close to the point where you can pick your favourite sci-fi novel and “just do it”
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@YinYangTurbo @woke8yearold I think I picked it up from science fiction and computer games, then reading kurzweil and others served as confirmation. Have a childhood friend who got it hey @graadient but almost everyone else was dismissive...
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