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News
What Do We Even Mean by AI?
1+ day, 14+ hour ago (1112+ words) I read Dario Amodei's post about slowing down the AI frontier, and Sam Altman's reply saying OpenAI's been having the same internal conversation. The safety angle is real, but what actually stuck with me was a dumber question underneath it:…...
The AI Agent Revolution Is Not About Automation. It’s About Authority
1+ day, 17+ hour ago (1276+ words) The next generation of AI will not simply answer questions. It will make decisions, use tools,... Tagged with productivity, studytips, spacedrepetition, ai....
Standing orders: who decides when the decision-maker is off the grid
1+ day, 19+ hour ago (715+ words) Standing orders are pre-authorized decisions, in writing, with limits: what the on-call may do ALONE while the decision-maker is unreachable. Without them, every small team eventually pays for the same gap - the incident that needed one decision at 3 a.m., the person…...
Aletheia: What If AI Stopped Trying to Be Your Answer?
1+ day, 21+ hour ago (1160+ words) We taught them to summarize knowledge, generate code, write essays, recommend products, imitate experts, and answer questions in milliseconds. But there is a deeper problem we have barely touched: What if the human asking the question does not understand the…...
Your data, your rules. But how do you explain local-first?
3+ day, 17+ hour ago (19+ words) For us, another challenge is adoption. Working with personal data takes time, and the value becomes... Tagged with showdev....
Language Models and Languages: Why "Multilingual" Is an Illusion of Equality
3+ day, 17+ hour ago (653+ words) When people see ChatGPT or Claude answer fluently in Swahili or Thai, the natural impression is that the model "knows" all languages equally well. It doesn't — and the gap isn't cosmetic. It runs straight through the architecture of how these…...
AI: Find your way
3+ day, 17+ hour ago (457+ words) Software engineering has entered a new phase — and it’s no exaggeration to say the community is on fire. The rise of LLMs has dramatically increased productivity and unlocked possibilities that, until recently, felt out of reach. The emergence of highly…...
The Policy Was Right. The Data Wasn’t.
4+ day, 2+ hour ago (473+ words) Security infrastructure looks clean in architecture diagrams. Production is messier. Stale data, delayed events, service failures, and emergency exceptions all affect real access decisions. This is Part 1 of Security Infrastructure in Practice, a series about what happens when security design…...
When Scale Beats Cleverness
4+ day, 14+ hour ago (544+ words) I read Rich Sutton’s The Bitter Lesson the other night, and one idea kept bothering me in a good way. It made me think about a LeetCode problem I’ve probably solved fifty times: two numbers in an array that add…...
Competitor pricing data is only useful if you model its failure modes
5+ day, 22+ hour ago (653+ words) You build a quick scraper to watch competitor prices. It works for a week. Then a retailer changes its HTML, another starts showing member-only discounts, and your dashboard confidently says a $49 product is now $0. Bad pricing data is worse than…...