Notas
Índice cronológico de todas as notas do Scholion.
5359 notas · última:
The State of AI: Global Survey 2025
McKinsey reports that AI use is broadening, but most organizations are still in pilots. The strongest results come from firms that redesign workflows, pursue growth and innovation, and scale AI agents.
Manifesto for Deadline Driven Development
The text contrasts deadline-driven habits with Agile technical practices, arguing that tests, clean code, refactoring, CI, and ATDD are what make incremental delivery and fast feedback possible.
Hallucinations are NOT bugs
The post argues that LLM hallucinations are built into how these models work, with measurable error rates even on factual prompts, because generalization and precision are in tension.
Is anarchy compatible with modern society?
The post argues that anarchy already scales in wide, decentralized forms, and that its real limits come from capitalism’s global reach, not from Dunbar’s number or human size alone.
How could anarchy prevent bad people from taking control?
The piece argues that anarchy would reduce the conditions that produce violent, power-hungry people, while weakening the systems that lift them into power. It also rejects common arguments about commons, prisoners’ dilemmas, and free riders.
May all roads lead to solarpunk - by Peter Clayborne
Peter Clayborne argues that anarchy means removing control, not managing it better. He contrasts social revolution with reform, rejects top-down safety, and frames a freer world as already within reach.
Will you explain anarchism to me?
Elle Griffin describes a yearlong exchange with Peter about anarchism, focusing on whether power-hungry people can seize control, how freedom might be defended, and why the discussion became a planned letter series.
To change everything, start anywhere
Peter Clayborne lists anarchist references and argues that anarchism rejects one universal solution in favor of dismantling coercive power so people can choose their own ways of living.
How would anarchist societies protect themselves?
The writer questions anarchist claims about police, war, work, and schooling, arguing that stateless societies have often been violent and that some form of protection still seems necessary against criminals, conquerors, and outside powers.
Paths to Peace
The letter argues that peace does not require police, prisons, or courts. It points to Rotuman, Zapotec, Semai, and Norwegian examples to show how nonviolent childrearing, mediation, and social norms shape conflict resolution.
What is the goal of anarchism? - by Elle Griffin
Elle Griffin argues that small groups can self-govern, but larger societies still need organization, conflict management, and protection from outside threats, so anarchy would likely recreate states or be absorbed by them.
The hope of anarchy
Peter Clayborne argues that anarchy is a practical hope for richer social relations, less coercion, and forms of life that can scale beyond state and border logics.
How to Improve Your Programming Skills by Building Games
The article argues that building games teaches programming through systems thinking, event-driven code, performance, debugging, input handling, design, and creative problem solving.
Job hunting's newest rules — and whether they actually work
Career experts from LinkedIn and Indeed assess common job-search tactics, saying early applications and keyword matching can help, while direct-website submissions and morning timing are less certain.
The Startup Winter Is Always Coming
The article argues that startup booms always give way to downturns, so founders should expect cycles, keep cash discipline, build real customer value, and prepare while capital is still cheap.
The Great Decoupling of Labor and Capital
The piece argues that big tech revenue growth has been increasingly detached from headcount growth, and that AI may speed up a broader economy where large firms scale with fewer workers while smaller actors gain room to grow.
MIT Report: 95% of Generative AI Pilots Fail to Deliver
A MIT report says most generative AI pilots miss expected results because of weak enterprise integration, misaligned budgets, and a learning gap between tools and organizations.
Introdução ao Pensamento Filosófico - Karl Jaspers
O texto resume o livro de Jaspers como uma introdução clara à filosofia, da Grécia Antiga à contemporaneidade, passando por filosofia medieval, moderna e correntes atuais.
Why Foundation Models in Pathology Are Failing (and What Comes Next)
The article argues that pathology foundation models fail because scaling, self-supervision, and general-purpose architectures do not fit tissue morphology, institutional variation, or clinical validation needs.
Notes on switching to Helix from Vim
After three months with Helix, the author says built-in language servers, search, and simple configuration made the switch easier than expected, despite Markdown and reflow annoyances.
Programmers, Don't Use Windows!
The post argues that macOS fits programming better because it inherits Unix abstractions, POSIX tools, pipelines, and shell workflows, while Windows grew from different assumptions and stays more GUI-centered.
Lighthouse - The feed reader for finding actionable content
The article maps the feed-reader landscape by deployment and business model, explains where each type stores data and fetches feeds, and shows when hosted, self-hosted, on-device, or browser-extension readers fit best.
The price of mandatory code reviews
The post argues that code reviews slow teams down but reduce bugs, and that the best teams balance speed, review quality, and fast turnaround instead of reviewing every PR the same way.
On-Policy Distillation
The post argues that on-policy distillation combines on-policy sampling with dense teacher scoring, improving reasoning, personalization, and continual learning while using less compute than RL.
7 Simple Tips to Improve Daily Focus
The page lists seven ways to improve daily focus: keep mornings low in dopamine, meditate, write things down, exercise, reduce apps and social media, use Berocca, and avoid substances.
How AI job cuts could come back to haunt Trump
The piece says AI-linked layoffs could hurt workers and political standing if unemployment rises, while some executives argue firms are using AI as a convenient justification for cuts and others see AI helping small startups do more with fewer staff.
Teoria de sistemas? O que é e qual a importância disso?
O texto apresenta a teoria de sistemas como estudo de relações entre partes e totalidades, ligando emergência, cibernética, semiótica e a crítica ao mecanicismo cartesiano.
Migrating from Hugo to Astro
The author migrates a long-running blog from Hugo to Astro, porting templates, pages, feeds, metadata, and posts while noting that most complexity comes from accumulated site-specific logic.
When Passion Becomes Commodity
The article argues that tech work turned passion, curiosity, and maker culture into measurable labor, while therapy and community-centered making offer a way back to creativity and shared purpose.
How I Built a Curated, Automated Open Source Portfolio
The author describes building an automated open source portfolio because manual tracking became stale. The system uses a Node.js script and GitHub Actions to collect only selected contributions under strict filters.
Local LLMs: Running Ollama and Open WebUI in Docker on Ubuntu
The post explains how to run Ollama as a local service on Ubuntu and Open WebUI in Docker, including Ollama host binding, model pulling, and container setup.
Why I Built Things-Kit: A Spring Boot Alternative for Go
The author explains how repetitive Go microservice setup led to Things-Kit, a modular framework on Uber Fx that packages configuration, logging, HTTP, database, cache, and lifecycle handling.
Install and Configure Vim in Windows
A guide to setting up Vim on Windows for Python work, covering PowerShell, Python, Git, ripgrep, Lua, Node, plugins, LSP, snippets, debugging, fuzzy finding, and gVim tweaks.
Knowledge creates technical debt
Technical debt can arise when new knowledge makes an older code path look inferior. The post frames fixing it as using that knowledge well, not just paying off a liability.
Mastering the C# Dispose Pattern
The guide explains how .NET manages reference types with the GC, why unmanaged resources need manual cleanup, and how to apply simple, full, inherited, and async dispose patterns correctly.
Quando uma superpotência cai, a percepção social da realidade se dissolve
O texto liga o sucesso de Fomenko ao colapso soviético e mostra como crise material, perda de identidade e enfraquecimento de autoridades compartilhadas abrem espaço para teorias conspiratórias e nostalgias reacionárias.
Black Phone 2 (2025)
Terror sobrenatural de Scott Derrickson (2025), sequência de The Black Phone (2021): irmãos Finney e Gwen enfrentam novas manifestações em um acampamento de inverno.
Superpowers: How I'm using coding agents in October 2025
The post describes Superpowers, a Claude Code plugin system built from skills, subagent workflows, TDD, worktrees, and pressure-tested instructions that teach agents to search and use skills.
The End of the Road to Serfdom
Doctorow argues that postwar mobility was an exception created by war, welfare, and labor power, and that neoliberalism, free trade, and debt restored elite control while hollowing out workers’ gains.
Lista de expressões idiomáticas de origem histórica ou mitológica
A página reúne expressões idiomáticas ligadas à mitologia, à religião e à história, com o sentido figurado de cada uma e a narrativa de origem associada.