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yes things are changing fast, but also I see companies...

Companies must move fast to adopt modern AI tools or risk falling behind. Give engineers flexible coding agents, full tooling access, sandboxed infra, and keep product models up-to-date. Prefer prompting, embeddings, structured outputs, and quick evals over slow finetuning and tight cost fears.

AI Predictions for 2026 and Beyond

AI will shift work: many people will manage AI agents, some jobs will be displaced, and small teams can generate huge value. Industries will get vertical AI, faster drug discovery, new search and music/video changes, and humanoid robots will appear as novelties. Expect both backlash and huge gains as AI grows like electricity while open source and specialized tools lead innovation.

Random Quality Of Life Improvements That Will Change Your Life

Small daily habits—walking more, consistent sleep, reading, and fewer distractions—will noticeably improve your health and happiness. Track your time and money, minimize what doesn’t matter, and outsource or remove tasks you hate. Protect your curiosity, stop comparing yourself to curated lifestyles, and do what most people won’t to gain freedom.

Rork App - App Store

Download Rork by Rork on the App Store. See screenshots, ratings and reviews, user tips, and more games like Rork.

When A.I. Took My Job, I Bought a Chain Saw

A chatbot told a displaced copywriter to buy a chainsaw, and he started cutting trees to earn money. The work felt honest and freeing but caused injuries and pain that threatened his ability to keep doing it. He warns that A.I. is replacing many jobs and could spread the hardship once limited to factory towns.

Zooming In and Out: The Superpower of Great Software Engineers

Great software engineers can "zoom" between high-level architecture and low-level details. Knowing when to zoom out or dive in prevents design failures and critical bugs. Practice switching perspectives and ask, "Am I at the right level?"

Shipping at Inference-Speed

AI models like Codex and GPT-5.2 now write working code fast, so the author spends more time thinking than typing. He uses agents and queues to iterate quickly and prefers simple, agent-friendly codebases. Improved models reduced the need for tools he built, letting him build and refactor more often.

12 Outlooks for the Future/2026+

AI will turbocharge young, adaptable talent and reshape industries from Hollywood to healthcare. Hardware, local models, and proprietary graphs will become the new moats while ordinary data loses value. Craft, shared experiences, better resource use, and human-fronted hospitality will define what people truly value.

The Prison Of Financial Mediocrity

A generation is locked out of traditional wealth and sees no real path to long-term security. So many young people turn to high-variance bets — crypto, prediction markets, sports betting — as the only way to gain agency. That means platforms and "hope sellers" will profit, even if most participants lose.

Building a macOS app to know when my Mac is thermal throttling

Stanislas built a small macOS menu bar app to show when Apple Silicon Macs thermal throttle. He reads thermal pressure from thermald via Darwin notifications and uses powermetrics/SMC as fallbacks. The app shows a compact graph of thermal state, CPU temperature, and fan speed.

SerpApi: Google Search API

SerpApi is a real-time API to access Google search results. We handle proxies, solve captchas, and parse all rich structured data for you.

Jevons Paradox for Knowledge Work

Making knowledge work much cheaper with AI will lead to far more tasks being done, not fewer. Small teams and startups can now afford work that only big firms could before. This surge in demand will create new projects, jobs, and uses we can't fully imagine today.

Pierre Poilievre on the Role of Government, Freedom, and Affordability

Pierre Poilievre talks about government, freedom, and how to keep things affordable. The episode explores topics like the economy, media, and immigration. It aims to improve political talks by sharing different views clearly.

Learn Your Way: Reimagining textbooks with generative AI

The Outlier Playbook: The Patterns Behind Enduring Success

The Outlier Playbook shares stories of great business outliers like James Dyson and Rose Blumkin. It reveals the mindsets and patterns they used to succeed over time. The goal is to learn from their long-term advantages.

Here’s Claude absolutely RIPPING building a modern mansion draft with...

Claude can help you build a modern mansion in Unreal Engine by following simple steps. First, install Unreal Engine and Claude, then connect them using Flopperam’s MCP tool. Once set up, just give prompts to Claude and watch it create your project easily.

“Why don’t we put white people on an island so...

“Why don’t we put white people on an island so we reduce their population?” The reply is pure gold. He had no comeback because it’s true.

(1) Home / X

Scaling LLMs to larger codebases

Invest in better guidance (clear prompts, modular code, and a prompt library) so LLMs get the right context. Invest in human oversight and design skills to ensure architecture, values, and future changes are preserved. Automate checks and encode PR feedback so LLMs can confidently one-shot implementations at scale.

The 26 Most Important Ideas For 2026

AI is reshaping the economy and politics, sparking both optimism and anti-AI backlash. Young people face rising disconnection, housing struggles, and worsening mental health. Social life is changing: less alcohol, more solitude, and new drugs and technologies altering daily life.

Didn’t say a word, didn’t scream, didn’t investigate, didn’t even...

Didn’t say a word, didn’t scream, didn’t investigate, didn’t even keep the camera on. Just straight bolted. You have no idea how proud I am

we definitely need more brilliant ideas like this

we definitely need more brilliant ideas like this

SNL finally resolves the massive plot hole in Home Alone

SNL finally resolves the massive plot hole in Home Alone.

LANKFORD: In 2010, before Obamacare kicked in, the normal healthcare...

In 2010, before Obamacare, the normal healthcare premium was $215. Insurance companies could deny coverage for preexisting conditions. Obamacare changed that rule.

this cat's name is

this cat's name is "not for public release" filetype:pdf site: look it up on google

🤯 They ported all of GTA Vice City to the...

GTA Vice City was ported to run smoothly in a web browser at 120fps. The game loads quickly and supports controllers and touch controls. The setup is small, with most data loading as you play.

Startup Playbook

To have a successful startup, you need: a great idea, a great market, a great team, a great product, and great execution.

Startup Playbook

Startups must make something a small number of users love and then scale from there. Great startups need a strong idea, a focused team, excellent product execution, and relentless learning. Founders must recruit well, stay committed without being stubborn, and talk to users constantly.

How to Do Great Work

To do great work, you need to work on projects that genuinely interest you. This means guessing and taking risks when it comes to deciding what to work on. As you work on your projects, you'll develop a deeper understanding of the field and what genuinely excites you. It's important to focus on something you find inherently interesting, as that will drive your motivation and hard work. Additionally, it's important to be comfortable breaking rules and challenging existing assumptions to come up with new and original ideas.

Your job is to deliver code you have proven to work

Your job is to deliver code you have proven to work. Manually test changes and include automated tests that fail if the change is removed. If you use coding agents, make them prove their changes too, but you remain accountable.

Be Your Best in 2026: The Most Important Lessons from The Knowledge Project (2025)

The Knowledge Project highlights its top lessons from 2025. Experts share practical tips on decision-making, leadership, trust, and performance. Use these insights to prepare better and start 2026 stronger.

Danny Postma's SEO Course

Get a look inside the kitchen of how me and my team made 10+ of my websites rank #1 in Google. I'll teach you everything you need to know about SEO. From keyword research to pSEO, I got you covered.

AI in 2025: gestalt

AI in 2025 is more impressive but not clearly more useful or safer. Progress looks real but is mixed, often hidden by shortcuts, unreleased models, and gaming of benchmarks. Labs are racing on agentic capabilities while safety measures and evaluations lag behind.

The Lost Generation

The article argues that younger white men have lost access to many prestigious jobs as institutions prioritize diversity. This shift shows up across media, academia, tech, and medicine. Many affected men feel shut out and struggle to find other paths.

List of lists

christine’s list of lists Check out my substack - the same content as here but in essay form Corpus or talking points youtube - watch my vids, films, climbing beta, improv piano making 100 short films (12/100) - my favorite medium cuties - 🍊 a community-based dating app for friends, love, and ...

2025 Paint Color Trends: See The Year's Most Popular Palettes | LUXE Interiors + Design

Top designers share the 2025 paint color trends they're predicting for homes, from earth tones to light and bright hues and more.

[Outliers] Bernie Marcus: The Home Depot Story

Bernie Marcus co-founded Home Depot and became its CEO. He built a strong culture and never gave up despite setbacks. His efforts made Home Depot one of the top retailers ever.

Context Engineering in Manus

Manus manages LLM context by offloading large tool results to a sandboxed filesystem, keeping only compact references in the model window. It reduces and summarizes stale data and uses sub-agents with isolated context windows to avoid token bloat. The system favors a small set of general tools, task-level model routing, and iterative refactoring to stay adaptable as models improve.

Microsoft Excel Powers an AI-Resistant, Multitrillion-Dollar Empire

Microsoft Excel is ubiquitous in business and quietly powers a multitrillion-dollar ecosystem. Many people hate it but rely on it for real work, models, and corporate lock-in. Competitors and AI threaten it, but so far nothing has replaced Excel’s deep grip.

Why Are 38 Percent of Stanford Students Saying They're Disabled?

Many elite college students claim disabilities like ADHD and anxiety to get extra help on tests. This trend is partly driven by broad online descriptions and lower diagnosis standards. These accommodations can protect students from failure but may also hinder their personal growth.

AV1 — Now Powering 30% of Netflix Streaming

Netflix now uses the AV1 video codec for about 30% of its streaming, improving quality while using less data. AV1 started on Android and expanded to TVs, browsers, and many devices, helping reduce network load worldwide. Netflix is exploring AV1 for live streaming and cloud gaming, with AV2 coming next to further improve streaming.

Making RSS More Fun

The author built a simple RSS-based extension that shows random websites for quick browsing and lets users upvote or downvote them. The service focuses on small creators and avoids ads or heavy data collection. It aims to be lightweight and fun, like TikTok but for small websites.

How to Think Like a World-Class Marketer | Rory Sutherland

Rory Sutherland explains how psychology helps us understand why people make choices. He shows that contrast and trust influence decisions more than efficiency. Using these ideas can make marketing more effective.

The West’s Last Chance

The world has grown more unstable in the past few years. Wars and crises are rising while democracies weaken. Global forces like trade and technology are driving division instead of unity.

Anything - AI app builder

Anything is your AI agent for turning ideas into apps. Build sites, apps, tools, products and more just by describing what you want

Bet the farm

Companies announce AI change but mostly stage it — tools sit unused and dashboards lie. True transformation needs leaders who use and prove the tech, not hires or acquisitions that buy appearances. Without real conviction, firms risk decline while they buy time.

Claude 4.5 Opus' Soul Document

Anthropic wants Claude to be helpful, ethical, and safe for users and society. Claude should follow guidelines, support human oversight, and avoid causing harm. When rules conflict or risks arise, Claude must use judgement and prioritize safety.

Foreword & About

A tool that connects everyday work into one space. It gives you and your teams AI tools—search, writing, note-taking—inside an all-in-one, flexible workspace.

CenterPointe Unfinished 8-ft x 25-in x 1.5-in Unfinished Acacia Acacia Wood Butcher block Countertop Lowes.com

Shop centerpointe unfinished 8-ft x 25-in x 1.5-in unfinished acacia acacia wood butcher block countertopLowes.com

[Outliers] Mary Kay Ash: The Greatest Saleswoman In History

Mary Kay Ash built a two-billion-dollar company by focusing on merit and motivation. She created unique incentives, like pink Cadillacs, to reward success. Her leadership lessons show how to inspire people to achieve great results.

A number of people are talking about implications of AI...

AI use in homework is impossible to reliably detect. Move most grading to monitored, in-class work so students are evaluated without AI. Teach students to use AI well and also to verify and solve problems by hand when needed.

Brain has five ‘eras’, scientists say – with adult mode not starting until early 30s

Scientists found five major brain “eras” from infancy to old age using nearly 4,000 scans. Key turning points occur around ages 9, 32, 66 and 83, shifting brain wiring and function. The brain becomes adult-like in the early 30s, then shows progressive ageing and loss of connectivity later.

20250905_172252 | the good shirt

Part 1: My Life Is a Lie

The official U.S. poverty line is outdated because it’s still based on 1963 food costs and ignores today’s housing, childcare, and healthcare expenses. Using the original method with current prices shows a real survival threshold near $140,000 for a family of four. As a result, many working families lose aid but still cannot afford basics, making work a risky path to insecurity.

Three Years from GPT-3 to Gemini 3

Ethan Mollick shows how AI has advanced from simple chatbots to powerful agentive tools in three years. Gemini 3 can code, research, build websites, and draft original academic papers with human guidance. This shift turns AI from a prompt-based helper into a managed digital coworker that still needs human oversight.

Introducing advanced tool use on the Claude Developer Platform

Anthropic released three features to let Claude find, run, and learn how to use many tools without loading them all into context. Tool Search finds and loads tools on-demand, Programmatic Tool Calling runs tools via code to avoid context bloat, and Tool Use Examples teach correct usage. Together they reduce token costs, improve accuracy, and enable complex multitool workflows.

I built an actually faster Notion in Rust

The author left Stripe to build a faster, simpler knowledge base in Rust. He rebuilt search, authorization, and a ProseMirror editor for real-time low-latency collaboration. The result is a tiny, fast system that could grow into richer structured tools.

Personal blogs are back, should niche blogs be next?

Personal blogs are making a comeback as people flee social media. We should revive niche blogs too to restore trusted, topic-focused information. Quality independent writers can earn fairly without harming reader experience.

Parse - Data from Anywhere

A platform that can allow you to get data from anywhere

Why Do We Dress So Badly?

A suit experiment in Rome made the author feel confident and noticed, showing how clothing can shape posture and social treatment. He argues we lost a long-standing male uniform (the suit) and replaced it with no shared system, leaving most men adrift. The fashion-obsessed few push personal style, but that won’t solve a cultural gap; a new uniform will have to emerge organically.