Memes & Discourse — X-Research Methodbook

Canonical 9

Vibe Coding Building software with AI by trusting vibes rather than reading or understanding the code. "You fully give in to the vi… → December [2025] Was the Moment The consensus narrative that December 2025 was the specific inflection point where coding agents went from 'basically d… → Stop Hiring Humans SF billboard campaign: 'STOP HIRRING [sic] HUMANS' (intentional typo for screenshot bait) and 'Artisans Won't Complain … → March for Billionaires Earnest (not satirical) SF protest march against California's proposed Billionaire Tax Act. ~36 attendees. Journalists … → Anthropic Super Bowl Ads ('Deception,' 'Betrayal') Anthropic ran Super Bowl ads with single-word headlines: 'Deception,' 'Betrayal,' 'Treachery,' 'Violation.' Tagline: 'A… → Altman and Amodei Refuse to Hold Hands At Modi's India AI Summit, Sam Altman and Dario Amodei stood side by side. Modi attempted a unity photo-op; both refuse… → OpenClaw (247K Stars, Peter Steinberger) Open-source agentic AI assistant serving as an interface to LLMs through messaging apps. Developed by Austrian vibe cod… → Q1 2026: Venture Capital Records Broken Q1 2026 broke all venture funding records: - AI startups raised $221 billion in Q1 2026 - Global venture: $300B for the… → "Machines of Loving Grace" (Dario Amodei Essay) Long-form essay by Dario Amodei arguing for the potential extraordinary positive impact of AI. Title from Richard Braut… →

Peaking 1

One-Person Unicorn A single person building a $1B company using AI tools. Altman suggested this would become possible within years. Became… →

Active 29

Context Engineering The preferred successor to 'prompt engineering.' Frames the core skill as providing all the context for a task to be pl… → Agentic Engineering Karpathy's proposed successor to 'vibe coding.' AI agents that autonomously plan, write, test, and iterate — but under … → AI Slop Low-quality AI-generated content. Specifically: content that is technically produced but devoid of genuine insight, ori… → The IDE Is Dead Distinction: 'Cursor is dead' (disputed, likely false) vs. 'The IDE is dead' (arguably true). The claim is that the era… → SaaS Is Dead Garry Tan's prediction that vibe coding would 'compete away' bundled SaaS companies like Zoho — non-technical operators… → "OpenAI Killed My Startup" Running joke / meme when OpenAI ships a feature that directly eliminates an AI wrapper startup. Format: 'OpenAI: [ships… → Boring AI Counter-narrative to AI hype: the real frontier has moved from public demos to private research loops and workflow auto… → #QuitGPT Mass boycott of ChatGPT after OpenAI signed a deal to deploy on Pentagon classified networks. quitgpt.org launched with… → Anthropic's Mythos (Withheld Model) Anthropic built its most powerful model — codenamed Mythos — then declined to release it publicly. The reason: autonomo… → Claude Capacity Crunch / Opus Outages Multiple Opus 4.6 outages and session limit tightenings in March–April 2026. Caused partly by mass migration from ChatG… → autoresearch (Karpathy's Overnight Research Agent) An open-source AI agent that autonomously runs ML research experiments on a single GPU overnight. Key mechanic: `progra… → Paperclip (Zero-Human Company Platform) Open-source platform for running a company with AI agents filling roles as CEO, marketer, designer, etc. The name is a … → Polsia ($4.5M ARR, 1 Employee) Polsia launched in February 2026: AI agents run every company function (plan, code, market) 24/7. Solo founder Ben Broc… → ARC-AGI-3: Frontier Models Score 0.3% ARC-AGI-3 is the third version of Chollet's general reasoning benchmark. Launch event: fireside with Sam Altman at YC H… → AI Roundtripping The concern that AI companies are inflating revenue by selling AI to each other. Pattern: OpenAI sells compute to Anthr… → YC W26: 'Strongest Batch in History' YC Winter 2026 Demo Day: 196 companies, ~60% AI companies. 3X more companies at $1M ARR vs. W25 batch. 14% average week… → MCP: 97M Installs, Donated to Linux Foundation Model Context Protocol (MCP) — Anthropic's open standard for connecting AI agents to data sources. Hit 97M installs on … → Investor Loyalty Is Dead 12+ investors in OpenAI also backed Anthropic's $30B February 2026 round. Firms that historically backed one AI lab exc… → GPT-5.4 (Three Variants, Computer Use) OpenAI's current flagship model (as of April 2026). Three variants: Standard ($2.50/$15 per M tokens), Thinking, Pro ($… → Replit: $9B Valuation (Tripled in 6 Months) Replit raised $400M Series D at $9B valuation in March 2026 — tripling from $3B in 6 months. Projects $1B revenue by en… → 1M Token Context Window Race In Q1 2026, 1M token context windows became standard across frontier models. Claude Sonnet 4.6: 1M tokens in beta (Febr… → OpenAI IPO Signals (Late 2026) OpenAI reached $25B+ annualized revenue by early 2026. Multiple reports indicate late 2026 IPO preparations. $122B tota… → "Your AI Slop Bores Me" Boy-on-Pepsi-throne image with 'your AI slop bores me' caption. 4,300+ reactions. Became a go-to comment-section shutdo… → SF Group Chat The informal social infrastructure of the SF tech scene: a web of private group chats (Telegram, iMessage, Discord) tha… → Friedberg for Governor All-In co-hosts floated David Friedberg as a potential California governor candidate. Started as a joke, then the 'best… → The OpenAI-Anthropic Rivalry (2026 Chapter) The rivalry between OpenAI and Anthropic escalated from competitive to openly adversarial in 2026: - Super Bowl ad war … → Cursor: $30B Valuation (AI Coding Tool) Cursor (Anysphere) reached ~$30B valuation by early 2026 with $300M ARR. The single most-cited evidence that AI coding … → Q1 2026: Densest Model Release Window in AI History Q1 2026 saw unprecedented model release velocity: - Claude Opus 4.6 (Feb 5), Claude Sonnet 4.6 (Feb 17) - GPT-5.4 (Mar … → AI Cold War (US vs. China) The framing of AI development as a geopolitical competition between the US and China. Key signals: Chinese restrictions… →

Emerging 5

Symphony (Spec-First Agent Development) OpenAI Symphony is an open-source Elixir/BEAM-based framework that turns project work into isolated, autonomous agent i… → Vibe CEO A founder or CEO who sets strategic direction but delegates all operational execution to AI agents. The 'vibe' is the s… → Zero-Human Company A company where all roles are filled by AI agents — no human employees beyond the founder. Distinct from 'one-person co… → Harness Engineering Building machine-legible codebases and instruction files so that AI agents can operate autonomously. The 'harness' is t… → program.md (Agent Research Instruction File) A document specifying a complete research methodology that an AI agent executes indefinitely. Part of Karpathy's autore… →

Fading 1

February 2020 Moment Comparison frame: this AI moment is like February 2020 — just before COVID hit mainstream consciousness, when those pay… →

Memes & Discourse References