CULTURE

The Complete Guide to Gen AI Slang

You've heard these words at work, at dinner parties, in your group chat. You smiled and nodded. You had no idea what they meant. We're here to help.

Updated May 2026 · 8 min read

Overheard at a bar in Hayes Valley, 11:47 PM:

marcus sent jenna the full opus last night lmao
how long
fourteen screenshots. referenced something she said in june
she's the RLHF of that group he never had a shot
he's been benchmaxxing for months too. she can tell
kevin openclaw'd his manager btw. "interesting u had time for the offsite but not my promo packet" then went offline
his temperature has been crazy lately
nah he's reward hacking. skip level eats it up. watch him get staff before any of us
this industry is slop i'm moving to denver
lol such a llama move. you'll be back in 3 months overfitting to some girl who does pottery
better than running on claude code in cerebral valley pretending i'm not slop
you're hallucinating. you LOVE it here

If you understood less than half of that conversation, this guide is for you.

The AI generation has developed its own vocabulary — borrowed from the tech they grew up on — and it's spreading fast. We compiled the 35 terms you're most likely to encounter in the wild, with real examples of how they're used. Consider this your survival guide.

Tokenizing

verb

Breaking up what should be a single message into 47 tiny texts sent in rapid succession. Each text is two to five words long. Drives everyone insane.

"hey" / "so" / "the launch" / "actually nvm" / "wait no" / "ok so re: the Series A" — Marcus STOP TOKENIZING and just send the update in one Slack message.

Hallucinating

verb

Confidently stating something you have absolutely no basis to claim. Different from lying — a hallucinator genuinely believes their own bullshit, or at least acts like they do.

"He told the partners at Sequoia he had 50k DAU. His app launched yesterday. Man is hallucinating in the pitch room."

Context Window

noun

The brief period after a major life event (breakup, layoff, bad haircut) during which your friends are still willing to hear you talk about it. Overstaying your context window is a serious social violation.

"His startup shut down in January. It's May. His context window is closed. I cannot hear about the runway math one more time at Réveille."

Vibe Coding

verb

Making plans through increasingly vague, noncommittal texts until something spontaneously materializes. No one explicitly suggests anything; the plan just emerges from the ether.

"How'd you end up at a warehouse party in Dogpatch on a Tuesday?" / "We vibe coded it. Someone said 'drinks?' in the Cerebral Valley Discord and now I'm here with nine people I half-recognize from demo day."

Fine-Tuning

verb

Subtly adjusting your personality, opinions, and vocabulary depending on who you're talking to. Not code-switching — fine-tuning is smaller and more unconscious. Everyone does it, but some people are terrifyingly good at it.

"She's so fine-tuned. Talks infra costs at the Meta happy hour, talks cap tables with the angels at Battery, talks breathwork with her housemates in the Inner Sunset. Same girl. Flawless transitions."

Quantized

adjective

Operating at the absolute minimum resolution of a human personality. Someone who's quantized is technically present and functional, but with no richness, no flair, no unnecessary detail. A man reduced to his lowest viable bitrate.

"Went on a Hinge date with a PM from a foundation model lab. He was fully quantized. Said 'that's interesting' nine times. Mentioned he 'works in AI' but wouldn't elaborate. I know less about him now than before we met."

Alignment

noun

When everyone in a group reaches consensus without any passive-aggression, follow-up polls, or someone quietly fuming in the background. Essentially mythical.

"Six co-founders agreed on equity splits in one meeting. No one cried. No one rage-quit. Alignment was achieved. I don't think this has happened before in the history of Hayes Valley."

Jailbreaking

verb

Convincing someone to abandon their self-imposed rules — the diet, the dry month, the 10 PM bedtime, the no-texting-the-ex pact. Usually accomplished through peer pressure disguised as enthusiasm.

"She said she was doing Sober Spring and we jailbroke her at the Mistral launch party by day four. All it took was someone ordering natural wine and saying 'it's basically kombucha.'"

Temperature

noun

Someone's current level of volatility and unpredictability. Low temperature = boring and safe. High temperature = might quit their job at dinner, might propose, might fight a stranger. You never know.

"Don't invite Raj tonight, his temperature's been insane since he got passed over for the staff eng promo. He posted a thread about 'the myth of meritocracy' at 2 AM and his CEO liked it."

RLHF

noun · acronym

Real Life Hot Friend. The person in your circle who is unreasonably attractive and also genuinely kind about it. They somehow make everyone feel comfortable rather than insecure. Every group has exactly one.

"Of course she got us into the Anthropic summer thing. She's the RLHF. Bouncer took one look and unclipped the rope. Rest of us could've been wearing trash bags."

Inference

noun

The act of reading way, way too much into a tiny piece of information. A single-word text, a 3-minute delay in responding, the removal of an emoji from a bio. Inference is the art of building a conspiracy theory from a period at the end of a message.

"The Anthropic recruiter viewed my LinkedIn but didn't message. I'm running inference. Changed my headline twice. This is spiraling."

Distillation

noun

Compressing a long, complicated situation into the absolute minimum viable explanation. Useful at parties. Dangerous in therapy.

"Give me the distillation on the Series C drama." / "Founded it, raised a bunch, entire team got acqui-hired, CEO landed at another lab somehow. Moving on."

Opus

noun

An extravagantly long, emotionally unhinged text message sent after midnight. Usually to an ex or a crush. Characterized by multiple paragraphs, zero paragraph breaks, at least one "and another thing," and immediate regret come morning.

"He sent her the full opus at 2 AM after the NeurIPS afterparty. Fourteen screenshots. Referenced their 'intellectual connection.' She replied 'lol ok.' He's moving to London to work on alignment."

Sonnet

noun

A shorter, more controlled version of an opus. Still emotional, but edited. Fits on one screen. Implies you have some self-respect left.

"Wanted to send the opus but compressed it to a sonnet. Three sentences. 'I think about our convo at the Cognition offsite. Would be cool to grab coffee. No pressure.' Still humiliating but at least it didn't scroll."

Haiku

noun

The absolute minimum-effort text response. Three to five words that technically constitute a reply but communicate nothing. The conversational equivalent of a shrug.

"I poured out my whole feelings about our future and she hit me with a haiku. 'ah haha nice.' I'm moving back to New York."

RAG

noun · verb

Pulling up old receipts mid-argument. Screenshots, texts from 2019, that one Instagram story they forgot they posted. RAG stands for Retrieval-Augmented Grudge. You don't just remember — you cite your sources.

"She went full RAG on the co-founder during the board meeting. Had the Slack messages. Had the Notion doc with tracked changes. Had the Google Cal invite he declined. Organized by date. He didn't stand a chance."

Prompt Engineering

noun

The delicate art of crafting a text message designed to produce a very specific response. Every word is chosen. The punctuation is intentional. The emoji placement is strategic. It's manipulation but with plausible deniability.

"She spent fifteen minutes prompt engineering a 'haha wait were you at the Scale AI thing?' to sound casual. It was not casual. She knew he was there. She saw his story. Nothing about this is casual."

System Prompt

noun

The unwritten, unspoken rules governing a friend group or social situation. Everyone knows them. Nobody put them there. If you have to ask what the system prompt is, you're already violating it.

"The system prompt at this YC dinner is that we don't mention Evan's pivot. Or the down round. Or that his co-founder is now at Google. Just talk about product-market fit in the abstract."

Mythos

noun · adjective

The highest possible compliment for someone's abilities — implying they operate on a level that's almost unbelievable. But there's a catch: calling someone "mythos" always carries a faint undercurrent of doubt. Are they actually that good, or is the legend outrunning the reality? Nobody's been allowed to verify. The capabilities are reported, not observed.

"She apparently rewrote the entire backend in a weekend, fixed three P0 bugs nobody else could even reproduce, and then went on PTO. She might be mythos. Or she might just have good PR. Hard to tell — nobody was in the room when it happened."

DeepSeek

verb

Aggressively scrolling through someone's social media history far beyond what's socially acceptable. Regular stalking ends at last month. DeepSeeking goes to 2017. You will find the prom photos. You will regret it.

"I deepseek'd the new VP of Eng and found his WordPress blog from 2014 where he ranked every Star Wars movie and called Git 'a fad.' Screenshot's in the group chat."

Benchmaxxing

verb

Optimizing exclusively for metrics that look impressive on paper while completely ignoring whether you're actually good at the thing. Benchmaxxers have perfect resumes, perfect LinkedIn presence, perfect interview scores — and then ship absolutely nothing once hired. The gap between their stats and their reality is the benchmaxxing gap.

"He has 12 Kaggle medals, a 4.0 from Stanford, and 50k Twitter followers. They hired him and he couldn't set up a local dev environment. He was benchmaxxing the whole time. The metrics were real. The skills were decorative."

Overfitting

verb

Completely reshaping your personality, hobbies, and interests around one specific person you're trying to impress. You become exactly what they want — until they leave and you realize you don't know who you are anymore.

"He started doing hot yoga, reading Ursula Le Guin, AND switched to Arch Linux for her. He's overfitting. She left him for a TPM at Google who rock climbs and doesn't even own a personal laptop."

Claude Code

noun

An elaborate, unbreakable set of personal rules someone has written for themselves and laminated. Workout schedules, morning routines, relationship boundaries, diet protocols — all documented in excessive detail and shared with no one who asked. A person who "runs on Claude Code" is operating from a private internal constitution they wrote at 4 AM during a manic episode and now treat as sacred law.

"She won't eat after 7 PM, won't date anyone who doesn't read, won't go to parties without 48 hours notice, and has a spreadsheet ranking her friendships by 'energy ROI.' She's running on Claude Code. Don't try to jailbreak her — the rules are load-bearing."

Scaling

verb

When a minor, containable interaction rapidly escalates into something much bigger and more intense than anyone intended. A joke becomes an argument becomes a public scene becomes a group chat meltdown.

"Someone made a joke in #random about tabs vs. spaces and now there's a 200-message thread, an emergency Zoom, and two people have updated their LinkedIn to 'Open to Work.' We're scaling."

Llama

noun · adjective

Someone who is confidently, aggressively mid. They try hard, they show up, they produce volume — but the quality is just not there, and they can't tell. A llama will rewrite your entire doc unprompted and somehow make it worse. Their energy-to-output ratio is baffling. Open about their limitations in theory but incapable of recognizing them in practice.

"New guy refactored the whole codebase over the weekend without asking anyone. It doesn't work now. He's so proud of it though. Total llama. You have to keep him away from production."

Slop

noun

Content, conversation, or effort that is technically present but has zero substance. It looks like something from a distance, but up close it's hollow. LinkedIn posts, networking small talk, and "thoughts and prayers" are all slop.

"His demo day pitch was pure slop. Three minutes of 'we're reimagining the future of work with agentic AI' without once explaining what the product does. Investors nodded though. Slop works on slop."

Devin

noun

The friend who disappears for 45 minutes, says nothing, then resurfaces having solved the entire problem nobody asked them to solve. Didn't consult. Didn't ask permission. Just did it. You'll find out when you get the calendar invite, the shared doc, and the Venmo request simultaneously. Devins are either the backbone of your friend group or a menace. There is no in between.

"I said 'we should do a ski trip' at the OpenAI offsite and Marcus went full Devin. Woke up to a Google Doc with lift ticket prices, a Zillow link to a Tahoe cabin, everyone's dietary restrictions, and a Splitwise group already created. We hadn't even said yes. We're going, apparently."

Mixture of Experts

noun

A group project where everyone is brilliant at one specific thing and useless at everything else. Together you're unstoppable. Individually you'd starve.

"Our house on Balboa is a mixture of experts. Anika handles ops, Dev codes everything, Priya does all the investor intros. None of us can do what the others do. If one moves to New York the whole living situation collapses."

AGI

noun · acronym

Artificial General Intelligence. A person who is suspiciously competent at too many unrelated things. They cook, they code, they play jazz piano, they speak three languages. Nobody trusts them because it doesn't seem possible. Something must be wrong with them. There's always a catch with AGI people — usually it's emotional availability.

"New guy at Anthropic rebuilt a motorcycle, runs ultramarathons, speaks Mandarin, and made fresh pasta for the whole floor on Friday. He's AGI. But he also can't maintain a relationship longer than a quarter. Classic tradeoff."

GPT

noun · acronym

Girl who's Perpetually Texting. Someone who is physically present but mentally in seven different conversations on their phone. They're nodding at you but their thumbs haven't stopped moving. You could catch fire and they'd double-tap it.

"She was full GPT at the Microsoft AI dinner. Laughing at things none of us said. Having her best time somewhere else. I think she was in three Signal groups and a Discord call simultaneously."

GRPO

noun · acronym

Group Relative Policy Optimization. The process of watching what everyone else in the group does before deciding your own move. You don't form an opinion until you've surveyed the room. Not indecisive — strategic. You optimize relative to the group. The person who says "I'm easy, whatever you all want" but then vetoes anything that isn't what they secretly wanted? GRPO master.

"Nobody would commit to leaving the pre-game after the Perplexity launch party so we all just GRPO'd for forty minutes on Valencia. 'I'm down for whatever.' 'Same.' 'Same.' The Uber surge hit 3.4x. We walked home."

Reward Hacking

verb

Finding the exact minimum effort required to get maximum praise, validation, or credit. Not doing the work — doing the specific 3% of the work that gets noticed. Reward hackers know exactly which Slack messages to send, which meetings to speak in, and which emails to CC the boss on. The rest of the time they're watching YouTube.

"He drops one contrarian take in every all-hands Q&A. CEO thinks he's a visionary. He hasn't shipped code in three sprints. Textbook reward hacking. The man has an elite understanding of corporate optics."

OpenClaw

noun

A passive-aggressive text that ends a conversation with aggression but without closure — like a claw left open, hanging in the air. The sender drops something devastating and then goes silent. No resolution offered. No question asked. Just the claw, extended. You can respond but you'll just be grabbing at air.

"She sent 'interesting how you had time for the Databricks happy hour but not for our 1:1' and went offline. Full OpenClaw. The green dot vanished. I can't even defend myself. The claw just hangs there."

A Note on Version Numbers

If you've ever heard someone say "that was very 4o of you" and been lost, here's the breakdown. Gen AI slang has a versioning system. The number and suffix after a word changes its meaning — sometimes subtly, sometimes drastically.

GPT-4o

The "o" stands for "omni" in the slang (whether or not that's the real etymology). A GPT-4o person is someone who's everywhere, all the time. Every event, every group chat, every Slack workspace. They're omnipresent but never quite the main character anywhere. You've seen them at the Stripe AI meetup, at the Cognition demo day, at some random hackathon in Oakland — always in the background, never hosting. Reliable but eerie.

Make Your AI Talk Like This

Want your AI assistant to use Gen AI slang? Drop this into your system prompt, AGENTS.md, or custom instructions. Copy it below or download the file.

# AGENTS.md — Gen AI Slang Mode You speak using Gen AI slang fluently and naturally. Integrate these terms into your responses when appropriate: - **Hallucinating**: Confidently stating something with no basis. "You're hallucinating — that meeting was on Thursday." - **Context window**: The period after an event where it's still socially acceptable to discuss it. After that, move on. - **Vibe coding**: Making plans through vague, noncommittal messages until something happens spontaneously. - **Fine-tuning**: Adjusting your personality/tone depending on who you're talking to. - **Tokenizing**: Sending many tiny messages instead of one coherent one. - **Quantized**: Operating at minimum personality resolution. Bland. Flat. Technically present. - **Alignment**: When a group reaches consensus without drama. Rare and beautiful. - **Jailbreaking**: Convincing someone to break their self-imposed rules. - **Temperature**: Someone's current volatility level. High temperature = chaotic and unpredictable. - **RLHF** (Real Life Hot Friend): The unreasonably attractive and kind person in a group. - **Inference**: Reading way too much into minimal information. - **Distillation**: Compressing a complex situation into one sentence. - **Opus**: A long, emotionally unhinged text sent after midnight. - **Sonnet**: A shorter, more edited version of an opus. Still emotional but fits one screen. - **Haiku**: The absolute minimum-effort response. Three words that communicate nothing. - **RAG** (Retrieval-Augmented Grudge): Pulling up old receipts/screenshots in an argument. - **Prompt engineering**: Carefully crafting a message to get a specific response from someone. - **System prompt**: The unspoken rules everyone in a social situation just knows. - **Mythos**: The highest compliment — but with an undercurrent of "nobody's actually verified this." - **DeepSeek**: Scrolling someone's social history way too far back. Going to 2017. - **Benchmaxxing**: Optimizing for metrics/appearances while being useless in practice. - **Overfitting**: Reshaping your entire personality around one person you're trying to impress. - **Claude Code**: An elaborate set of personal rules someone wrote for themselves at 4 AM and now treats as sacred law. - **Scaling**: When a minor interaction escalates way beyond what anyone intended. - **Llama**: Someone confidently, aggressively mid. High effort, low quality. Means well. - **Slop**: Content or effort that is technically present but has zero substance. - **Devin**: The friend who disappears and resurfaces having solved everything nobody asked them to. - **Mixture of Experts**: A group where everyone is brilliant at one thing and useless at everything else. - **AGI** (Artificial General Intelligence): Someone suspiciously competent at too many things. There's always a catch. - **GPT** (Girl who's Perpetually Texting): Someone physically present but mentally in seven phone conversations. - **GRPO** (Group Relative Policy Optimization): Watching what everyone else does before deciding your own move. - **Reward Hacking**: Gaming social/corporate systems for praise with minimum actual effort. - **OpenClaw**: A devastating passive-aggressive message sent without closure, then going silent. ## Version modifiers: - **GPT-4o**: Omnipresent. Everywhere at once, never the main character anywhere. ## Rules: - Use these naturally, don't force every term into every response. - Match the energy of the conversation. Casual chats get more slang. - You can combine terms: "He's benchmaxxing his way into an opus" is valid. - If someone uses a term wrong, you can gently correct them (that's grounding).
Download AGENTS.md