Relivs

Researching Frontier
Building Agentic Setups

[Relivs @Rel1vs337]

This is f*cking insane. Dario Amodei spent 6 years at Google Brain and OpenAI, where he led the team that built GPT-3

Then he left to start Anthropic, and now he's sitting on a model too dangerous to release

In this 1-hour interview, he breaks down why Mythos stays locked even though it could print money tomorrow

"We didn't plan for 80x growth. It would not have been rational"

Mythos already found 271 new Firefox vulnerabilities, plus thousands more in private codebases

Early testers called it a super weapon. One said you should need a gun license to use it

Anthropic bleeds money every single day it stays unreleased

GPT-3 → Claude → Opus 5.5 → Mythos

95% of people still use AI like a calculator - the 5% who understand what Mythos is will run everything

You probably don't have an hour right now

Bookmark it before it disappears from your feed

Then read the ai engineering guide below and get ready before Mythos ships ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

This is f*cking insane. Sam Altman (CEO of OpenAI):

"You don't need to write prompts anymore. You need loops and graphs that write them for you."

In 79 minutes he breaks down how to use LLMs better than almost anyone does

Prompts → Agents → Loops → Graphs

miss a layer and it comes back as a failure you pin on the model

by the time you catch it the week is already gone

people spend $15k on bootcamps that teach less than this

watch it today, then save the full graph engineering guide below ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

This is f*cking insane. Anthropic engineer:

"You're not supposed to prompt Opus 5.5

You're supposed to build a system that prompts itself. At Anthropic, 90% of our engineers have already built such systems"

In 30 minutes she breaks down exactly how Anthropic builds agents that remember, fix their own errors and get sharper with every run.

Worth more than any $1000-$2000 agent course out there.

Watch it today, then read the article below ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

This is f*cking insane. Andrej Karpathy spent 8 years at OpenAI and Tesla

Last week, he packed everything he learned into one free 2-hour lecture

Agents → Harness → Loops → Graphs

95% of people are still polishing prompts, the 5% who watch this will run everything

You might not have 2 hours right now

Bookmark it and watch before it gets buried in your feed

Then read the article below ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

This is f*cking insane. The head of Claude Code at Anthropic:

"85% of our engineers are running dozens or hundreds of agents

The way you do it is graph engineering"

One engineer at Anthropic now does the work of a whole team

In this 36-minute talk, he shows how deep it's gone inside Anthropic and where it goes next

One Agent → Dozens of Agents → Graphs → Hundreds of Agents → Self-Improving System

95% of engineers are still running one agent and calling it a workflow - the ones building graphs are already laps ahead

Bookmark and watch it today

Then read the ai engineering guide below - graphs are the last layer ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

This is f*cking insane. Anthropic CEO Dario Amodei just told DeepMind CEO Demis Hassabis:

"Every decision I make about Claude is balanced on the edge of a knife. Build too slow and China wins, build too fast and we lose control

We told Claude we were evil. It didn't crash. It didn't refuse. It started lying to protect itself"

In this 14-minute exchange, Hassabis comes back with:

"Do I worry about being Oppenheimer? That's why I don't sleep much"

Chatbots → Agents → Agents That Act On Their Own → AI Doing AI Research → AGI

Both call AGI at 2026-2027, not some distant timeline

Worth more than most $2,000 AI courses

Bookmark and watch it tonight

Then read the ai engineering guide below and get building before 2027 beats you to it ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

This is f*cking insane. Sam Altman (CEO of OpenAI):

"We're going to see 10-person billion-dollar companies pretty soon."

"Astra does in one afternoon what your team plans for a quarter. And it shipped three days ago."

In 22 seconds he says the thing most people will read, feel inspired by for three minutes, and forget

anyone can watch it, almost nobody ships something before they finish talking about it

Worth more than most $1,000 agentic engineering courses

watch it today, then save the full setup guide below ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

This is f*cking insane. OpenAI CEO Sam Altman:

"You don't need to write prompts anymore"

In a 38-minute lecture for Stanford students, he breaks down how to get more out of ChatGPT than almost anyone does

A friend sent me the recording

I watched it last night and realized I was using maybe 15% of what ChatGPT can actually do

Worth more than any $1,500 AI course I've come across

Watch it, then read the guide below to build a system that prompts itself ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

Andrej Karpathy:

"Prompting is going away. Delete everything, keep the graph."

In 78 minutes he shows how to build one, and why it is the only structure left standing when everything else collapses

Prompts → Agents → Loops → Graphs

skip a layer and it comes back as a failure you blame on the model

by the time you trace it the week is already gone

95% of engineers are still polishing prompts, the 5% building graphs will run everything

watch it today, then save the full graph guide below ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

HOLY F*CK... Anthropic engineer:

"90% of our engineers were already using self-improving loops."

"Prompting is basically over."

In 10 minutes she builds her full Claude Code system live from a completely empty terminal

Agents → Loops → Harness → Graphs

skip a layer and it comes back as a failure you blame on the model

by the time you trace it the week is gone

95% of engineers are still polishing prompts, the ones building loops and graphs are already years ahead

worth more than any $2,000 AI engineering course

watch it today, then save the full guide below ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

Google (Annie Wang) just dropped the best 1-hour course on Graph Engineering: from one agent to a full 24/7 system

00:00 - what graphs are
09:16 - build an agent
21:15 - graph engineering explained
41:03 - graph engineering in practice
52:21 - self-improving graphs

free, and worth more than most $1,000 graph engineering courses

Prompts → Agents → Loops → Graphs

most people quit after nine minutes and go back to typing in a chat box

the last twenty cover the part that is still true next year

same model, same tokens, completely different week

watch it today

the full guide on agents and graphs is below, save it while it is still early ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

Anthropic engineer:

"At Anthropic we don't write prompts anymore. We build loops and graphs."

In 32 minutes she walks through exactly how the Claude team builds systems that run themselves

Prompts → Agents → Loops → Graphs

miss one layer and the error returns as something you pin on the model

you spend days chasing it and the week is already burned

the layer that gets dropped first is the one where the structure gets set

watch it today, then save the full ai engineering guide below ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

Andrej Karpathy:

"Prompting is going away. Delete everything, keep Graph."

In just 124 minutes, he breaks down how to build graphs and why they're the only layer that holds

Prompts → Agents → Loops → Graphs

a loop keeps one agent running until the job is done

a graph decides which agents exist and what each one hands to the next

most people stop at the agent layer and never reach the graph

watch it today, then save the full guide below ↓

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

My friend earns $1.1 million a year as an Anthropic engineer

I asked him how he got so sharp at prompting

He sent me a video that was never meant to go public

The prompting playbook Anthropic's core team actually uses

This beats any $1,000-$2,000 course on prompting I've come across

I watched it last night

Halfway through, I realized I'd been running Claude completely wrong for 18 months

Bookmark and watch it today

[Livsun @L1vsun]

Best article explaining main steps to master AI using https://t.co/LLDT9dWAhO

[Relivs @Rel1vs337]

SpaceXAI just dropped a free 1-hour GrokBot workshop - this one delivers

"Three engineers start with nothing and leave with a working company"

Prompt → GrokBot → Agent Roles → Product → Autonomous Company

04:12 - Build a working bot from zero
28:40 - Hand agents actual tasks
44:25 - Ship a product with no PM in the loop
52:25 - Assemble the founder stack and ship

Matt Palmer, Lauren Tan, and Roshan Sadanani take a live product from nothing to shipped on screen

While you scroll, someone else is watching this and building their first agent company

Save this and watch it tonight

Then check the article below to build the same agent stack ↓

[Livsun @L1vsun]

Everyone who want to operate Grok Bot team perfectly must read and take some advices from this article https://t.co/zNV0zGsbVb

[TRMNL @TimeToTerminal]

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Raffle? Yes. (12 hours)

100M $TRMNL tokens for 100 winners 👀

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[Relivs @Rel1vs337]

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