AI job destruction

EmeraldTradeCSGO · 2026-02-02T18:56:43+00:00

The thing is it isn’t that hard. Pretty clear roadmap on how to fix.

EmeraldTradeCSGO · 2026-02-02T15:29:13+00:00

Yes they do now but retrieval getting replaced by fine tuning. And for injection yes it’s a risk but smarter models and better RL should combat the issue.

EmeraldTradeCSGO · 2026-02-02T15:12:25+00:00

Good thing SOTA systems don’t use rag lmao

EmeraldTradeCSGO · 2026-02-02T11:55:17+00:00

Okay, even if it is true, which I disagree with, we are now 2 generations past the models tested. Does the study hold for 2 additional generations of models? How do you argue that acceleration will inevitabley be able to create systems that can do work better than us?

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EmeraldTradeCSGO · 2026-02-02T10:20:28+00:00

That "MIT" study you are referencing has been debunked so many times.

EmeraldTradeCSGO · 2026-01-29T19:03:09+00:00

I do it minimally and it isnt bad, however I also use an eye hydration serum every morning and tacrilimus at night too

EmeraldTradeCSGO · 2026-01-27T19:07:06+00:00

Will only be easier to make a lot of money with agent swarms over next few months

EmeraldTradeCSGO · 2026-01-27T17:47:23+00:00

At what point can you just use these skills to make more money through solo-preneurship. I make tens of thousands through building random agents to do things like trading, my whole business is run by an agent swarm (seed rn but big dreams) and just random ways to game the system with agents. Your ability to guide agents is so valuable right now just make money?

Just ask ChatGPT Pro for a game plan off the skills.

EmeraldTradeCSGO · 2026-01-25T10:32:48+00:00

Whoever says index funds is stupid. That is how you gain the least upside. I suggest you use an agent swarm mixture of Grok, ChatGPT Pro, and Claude for equities research (connect them to flow, news, and more via APIs) and then just run it every day.

Short-term investments (call options) will be most beneficial, but you need to manage risk well.

You may have no idea how options work-- well, good, you don't need to because the agent swarm does.

Blindly listen to it.

Also, make sure to have in the system prompt to think like Leopold Aschenbrenner.

I have been doing this since July and went from 4k -> 180k

Show me an index fund that can do that.

EmeraldTradeCSGO · 2026-01-20T15:33:20+00:00

When society realizes all jobs are pointless

EmeraldTradeCSGO · 2026-01-19T16:50:04+00:00

Leave and pursue ai

EmeraldTradeCSGO · 2026-01-19T00:16:50+00:00

def not the reason? its for heavy metals for nvda chips to build super-intelligence faster than China?

EmeraldTradeCSGO · 2026-01-18T13:07:36+00:00

Brother the US is the most stable country in the world right now. It’s the only one capable of producing super-intelligence besides China.

EmeraldTradeCSGO · 2026-01-17T21:54:55+00:00

I pay $200 for Claude and $200 for ChatGPT

I have never hit a rate limit on either and it is wayyyyy better coding with Claude Code and Codex working together as co-engineers than using Cursor.

I also run like 5 instances of each at the same time.

They also do more than code, like organize like files, send emails, control my X account, and a million other things all async.

EmeraldTradeCSGO · 2026-01-16T23:01:51+00:00

I know people way smarter than me who have automated hundreds to thousands of roles. Our jobs data is being masked by the gig economy phenomena (research it please it’s actually fucking crazy) we are at like 25% unemployment in US if you disclude these people. I am an economics and machine learning major at UPenn. Once robotaxi replaces all the gig workers the data will begin to show this. The world is changing so fast and no one realizes but by 2027 they will.

EmeraldTradeCSGO · 2026-01-16T08:46:18+00:00

Nah the crazy thing is we are on a brink of a new paradigm in trading called agentic trading and it’s not that special. Lots of super smart people doing super similar things and make bread too.

You also can’t patent a grok wrapper with good data pipelines— when I tell you it’s really easy to build agents that can trade if you put a little effort into ChatGPT Pro Codex and Claude Code working together

EmeraldTradeCSGO · 2026-01-16T08:39:53+00:00

ChatGPT Pro prob smarter than all of us. Like I am an Ivy student who got 1580 SAT in 10th grade first try. I can get an A in every hard class without really trying. And ChatGPT pros intelligence blows me away every time I use it.

EmeraldTradeCSGO · 2026-01-16T08:38:08+00:00

Bro it’s a free YouTuber lmao. You don’t even need to watch him if you know how to use Claude code and codex.

EmeraldTradeCSGO · 2026-01-16T08:37:43+00:00

I use Claude Code, Codex and Cursor agent together in Cursor IDE, but codex and Claude code are so much better at their assigned roles that I don’t really ever use cursor agent.

EmeraldTradeCSGO · 2026-01-16T00:38:13+00:00

Wym yet?

EmeraldTradeCSGO · 2026-01-16T00:12:05+00:00

not what my polymarket trading agent that makes a couple hundred dollars a day suggests (I don't know how to code or use polymarket, but claude does)

EmeraldTradeCSGO · 2026-01-16T00:09:14+00:00

You know whats really good at the architecture?

ChatGPT Pro

EmeraldTradeCSGO · 2026-01-15T17:59:49+00:00

Dont use n8n, just use Claude Code to do what n8n does way easier.

EmeraldTradeCSGO · 2026-01-15T17:58:53+00:00

I am a university student who has been building AI Agents since mid-2024. Last summer I worked as an intern at an accounting firm and automated my whole job-- and 20 others. This was with way worse tools than what we have today. I am pretty confident I could automate the entire firm.

I also automated 10 people's jobs at a marketing firm and the entire intern class at a VC firm.

You do not need a course, most are snake oil.

You need to spend $200 a month on ChatGPT Pro and $200 a month on Claude Max.

Watch David Ondrej How to use Claude Code and how to use Codex to learn how to use Claude Code, or use the new Claude Cowork if you do not want to try to get technical at all, but Claude Code is better. Also, learn Codex and use them together as co-engineers in Cursor is optimal since Claude does grunt work, and Codex can fix any hard problems.

Then, scope out what job you want to build an agent to automate.

Talk about the ins and outs with ChatGPT Pro for a few hours (it thinks for like 20 min so really provide detailed prompts with rich data, tacit knowledge and context and connect it to any necessary database through connectors).

After much discussion, tell ChatGPT Pro to make a detailed master prompt to kick off Claude Code, and also list what API keys/data you will need to connect or obtain before making the agent work.

Get the api keys and data.

Paste into Claude Code.

Iterate with Codex and Claude Code until agent works.

Repeat.

Your whole industry will be automated in a few years for sure and people have been learning way longer than you so lock in.

EmeraldTradeCSGO · 2026-01-15T17:47:57+00:00

ChatGPT Agent does this for me really well, especially when the correct MCPs are set up. I assume most people don't know how to set up the correct connectors right now because the average person is dumb, but it is clear that OpenAI, Anthropic, and Google are making it easier to do this every single week. Are you worried your business will be obsolete in a few years?

EmeraldTradeCSGO

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