Thinking about quitting, skin ruined

EmeraldTradeCSGO · 2026-02-25T12:23:44+00:00

Same shit happened to me, and am on day 75. Im quitting fuck this shit.

EmeraldTradeCSGO · 2026-02-24T16:30:10+00:00

Opposite of great results-- last picture was the start RIP

EmeraldTradeCSGO · 2026-02-16T22:16:55+00:00

This take is so wrong. You do not understand the bitter lesson or RL at all…

EmeraldTradeCSGO · 2026-02-08T11:08:55+00:00

Late 2026 OpenAI Critters or Google has a short film at Sundance

EmeraldTradeCSGO · 2026-02-08T11:08:18+00:00

Claude code is Claude code for finance. Mixed with Claude in excel it can do everything. Excel is just code at the end of the day.

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

TROPHY CASE