Welcome to Throughline Research.
My goal here is simple: to give you market education and insight that's actually useful — the kind I wish someone had handed me when I started.
This is an educational group with one focus: making you a profitable trader who can stand on your own. Not dependent on me. Not dependent on anyone.
Inside, I show all of my trades the moment I take them — plus the real strategy and reasoning behind every one. Not just "in here, out there," but why. The understanding is the part that's actually worth something.
But here's the thing: you don't have to join anything. I'll be posting tons of free education right here — just follow this account and you'll get real value without spending a dime.
Everything I teach starts with survival first. Learn one genuinely good risk management strategy, truly understand it, and do nothing but follow it, and you'll be ahead of 99% of people trying to trade. Most never learn risk the way it needs to be understood — but once it clicks, it's the difference between white-knuckling every position and sleeping fine at night.
I learned this the hard way. Six years trading, plenty of it unprofitable — years spent chasing other people's signals and "mentorships," a lot of them scams, straight into blown accounts. What finally worked was learning to trade my own way. Independence beats following someone else's signals every time.
So I'll be straight with you: the goal here is to make you profitable, not to take your money. Am I in this to make money too? Of course. But that only works if I deliver for you first.
@ericzakariasson@bot It's been 1 day I use it for work operations, and im 60% used on the Ultra plan, Nothing crazy was done. Would love some optimization & or more usage + Someway for grok to distinguish himself where tokens are being used I can work on optimizing my own bots process
The Cerebras Wafer-Scale architecture compounds across generations.
CS-4 is the industry’s fastest AI accelerator and the first system built on the new Cerebras Nexus rack-scale platform.
CS-5 is designed to set a new standard for token-generation speed with our next-generation wafer.
And with CS-6, we plan to push the frontier of 3D integration further, stacking DRAM at wafer scale to deliver the next step-change in AI performance and efficiency.
Starting September 14, we're permanently raising standard weekly limits in Claude Code by 25% for Pro, Max, Team, and seat-based Enterprise plans. Until then, the current 50% increase will be in place.
@jonathan_wilke I don't really care. I only use Chinese AI models in Cursor. besides for the default cursor models like Grok. If I want GPT access I will buy a sub for it