Launching 8 Nov · Your first month is free8d21h42m243sLaunching 8 Nov · Your first month is free8d21h42m243sLaunching 8 Nov · Your first month is free8d21h42m243s

The RM Atom Blog

Ideas, drills, and
exam-day intelligence.

The exam traps candidates keep falling into, the concepts that don't click until someone explains them right, and what we're building next — from the people building your prep.

Exam Strategy

3 OLS Regression Traps That Trip Up CFA Level 1 Candidates

Simple linear regression feels easy, but common exam traps around OLS coefficients can cost you points. Master the three most frequent pitfalls in coefficient estimation to protect your score on exam day.

Oct 30, 2026 7 min read

In The News

FOMC's October Pause: A Live Lesson in Yield Curve Dynamics

The Fed is expected to hold rates today, but the market is pricing in a December hike. We break down how this policy tension shapes the yield curve and your fixed income strategy.

Oct 28, 2026 8 min read

Curriculum Deep-Dives

Classifying Capital Projects: A CFA Level 1 Guide

Before you can run an NPV analysis, you must know what you're analyzing. Learn to classify capital projects from maintenance to moonshots, and see how risk dictates the required return.

Oct 27, 2026 8 min read

Formulas & Shortcuts

Monte Carlo Simulation: GBM Formula & BA II Plus Shortcuts

A practical guide to the Geometric Brownian Motion formula for CFA Level 1. Learn to run simulations, compare methods, and use your BA II Plus to analyze the results.

Oct 26, 2026 8 min read

Study Tips

Beyond Passive Drilling: A 2-Pass System for Your CFA QBank

Stop wasting practice questions. Move from aimless drilling to a systematic two-pass QBank strategy that diagnoses real weaknesses and builds exam-day speed.

Oct 25, 2026 7 min read

Formulas & Shortcuts

Index Weighting: Formulas, Biases & BA II Plus Shortcuts for Level 1

A high-yield guide to price, market-cap, and equal-weighted indices. Master the formulas, biases, and calculator keystrokes you need for the CFA Level 1 exam.

Oct 24, 2026 9 min read

Formulas & Shortcuts

Mastering Risk Budgeting: Formulas & BA II Plus Shortcuts

A high-yield reference for CFA Level 1 candidates breaking down how to quantify risk budgeting, from VaR formulas to BA II Plus shortcuts for exam-day speed.

Oct 9, 2026 7 min read

Formulas & Shortcuts

Long-Term Liabilities: Formulas, Disclosures & Calculator Tricks

Turn complex liability disclosures and share-based compensation into exam-day points. A practical guide to the formulas, amortization shortcuts, and presentation rules.

Oct 6, 2026 7 min read

Curriculum Deep-Dives

Deconstructing Geopolitical Risk for CFA Level 1

Move beyond vague headlines. This guide provides a rigorous, exam-focused framework for classifying geopolitical risk and pricing it into valuations via cash flows and discount rates.

Oct 5, 2026 8 min read

Opens 8 Nov

Your readings, canvas, mocks and AI tutor all live in one workspace.

Create your free account

No card neededFirst month freeSet up in 2 minutes

Doors open in

08Days

21Hours

42Minutes

243Seconds

CFA · Level I & IIFRM · soonCAIA · soon

EverySubject mapped chapter by chapter

7Study tools on every reading

24/7AI tutor on your syllabus

Ideas, drills, andexam-day intelligence.

3 OLS Regression Traps That Trip Up CFA Level 1 Candidates

FOMC's October Pause: A Live Lesson in Yield Curve Dynamics

Classifying Capital Projects: A CFA Level 1 Guide

Monte Carlo Simulation: GBM Formula & BA II Plus Shortcuts

Beyond Passive Drilling: A 2-Pass System for Your CFA QBank

Index Weighting: Formulas, Biases & BA II Plus Shortcuts for Level 1

Mastering Risk Budgeting: Formulas & BA II Plus Shortcuts

Long-Term Liabilities: Formulas, Disclosures & Calculator Tricks

Deconstructing Geopolitical Risk for CFA Level 1

Turn what you just read into a score.

Ideas, drills, and
exam-day intelligence.