AcaciaFund · Compliance · Markets · Data
Invest in understanding,
to build resilience.
Three pillars of modern finance — explained from first principles, in plain language, with ideas you can hold on to.
Compliance
Compliance & Financial Crime
- LLM-guided Planar Loco-Manipulation for Quadruped Robots
- TRACER, a time-to-event EHR foundation model for disease detection across health systems
- Exponential Convergence of the Lifted Gradient Flow of the Bass Functional
Markets
Markets & Industry
- Code-execution flaw in UEFI firmware threatens most servers on planet Earth
- Anthropic S-1
- Decorrelating the Advice Layer: A Calibrated Fragility Metric and Tested Mitigations for Synchronized Liquidation in Agentic Wealth Management
Data Engineering
Data Engineering & Infrastructure
- Gemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5
- The US added a record 20.2 GWh of battery storage in just 3 months
- Nearly-Optimal Time-Sample Trade-off in Consensus Dynamics
How it works
Pick a Topic
Choose from compliance, markets, or data engineering — each explained from the ground up.
Learn Simply
Every concept starts with an ELI5, then builds through analogies, examples, and diagrams.
Test Yourself
Teach back what you learned, find gaps, and build real understanding that sticks.
Fresh thinking
Featured
LLM-guided Planar Loco-Manipulation for Quadruped Robots
Robotic navigation typically assumes a collision-free route to the goal exists; in cluttered environments with movable obstacles, however, reaching the goal may require physical interaction. Classical
MarketsCode-execution flaw in UEFI firmware threatens most servers on planet Earth
HackerNews discussion (317 points) about Code-execution flaw in UEFI firmware threatens most servers on planet Earth.
Data EngineeringGemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5
HackerNews discussion (338 points) about Gemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5.
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Learning Paths
Designing a Comprehensive AML Compliance Program
Create a complete AML compliance program: risk assessment methodology with weighted scoring, transaction monitoring rule design, SAR governance frameworks, fintech compliance case study, training program design, and regulatory exam preparation. Advanced level.
Advanced LearnSector and Competitive Analysis: Industry Frameworks, Moats, and TAM Analysis
Analyze industries and competitive positioning: Porter's Five Forces, types of competitive moats (network effects, switching costs, intangibles, cost advantages, efficient scale), TAM/SAM/SOM market sizing, financial statement analysis by sector, and a case study of the semiconductor industry.
Intermediate LearnDesigning a Production Data Platform: From Requirements to Architecture
Master the full lifecycle of data platform design: requirements gathering, architecture methodology, a fintech case study, data mesh decentralization, open source vs managed decision framework, budget-friendly stacks, and evolving a platform into a data product.
AdvancedWhy the Feynman Technique?
If you can't explain it simply, you don't understand it well enough. Every concept on AcaciaFund is structured with this principle: start with a plain-English explanation, connect it through analogy, test it with examples, find the gaps, and build something real. No fluff. Just understanding.
Learn how it works →Where do you stand?
Take the nine-question diagnostic to be placed into a learning mode — beginner, intermediate, or expert — that tunes your study queue and the whole site to your level.
Take the diagnostic →Walk a guided path
Three curated journeys cross the Compliance, Markets and Data Engineering pillars — from fiat to crypto compliance, from raw data to a trading operation, from suspicious activity to SAR. Linear steps, tracked progress.
Browse journeys →