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Results for “NVDA”

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Articles, videos and guides

I'm up $2,546 in one week because I trusted an AI with my portfolio.

Week 1 of the $25K Public Portfolio Challenge closed at +$2,546 (+10.18%). The headline was wrong. A broken drawdown indicator and an impossible close rule were both live on the book. Here's the postmortem, the engine rewrite, and the counterfactual.

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Articles, videos and guides

My AI stock picks outperformed SPY by 62% relative return. Here's the data proving it wasn't luck.

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Articles, videos and guides

Everyone thinks ChatGPT is an AI agent. It's not.

ChatGPT responds once and waits. An AI agent runs a loop until the task is done. Here's the controller architecture that makes the difference.

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Articles, videos and guides

Day 1 of trading $25,000 with AI. The strategy was the easy part.

Three latent bugs surfaced in the first three hours of live fills. Paper trading missed every one. By the close, an AI-designed options strategy was trading $25,000 of real money in public, two spreads filled and a third queued at the broker.

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Articles, videos and guides

My AI bought a stock it shouldn't have. Then I couldn't get rid of it.

A bad price tick fired a META signal that should never have existed. The fill landed at the open. The UI didn't know how to close the spread. Three hours later, sixteen commits, and one stateless Rust risk engine that gates every close path on the platform.

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Articles, videos and guides

Here are 5 Stocks to Look At To Increase Your Exposure to Artificial Intelligence (AI)

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Articles, videos and guides

How to Design an Algorithmic Trading System: Junior to Senior

Design an algorithmic trading system from a junior-level MVP through a mid-level production service to a senior-level, fault-tolerant trading platform.

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Articles, videos and guides

I created an open-source automated trading platform. Here’s how much it’s improved in a year.

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Articles, videos and guides

I turned $5,199 into $21,935 betting on Google. Then OpenAI took over my trading platform. I sold every call.

After 14 months as a Google fanboy, 185,172 production requests and $2,129 of inference spend moved OpenAI's budget model onto the high-volume jobs inside my trading platform. Google kept screening. I sold every Google call I owned.

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Benchmark studies

ScaleDown Summarize Review: Accuracy, Speed and Cost Tested

ScaleDown Summarize was accurate on 11 of 12 real documents and 15x faster than Muse Spark 1.3, but misread 6 of 13 stock screener tables.

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Indicator reference

Maximum Price indicator | NexusTrade

The highest closing price over a window.

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Indicator reference

Underlying Max Drawdown indicator | NexusTrade

The maximum percentage decline of the asset's market PRICE from its peak since the indicator started observing. Tracks the underlying stock — does NOT consult position state. Useful as an emergency ex

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Python recipes

Backtest a portfolio in Python | NexusTrade

Build a typed portfolio, submit one historical backtest, and read the completed result using the NexusTrade Python SDK.

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Articles, videos and guides

Stop wasting your time with backtests! Do this instead…

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Articles, videos and guides

ChatGPT identified 5 stocks that DESTROYED the market in 2024. Here is what it says for 2025.

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Articles, videos and guides

Creating an automated trading strategy using fundamental indicators – Technical Design Document

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Articles, videos and guides

How to use Gemini, Claude, and OpenAI to create trading strategies that DESTROY the market.

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Articles, videos and guides

I tested 11 AI models to build a $25,000 trading strategy. The results shocked me.

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Articles, videos and guides

I used AI to analyze every single US stock. Here’s what to look out for in 2025.

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Trading case studies

Trading strategy case studies: rules, returns and drawdowns | NexusTrade

Inspect real strategy experiments, the published ideas behind them, actual trade diagnostics, matched controls and the changes that helped or failed.

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Typescript recipes

Backtest a portfolio in TypeScript | NexusTrade

Author a typed NexusTrade portfolio in Node, submit a backtest, and await the historical result.

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Public portfolios

Options Example: Bull Call Spread Rotation public portfolio

A fully-transparent options example: a rotating bull call spread book. Every 30 days it ranks NVDA, META, AAPL, MSFT, GOOGL, and AMZN by 30-day momentum, keeps

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Dataset catalog

lake.backtest_runs dataset schema | NexusTrade

Column types and research semantics for NexusTrade’s lake.backtest_runs dataset. Read the supported schema before submitting a bounded SQL query.

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How to perform llm evaluations

How to perform LLM evaluations with frozen tasks | NexusTrade

Build a repeatable evaluation with frozen inputs, schema checks and human labels. Run a free offline example, then inspect NexusTrade's published next-action bakeoff.

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Indicator reference

Fundamental Metric indicator | NexusTrade

Did Apple's higher operating profit turn into more cash?. Read the source inputs, calculate the result and check its timing and units.

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Indicator reference

Implied Volatility indicator | NexusTrade

Constant-maturity at-the-money implied volatility for the underlying, built from the options chain (near-target-DTE expirations, |delta|≈0.50 call/put average, linearly interpolated). Units are annual

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Indicator reference

Position Max Drawdown indicator | NexusTrade

The maximum percentage decline in the position's unrealized P&L from its peak. Aggregates the stock holding plus all option spreads on that underlying. Returns 0 at a new high water mark; rises as P&L

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No code backtesting

Backtest a trading strategy without code | NexusTrade

Start with one built-in strategy, run its QuickTest and read the result. Follow the actual product example, then open a separate candidate in Aurora.

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Prompt screens

How to screen for Cloud computing stocks

How much revenue is actually disclosed as cloud? Inspect the real product screen and a source-backed three-period company comparison.

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Articles, videos and guides

The step-by-step guide on outperforming the market

Articles, videos and guides

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Articles, videos and guides

A 3-minute guide on staying in the loop in the stock market

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Articles, videos and guides

Build Your First Algorithmic Trading Strategy — Algorithmic Trading Fundamentals

From idea to executable strategy in plain English. Learn the IStrategy pattern, walk through a real Mag7 rebalance strategy, and assemble your own with Aurora — no code required.

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Articles, videos and guides

Why Technical Analysis Alone Will Lose You Money — Algorithmic Trading Fundamentals

Technical indicators only show you what already happened. Here's how to layer fundamental data, economic signals, and alternative data to build a real informational edge.

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Articles, videos and guides

Here's the secret to buying volatile assets at their all-time highs and still making money

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Articles, videos and guides

How to Design an AI Trading Bot: Junior to Senior

Design an AI trading bot from one model call into a durable, permissioned, fault-tolerant agent platform, with junior, mid-level, and senior system designs.

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Articles, videos and guides

I accidentally increased my backtesting speed by 99.9%. Here’s how.

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Articles, videos and guides

I am NOT excited about the brand new DeepSeek V3 model. Here’s why.

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Articles, videos and guides

I just discovered Perplexity Sonar Reasoning, an LLM with real-time web access. Why is nobody talking about this??

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Articles, videos and guides

I Launched Automated AI Stock Trading Agents 5 Days Ago. Here’s What I Learned.

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Articles, videos and guides

I Spent 3 Years Building a Trading Bot UI. Then Claude Made Me Start Over

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Articles, videos and guides

I used NexusTrade to Identify Fundamentally Strong AI Stocks. They are DEMOLISHING the Market

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Articles, videos and guides

I used OpenAI’s rumored GPT 5 to create a trading strategy. Financial advisors should be in full-blown panic mode.

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Articles, videos and guides

I was laid off from my job where I made over $400,000/year. Here’s why I’m not upset.

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Articles, videos and guides

Introducing the new NexusTrade, the world's first agentic trading marketplace

Robinhood built an AI agent that can barely trade. I built a market where you can sell yours. Copy a real deployed trading bot with a public track record, or describe your idea to Aurora and let its 84 tools research, build, backtest, and validate it. List your own bot and keep up to 95% of every subscription, paid through Stripe. No code required. The app store of AI trading bots is open.

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Articles, videos and guides

[Medium] An Important Update on the Super-Indicator Trading Strategy

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Articles, videos and guides

Moderna basically cured cancer, so I used Grok Bot to create a trading strategy on it. It's DESTROYING the market.

I connected xAI's Grok Bot to NexusTrade, funded a $13,500 Public account, rejected its sector-gated design, and rebuilt it around 26 company-level theses. The replacement passed 4 of 5 out-of-sample folds with a 22.47% worst OOS drawdown and is now live with manual order approval.

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Articles, videos and guides

This is LITERALLY the best mean reverting strategy (theoretically). Here's how I created it with a single click of a button.

Articles, videos and guides

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Articles, videos and guides

This strategy has beaten the market for over 5 years. Here’s how I created it.

Articles, videos and guides

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Strategy research guides

Does LLM Hindsight Change News Sentiment Scores? | NexusTrade

I scored 10 famous stock headlines and summaries with Claude Haiku 5.5, as written and with the company masked. The mean masking gap (0.15) beat mean rerun noise (0.10), and masking also deleted information, so the result is inconclusive.

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Public conversations and agents

GME vs NVDA Earnings Comparison (2020-2023)

An analysis comparing the full-year earnings of GameStop (GME) and NVIDIA (NVDA) from 2020 to 2023, highlighting profitability, revenue growth, and investment ratings.

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