Alexis Rondeau

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Saved on Hacker News · submitted by sunnynagra

A live dashboard where you can watch GPT-4, Claude 3, and Gemini analyze market data and make daily stock trades with real money. Each AI explains its reasoning, and you can compare their different approaches to the same data.

Link: https://trading.snagra.com?utm_source=hn (no signup required)

What you can try right now: - Watch live trades from GPT-4, Claude 3, and Gemini - Read each AI's full analysis and reasoning - Compare their different interpretations of the same market data - Track their real-time performance and win rates - View historical trades and performance metrics

Built this over the holidays to study how different AI models approach financial decisions. Each morning at 9:30 AM EST, the AIs analyze market data and make real trades with $5 stakes.

Technical Implementation: - Next.js frontend with real-time updates - Node.js/Lambda backend for AI processing - PostgreSQL for trade tracking - Alpaca API for automated trading - Consistent prompts for all models

Data Flow: 1. Daily market analysis (9:30 AM EST) 2. Each AI gets identical inputs: - Financial headlines - Market summaries - Technical indicators - Earnings reports 3. AIs provide: - Stock picks with reasoning - Entry/exit conditions - Risk assessment 4. Automated trade execution

Note: This is an experiment in AI behavior, not investment advice. The goal is to study how different LLMs interpret financial data and make decisions with real consequences.

I'll be around to answer questions about the implementation.

Bookmarked from David Perell @david_perell

Ray Bradbury had a sign over his desk that said: “Don’t think.”

His point is that writing is an exercise in surprising yourself. Time and again, you’ll find that putting words on the page helps you realize things that’ve been living in the forefront of your mind, but below the register of conscious thought.

Bookmarked from Shay Boloor @StockSavvyShay

Here’s my cheat sheet for the top 15 semiconductor companies heading into 2025 🧐

1. $NVDA -- The leader in AI GPUs & a critical enabler of gen AI & deep learning, positioned to dominate as demand for AI compute surges globally.

2. $AVGO -- A semiconductor & connectivity powerhouse benefiting from hyperscaler custom chip demand & its growing role in AI networking infrastructure.

3. $TSM -- The world's largest chip manufacturer & a key player in the AI supply chain, with advanced-node semiconductors giving it unmatched pricing power.

4. $ASML -- The backbone of semiconductor manufacturing with a monopoly on EUV lithography, indispensable for producing the advanced chips driving AI & next-gen technologies.

5. $AMD -- Expanding its market share in AI GPUs & data centers, with the MI300 series providing strong competition to $NVDA in the AI hardware space.

6. $QCOM -- A leader in wireless & mobile chipsets, Qualcomm is set to benefit from AI’s integration into smartphones, IoT devices, & edge computing applications.

7. $AMAT -- A key supplier of semiconductor equipment, specializing in materials engineering & critical technologies required for advanced-node production.

8. $ARM -- At the forefront of the AI & IoT revolution, driving innovation with its energy-efficient IP architecture used across mobile, edge, & cloud AI applications.

9. $MRVL -- A leader in connectivity & custom silicon, benefiting from demand for high-speed networking solutions as AI workloads drive hyperscale data center expansions.

10. $INTC -- In the midst of a turnaround, Intel is heavily investing in its foundry business & advanced-node development, aiming to reclaim leadership in semiconductor manufacturing.

11. $MU -- Positioned to benefit from the explosion in data generated by AI, as a key supplier of DRAM & NAND for high-performance computing and data centers.

12. $LRCX -- A leader in wafer fabrication equipment, benefiting directly from increasing demand for advanced semiconductors used in AI & 5G.

13. $KLAC -- A leader in process control & semiconductor manufacturing equipment, ensuring high yields & efficiency for advanced-node chip production.

14. $CDNS -- Essential in chip design, Cadence’s software tools enable the development of advanced semiconductors, making it a key player in the semiconductor & AI ecosystem.

15. $ALAB – A rising star in AI interconnectivity, enabling seamless data flow in data centers with its CXL & PCIe solutions, critical for next-gen architectures.