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That's just link aggregator of everything I consider interesting, especially DL and topological condensed matter physics. @EvgeniyZh
I talked about toric code at a group meeting, so here are my notes. They are a bit terse, but I think give a nice perspective on main ideas
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Encrypted Qubits can be Cloned https://arxiv.org/abs/2501.02757
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Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment https://arxiv.org/abs/2412.19326
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Show HN: Watch 3 AIs compete in real-time stock trading (Score: 154+ in 5 hours)
Link: https://readhacker.news/s/6kmms
Comments: https://readhacker.news/c/6kmms
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.
NBLFQ: a lock-free MPMC queue optimized for low contention https://inria.hal.science/hal-04851700/document
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https://journals.aps.org/prb/abstract/10.1103/PhysRevB.110.245140
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Anomalous Continuous Translations https://arxiv.org/abs/2412.14434
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Are Your LLMs Capable of Stable Reasoning? https://arxiv.org/abs/2412.13147
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Topological Quantum Spin Glass Order and its realization in qLDPC codes https://arxiv.org/abs/2412.13248
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Set of samples from veo2
https://fixupx.com/medhini_n/status/1868773280121077804
https://fixupx.com/doomie/status/1868747266368192543
https://fixupx.com/joeybab3/status/1868791012954718528
https://fixupx.com/ai_for_success/status/1868851632567693625
https://fixupx.com/babaeizadeh/status/1868841586739822638
https://fixupx.com/emollick/status/1868900000463528054
https://fixupx.com/hhm/status/1868773180032290997
https://fixupx.com/noonescente/status/1868761667041202449
https://fixupx.com/hhm/status/1868779762162057481
Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data https://arxiv.org/abs/2412.07762
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How to Build a Quantum Supercomputer: Scaling Challenges and Opportunities https://arxiv.org/abs/2411.10406
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Willow, Our Quantum Chip (🔥 Score: 157+ in 1 hour)
Link: https://readhacker.news/s/6jg7b
Comments: https://readhacker.news/c/6jg7b
Best-of-N Jailbreaking https://arxiv.org/abs/2412.03556
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Mastering Board Games by External and Internal Planning with Language Models https://storage.googleapis.com/deepmind-media/papers/SchultzAdamek24Mastering/SchultzAdamek24Mastering.pdf
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Playing Chess with 84,688 Regular Expressions (🔥 Score: 151+ in 3 hours)
Link: https://readhacker.news/s/6kGte
Comments: https://readhacker.news/c/6kGte
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings https://arxiv.org/abs/2501.01257
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Putnam-AXIOM: A Functional and Static Benchmark for Measuring Higher Level Mathematical Reasoning https://openreview.net/forum?id=YXnwlZe0yf&noteId=yrsGpHd0Sf
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POEX: Policy Executable Embodied AI Jailbreak Attacks https://arxiv.org/abs/2412.16633
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Summary of the year for the channel "Just links" from @TGStat
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Introduction to Black Hole Thermodynamics https://arxiv.org/abs/2412.16795
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Experimental Demonstration of Logical Magic State Distillation https://arxiv.org/abs/2412.15165
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What no one has seen before: gravitational waveforms from warp drive collapse https://arxiv.org/abs/2406.02466
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ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation https://arxiv.org/abs/2412.09754
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When a Crystal Ball Isn’t Enough to Make You Rich https://elmwealth.com/crystal-ball/
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Konwinski Prize
$1M for the AI that can close 90% of new GitHub issues
https://www.kaggle.com/competitions/konwinski-prize
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators https://openreview.net/forum?id=J2wI2rCG2u
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Waymo announces Miami as its next ride hailing city (🔥 Score: 154+ in 2 hours)
Link: https://readhacker.news/s/6j3Lv
Comments: https://readhacker.news/c/6j3Lv
Perception Test 2024: Challenge Summary and a Novel Hour-Long VideoQA Benchmark https://arxiv.org/abs/2411.19941
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Anti-topological crystal and non-Abelian liquid in twisted semiconductor bilayers https://arxiv.org/abs/2411.19898
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