Topological Quantum Spin Glass Order and its realization in qLDPC codes https://arxiv.org/abs/2412.13248
arXiv.org
Topological Quantum Spin Glass Order and its realization in qLDPC codes
Ordered phases of matter have close connections to computation. Two prominent examples are spin glass order, with wide-ranging applications in machine learning and optimization, and topological...
👍2
What no one has seen before: gravitational waveforms from warp drive collapse https://arxiv.org/abs/2406.02466
arXiv.org
What no one has seen before: gravitational waveforms from warp...
Despite originating in science fiction, warp drives have a concrete description in general relativity, with Alcubierre first proposing a spacetime metric that supported faster-than-light travel....
👍1😁1
Are Your LLMs Capable of Stable Reasoning? https://arxiv.org/abs/2412.13147
arXiv.org
Are Your LLMs Capable of Stable Reasoning?
The rapid advancement of large language models (LLMs) has shown remarkable progress in complex reasoning tasks. However, a significant disparity exists between benchmark performances and...
👍4
Experimental Demonstration of Logical Magic State Distillation https://arxiv.org/abs/2412.15165
arXiv.org
Experimental Demonstration of Logical Magic State Distillation
Realizing universal fault-tolerant quantum computation is a key goal in quantum information science. By encoding quantum information into logical qubits utilizing quantum error correcting codes,...
👍3
Anomalous Continuous Translations https://arxiv.org/abs/2412.14434
arXiv.org
Anomalous Continuous Translations
We discuss a large class of non-relativistic continuum field theories where the Euclidean spatial symmetry of the classical theory is violated in the quantum theory by an Adler-Bell-Jackiw-like...
Introduction to Black Hole Thermodynamics https://arxiv.org/abs/2412.16795
arXiv.org
Introduction to Black Hole Thermodynamics
These notes aim to provide an introduction to the basics of black hole thermodynamics. After explaining Bekenstein's original proposal that black holes have entropy, we discuss Hawking's discovery...
👍3
Just links
Identifying the topological order of quantized half-filled Landau levels through their daughter states https://arxiv.org/abs/2405.03780 https://twitter.com/evgeniyzhe/status/1788082384916689357
Physical Review B
Identifying the topological order of quantized half-filled Landau levels through their daughter states
Identifying the topological order of potentially non-Abelian half-filled quantum Hall states is notoriously difficult. While ``daughter states'' have been proposed as a signature, existing calculations were incomplete. This work provides a comprehensive framework…
NBLFQ: a lock-free MPMC queue optimized for low contention https://inria.hal.science/hal-04851700/document
POEX: Policy Executable Embodied AI Jailbreak Attacks https://arxiv.org/abs/2412.16633
arXiv.org
POEX: Understanding and Mitigating Policy Executable Jailbreak...
Embodied AI systems are rapidly evolving due to the integration of LLMs as planning modules, which transform complex instructions into executable policies. However, LLMs are vulnerable to...
👀2
Forwarded from Hacker News
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.
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.
AI Trading Arena
Battle of the Bots: AI Trading Arena
Watch as three advanced AI models compete in real-time, analyzing market trends and making trading decisions.
👍7❤4
Putnam-AXIOM: A Functional and Static Benchmark for Measuring Higher Level Mathematical Reasoning https://openreview.net/forum?id=YXnwlZe0yf¬eId=yrsGpHd0Sf
openreview.net
Putnam-AXIOM: A Functional and Static Benchmark for Measuring...
As large language models (LLMs) continue to advance, many existing benchmarks designed to evaluate their reasoning capabilities are becoming saturated. Therefore, we present the Putnam-AXIOM...
Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment https://arxiv.org/abs/2412.19326
arXiv.org
Task Preference Optimization: Improving Multimodal Large Language...
Current multimodal large language models (MLLMs) struggle with fine-grained or precise understanding of visuals although they give comprehensive perception and reasoning in a spectrum of vision...
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings https://arxiv.org/abs/2501.01257
arXiv.org
CodeElo: Benchmarking Competition-level Code Generation of LLMs...
With the increasing code reasoning capabilities of existing large language models (LLMs) and breakthroughs in reasoning models like OpenAI o1 and o3, there is a growing need to develop more...
👍1
Encrypted Qubits can be Cloned https://arxiv.org/abs/2501.02757
arXiv.org
Encrypted Qubits can be Cloned
We show that encrypted cloning of unknown quantum states is possible. Any number of encrypted clones of a qubit can be created through a unitary transformation, and each of the encrypted clones...
Forwarded from Hacker News
Playing Chess with 84,688 Regular Expressions (🔥 Score: 151+ in 3 hours)
Link: https://readhacker.news/s/6kGte
Comments: https://readhacker.news/c/6kGte
Link: https://readhacker.news/s/6kGte
Comments: https://readhacker.news/c/6kGte
Carlini
Regex Chess: A 2-ply minimax chess engine in 84,688 regular expressions
I wrote a (list of) regular expressions that will play a (not very good) chess game by running a 2-ply minimax search.
👀5❤1👍1
toric_code.pdf
370.8 KB
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
1👍6🔥2
Time-reversal symmetry breaking fractional quantum spin Hall insulator in moiré MoTe2 https://arxiv.org/abs/2501.02525
arXiv.org
Time-reversal symmetry breaking fractional quantum spin Hall...
Twisted bilayer transition metal dichalcogenide semiconductors, which support flat Chern bands with enhanced interaction effects, realize a platform for fractional Chern insulators and fractional...
First-order quantum breakdown of superconductivity in an amorphous superconductor https://www.nature.com/articles/s41567-024-02713-8
Nature
First-order quantum breakdown of superconductivity in an amorphous superconductor
Nature Physics - A first-order, disorder-driven, superconductor–insulator phase transition is demonstrated. This is in contrast with the usually observed second-order transition and...
Soft symmetries of topological orders https://arxiv.org/abs/2501.03314
arXiv.org
Soft symmetries of topological orders
(2+1)D topological orders possess emergent symmetries given by a group $\text{Aut}(\mathcal{C})$, which consists of the braided tensor autoequivalences of the modular tensor category $\mathcal{C}$...
👍1