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Research#Astronomy🔬 ResearchAnalyzed: Jan 10, 2026 09:20

Formation of Double Hot Jupiters in Binary Systems: The WASP-94 Example

Published:Dec 19, 2025 22:29
1 min read
ArXiv

Analysis

This article from ArXiv likely presents a scientific study investigating the formation mechanisms of Hot Jupiters in binary star systems, specifically focusing on the WASP-94 system. The research uses mirrored ZLK migration to explain the observed planetary configuration.
Reference

“The study focuses on the WASP-94 system.”

PermalinkArXiv
Research#speech recognition📝 BlogAnalyzed: Jan 3, 2026 01:47

Speechmatics CTO - Next-Generation Speech Recognition

Published:Oct 23, 2024 22:38
1 min read
ML Street Talk Pod

Analysis

This article provides a concise overview of Speechmatics' approach to Automatic Speech Recognition (ASR), highlighting their innovative techniques and architectural choices. The focus on unsupervised learning, achieving comparable results with significantly less data, is a key differentiator. The discussion of production architecture, including latency considerations and lattice-based decoding, reveals a practical understanding of real-world deployment challenges. The article also touches upon the complexities of real-time ASR, such as diarization and cross-talk handling, and the evolution of ASR technology. The emphasis on global models and mirrored environments suggests a commitment to robustness and scalability.
Reference

“Williams explains why this is more efficient and generalizable than end-to-end models like Whisper.”

PermalinkML Street Talk Pod
Research#llm👥 CommunityAnalyzed: Jan 3, 2026 09:41

GPT-4 "discovered" the same sorting algorithm as AlphaDev by removing "mov S P"

Published:Jun 8, 2023 19:37
1 min read
Hacker News

Analysis

The article highlights an interesting finding: GPT-4, a large language model, was able to optimize a sorting algorithm in a way that mirrored the approach used by AlphaDev, a system developed by DeepMind. The key optimization involved removing the instruction "mov S P". This suggests that LLMs can be used for algorithm optimization and potentially discover efficient solutions.
Reference

“The article's core claim is that GPT-4 achieved the same optimization as AlphaDev by removing a specific instruction.”

PermalinkHacker News