LinqAlpha Blog
AI & Equity Research

Featured
Featured

Industry Insights

Industry Insights

How Leading Tech Companies Are Betting on AI, Efficiency, and Resilience

What LinqAlpha Learned from the J.P. Morgan Global TMC Conference (May 2025)

Hojun Choi

Hojun Choi

May 22, 2025

May 22, 2025

View All

Engineering

Industry Insights

Product

Customers&Partners

Company News

Hojun Choi

May 22, 2025

How Leading Tech Companies Are Betting on AI, Efficiency, and Resilien...
LinqAlpha API launch announcement image for instant access to market data with AI search

Jacob Chanyeol Choi

Feb 6, 2025

Introducing LinqAlpha API – Instant Market Data Access
Diagram showing three accuracy guardrails used in LinqAlpha�셲 AI hallucination prevention

Jacob Chanyeol Choi

Nov 5, 2024

Introducing Linq Alpha—Accuracy Explained (Part 4: 3 Guardrails Preven...
Illustration of finance-specific embedding model architecture for fundamental research

Jacob Chanyeol Choi

Aug 28, 2024

Introducing Linq Alpha—Accuracy Explained (Part 3: Finance-Specific Em...
Diagram of LinqAlpha�셲 hybrid semantic and keyword search system

Jacob Choi

Aug 21, 2024

Introducing Linq Alpha—Accuracy Explained (Part 2: Hybrid Search)
Comparison graphic of deterministic and probabilistic models in AI accuracy

Jacob Chanyeol Choi

Jul 26, 2024

Introducing Linq Alpha—Accuracy Explained (Part 1: Deterministic Model...
Visual metaphor of magnifying glass for hedge fund investment insight

Jacob Chanyeol Choi

Jul 2, 2024

Answers That Matter to Hedge Fund Analysts
Conference badge for NAACL 2024 paper on multilingual AI embeddings

Jacob Chanyeol Choi

Jun 17, 2024

Improving Multi-lingual Embeddings Through Soft Contrastive Learning A...
ICLR 2024 acceptance banner for LinqAlpha�셲 Re-Ex model improving LLM trustworthiness

Jacob Chanyeol Choi

May 12, 2024

Re-Ex Accepted at ICLR 2024: Enhancing LLM Trustworthiness
EMNLP 2023 acceptance for Eval-RAG, a model enhancing factuality in retrieval-augmented generation

Jacob Chanyeol Choi

Dec 11, 2023

Eval-RAG Accepted at EMNLP 2023: Reducing Hallucinations of LLMs in Pr...
LinqAlpha and MassChallenge FinTech partnership announcement

MassChallenge

Feb 13, 2024

MassChallenge Announces 2024 FinTech Cohort
LinqAlpha's winning entry for Samsung Open Collaboration in AI-driven finance

Aithority

Oct 30, 2023

Linq Wins Samsung Open Collaboration with LLM Solution - Hosted by Sam...
Techstars Boston cohort announcement featuring LinqAlpha

Techstars Boston

Sep 13, 2023

Meet the Techstars Boston Class of 2023
Launch of Linq-Embed-Mistral for best-in-class text retrieval in finance

Jacob Chanyeol Choi & Junseong Kim

May 29, 2024

Introducing Linq-Embed-Mistral: The World’s Best in Text Retrieval

View All

Engineering

Industry Insights

Product

Customers&Partners

Company News

Hojun Choi

May 22, 2025

How Leading Tech Companies Are Betting on AI, Efficiency, and Resilien...
LinqAlpha API launch announcement image for instant access to market data with AI search

Jacob Chanyeol Choi

Feb 6, 2025

Introducing LinqAlpha API – Instant Market Data Access
Diagram showing three accuracy guardrails used in LinqAlpha�셲 AI hallucination prevention

Jacob Chanyeol Choi

Nov 5, 2024

Introducing Linq Alpha—Accuracy Explained (Part 4: 3 Guardrails Preven...
Illustration of finance-specific embedding model architecture for fundamental research

Jacob Chanyeol Choi

Aug 28, 2024

Introducing Linq Alpha—Accuracy Explained (Part 3: Finance-Specific Em...
Diagram of LinqAlpha�셲 hybrid semantic and keyword search system

Jacob Choi

Aug 21, 2024

Introducing Linq Alpha—Accuracy Explained (Part 2: Hybrid Search)
Comparison graphic of deterministic and probabilistic models in AI accuracy

Jacob Chanyeol Choi

Jul 26, 2024

Introducing Linq Alpha—Accuracy Explained (Part 1: Deterministic Model...
Visual metaphor of magnifying glass for hedge fund investment insight

Jacob Chanyeol Choi

Jul 2, 2024

Answers That Matter to Hedge Fund Analysts
Conference badge for NAACL 2024 paper on multilingual AI embeddings

Jacob Chanyeol Choi

Jun 17, 2024

Improving Multi-lingual Embeddings Through Soft Contrastive Learning A...
ICLR 2024 acceptance banner for LinqAlpha�셲 Re-Ex model improving LLM trustworthiness

Jacob Chanyeol Choi

May 12, 2024

Re-Ex Accepted at ICLR 2024: Enhancing LLM Trustworthiness
EMNLP 2023 acceptance for Eval-RAG, a model enhancing factuality in retrieval-augmented generation

Jacob Chanyeol Choi

Dec 11, 2023

Eval-RAG Accepted at EMNLP 2023: Reducing Hallucinations of LLMs in Pr...
LinqAlpha and MassChallenge FinTech partnership announcement

MassChallenge

Feb 13, 2024

MassChallenge Announces 2024 FinTech Cohort
LinqAlpha's winning entry for Samsung Open Collaboration in AI-driven finance

Aithority

Oct 30, 2023

Linq Wins Samsung Open Collaboration with LLM Solution - Hosted by Sam...
Techstars Boston cohort announcement featuring LinqAlpha

Techstars Boston

Sep 13, 2023

Meet the Techstars Boston Class of 2023
Launch of Linq-Embed-Mistral for best-in-class text retrieval in finance

Jacob Chanyeol Choi & Junseong Kim

May 29, 2024

Introducing Linq-Embed-Mistral: The World’s Best in Text Retrieval

View All

Engineering

Industry Insights

Product

Customers&Partners

Company News

Hojun Choi

May 22, 2025

How Leading Tech Companies Are Betting on AI, Efficiency, and Resilien...
LinqAlpha API launch announcement image for instant access to market data with AI search

Jacob Chanyeol Choi

Feb 6, 2025

Introducing LinqAlpha API – Instant Market Data Access
Diagram showing three accuracy guardrails used in LinqAlpha�셲 AI hallucination prevention

Jacob Chanyeol Choi

Nov 5, 2024

Introducing Linq Alpha—Accuracy Explained (Part 4: 3 Guardrails Preven...
Illustration of finance-specific embedding model architecture for fundamental research

Jacob Chanyeol Choi

Aug 28, 2024

Introducing Linq Alpha—Accuracy Explained (Part 3: Finance-Specific Em...
Diagram of LinqAlpha�셲 hybrid semantic and keyword search system

Jacob Choi

Aug 21, 2024

Introducing Linq Alpha—Accuracy Explained (Part 2: Hybrid Search)
Comparison graphic of deterministic and probabilistic models in AI accuracy

Jacob Chanyeol Choi

Jul 26, 2024

Introducing Linq Alpha—Accuracy Explained (Part 1: Deterministic Model...
Visual metaphor of magnifying glass for hedge fund investment insight

Jacob Chanyeol Choi

Jul 2, 2024

Answers That Matter to Hedge Fund Analysts
Conference badge for NAACL 2024 paper on multilingual AI embeddings

Jacob Chanyeol Choi

Jun 17, 2024

Improving Multi-lingual Embeddings Through Soft Contrastive Learning A...
ICLR 2024 acceptance banner for LinqAlpha�셲 Re-Ex model improving LLM trustworthiness

Jacob Chanyeol Choi

May 12, 2024

Re-Ex Accepted at ICLR 2024: Enhancing LLM Trustworthiness
EMNLP 2023 acceptance for Eval-RAG, a model enhancing factuality in retrieval-augmented generation

Jacob Chanyeol Choi

Dec 11, 2023

Eval-RAG Accepted at EMNLP 2023: Reducing Hallucinations of LLMs in Pr...
LinqAlpha and MassChallenge FinTech partnership announcement

MassChallenge

Feb 13, 2024

MassChallenge Announces 2024 FinTech Cohort
LinqAlpha's winning entry for Samsung Open Collaboration in AI-driven finance

Aithority

Oct 30, 2023

Linq Wins Samsung Open Collaboration with LLM Solution - Hosted by Sam...
Techstars Boston cohort announcement featuring LinqAlpha

Techstars Boston

Sep 13, 2023

Meet the Techstars Boston Class of 2023
Launch of Linq-Embed-Mistral for best-in-class text retrieval in finance

Jacob Chanyeol Choi & Junseong Kim

May 29, 2024

Introducing Linq-Embed-Mistral: The World’s Best in Text Retrieval