Research
Industry Verticals
20 documents
Alternative Data and AI in Buy-Side Research: The Missing Source Layer
Source credibility: MEDIUM. TIER 1-3.
May 2026
Buy-Side Quant AI Practitioner Signals: What Systematic Quant Shops Are Showing in Public
Source credibility: LOW-MEDIUM to MEDIUM. TIER 2-3.
May 2026
Clinical-Trial Approval Forecasting, Hedge-Fund Links, and Adjacent Predictive Edges
DRAFT — evidence map under active verification Public sources show models, affiliations, hiring intent, and vendor claims.
August 2026
Earnings-Call Voice Analysis: Research, Data, and Investment Use Cases
Source files: earnings-call-voice-analysis-2026-raw.md
March 2026
Finance Firm Strategy: What HFT, Hedge Funds, Prop Shops, and Asset Managers Are Actually Exposing
The public record supports investing in a governed research-and-engineering system,
August 2026
Finance/Quant AI Objective Coverage Audit
Document role: internal completion audit for the active finance/quant AI
May 2026
Global Quant and AI Manager Map: Public Signals, Strategy Taxonomy, and League-Table Limits
Source posture: This is a public-signal map, not a performance ranking.
August 2026
What GMO, Acadian, Arrowstreet, and Selected Quantitative Managers Are Showing About AI: Strategy, Talent, and Public Signals
The conference follow-up now includes the organizer's full AI Engineer talk atlas and organization directory, not only channel titles or the Ne
March 2026
Hedge-Fund AI Labs, Research Agents, and Academic Lineage: What the Public Record Actually Connects
DRAFT — evidence map under active verification Public sources show disclosed structures and professional histories.
August 2026
Hedge-Fund AI Personnel: Title-Signal Sweep and Coverage Audit
Our personnel coverage is strongest where a firm publishes both a named AI remit
March 2026
Hedge-Fund AI Podcast and Video Practitioner Signals
The expanded pass added firm-controlled YouTube, publisher transcript, podcast-index, and guest-name discovery to the existing RSS workflow.
March 2026
Hedge-Fund AI Speaker Network: Conference Surfaces and Application Routes
and linked media were checked. Recording and access status is marked separately
March 2026
Hedge-Fund AI Capability Audit: Models, Embeddings, Agents, and Evidence Boundaries
Source files: hedge-fund-domain-model-agentic-job-audit-2026-raw.md · [hedge-fund-ml-predictive-edge-prospe
March 2026
Hedge-Fund League Tables, Strategy Indices, and Manager Directories
There is no single public, transparent league table that simultaneously covers quantitative/systematic hedge funds, strategy focus, emerging managers, and AI/ML depth.
March 2026
Hedge-Fund ML Predictive Edges: Prospectus and Public-Disclosure Audit
DRAFT — evidence map under active verification This page separates public strategy disclosure, model-risk language, academic evidence, and research hypot
August 2026
Hedge Fund Research-Machine Leakage: Public Quant Podcast And Media Signals
Source posture: this is a signal map from public and archived sources: podcasts, YouTube/RSS transcripts, firm pages, conference talks, investor letters, public reporting, and 13F/positioning su
March 2026
Hedge-Fund Token Burn per Employee: What the Public Record Can and Cannot Say
The best current public hedge-fund signal is HRT. Iain Dunning, HRT's Head of AI,
March 2026
Jane Street Signals and Threads — title-blind infrastructure and ML expansion
Episode URL: multiple canonical episode pages listed below.
March 2026
TC43 and emerging AI/quant manager intake
The TC43 search expands the universe beyond large, well-documented quantitative managers.
March 2026
TradeTech FX 2026: AI, Quant, and Buy-Side Sessions
The IQPC brochure places TradeTech FX 2026 in Amsterdam on September 15–17,
March 2026