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  • All entries83,164
  • Agents7,154
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  • Industry6,077
  • Local Ai4,639
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  • Research18,857
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  • Syntheses17
  • Tools1,664
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83,164Total entries
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12Categories

Knowledge catalogue

Search: “companies”

GridTimelineEvolution
49+ results
Research

DBpedia-Enriched Company Representation for B2B Lead Recommendation

DGX agent

arXiv:2606.28355v1 Announce Type: cross Abstract: Selecting which companies to approach is a central challenge in business-to-business (B2B) sales, where decisions are often based on manual research a

researcharxiv-cs-lg
30 Jun 2026
DGX agent

Content type
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Research

AI-Augmented Human Resource Management? Insights from German companies

DGX agent

arXiv:2607.13839v1 Announce Type: cross Abstract: This study examines the integration of AI into Human Resource Management in German companies. We ask if and how AI-based technologies are enquote{augm

researcharxiv-cs-ai
16 Jul 2026
Safety

Fairness Auditing: Lower Bounds on Company Manipulation

DGX agent

arXiv:2608.00568v1 Announce Type: new Abstract: Fairness audits are increasingly mandated in high-stakes applications such as hiring, lending, and automated decision-making. Recent work has establishe

safetyarxiv-cs-lg
4 Aug 2026
Agents

JaleesBench: Are AI Assistants Good Spiritual Company?

DGX agent

arXiv:2608.07508v1 Announce Type: cross Abstract: Large language models are already advisors to millions of people of faith who bring them real decisions. The pressing question for a person of faith i

agentsarxiv-cs-ai
11 Aug 2026
Research

The Company You Keep: How LLMs Respond to Dark Triad Traits

DGX agent

arXiv:2603.04299v3 Announce Type: replace Abstract: Large Language Models (LLMs) often exhibit highly agreeable and reinforcing conversational styles, also known as AI-sycophancy. Although this behavi

researcharxiv-cs-cl
5 May 2026
Agents

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

DGX agent

arXiv:2604.22446v1 Announce Type: new Abstract: Individual agent capabilities have advanced rapidly through modular skills and tool integrations, yet multi-agent systems remain constrained by fixed te

agentsarxiv-cs-ai
27 Apr 2026
Applications

Dynamic Forecasting and Temporal Feature Evolution of Stock Repurchases in Listed Companies Using Attention-Based Deep Temporal Networks

DGX agent

arXiv:2604.09650v1 Announce Type: cross Abstract: Accurately predicting stock repurchases is crucial for quantitative investment and risk management, yet traditional static models fail to capture the

applicationsarxiv-cs-ai
14 Apr 2026
Research

FinTexTS: Financial Text-Paired Time-Series Dataset via Semantic-Based and Multi-Level Pairing

DGX agent

arXiv:2603.02702v3 Announce Type: replace Abstract: The financial domain involves a variety of important time-series problems. Recently, time-series analysis methods that jointly leverage textual and

researcharxiv-cs-ai
28 May 2026
Model Releases

FinTradeBench: A Financial Reasoning Benchmark for LLMs

DGX agent

arXiv:2603.19225v3 Announce Type: replace-cross Abstract: Real-world financial decision-making is a challenging problem that requires reasoning over heterogeneous signals, including company fundamenta

model-releasesarxiv-cs-ai
4 Jun 2026
Research

Spam and Sentiment Detection in Arabic Tweets Using MARBERT Model

DGX agent

arXiv:2606.25495v1 Announce Type: new Abstract: Saudi Telecom Company (STC) is among the most popular companies in Saudi Arabia, with many customers. Yet, there is still a big room for improvement in

researcharxiv-cs-cl
25 Jun 2026
Model Releases

GHGbench: A Unified Multi-Entity, Multi-Task Benchmark for Carbon Emission Prediction

DGX agent

arXiv:2605.13743v1 Announce Type: new Abstract: Open datasets and benchmarks for entity-level carbon-emission prediction remain fragmented across access, scale, granularity, and evaluation. We introdu

model-releasesarxiv-cs-lg
14 May 2026
Safety

Separation Assurance between Heterogeneous Fleets of Small Unmanned Aerial Systems via Multi-Agent Reinforcement Learning

DGX agent

arXiv:2605.01041v1 Announce Type: cross Abstract: In the envisioned future dense urban airspace, multiple companies will operate heterogeneous fleets of small unmanned aerial systems (sUASs), where ea

safetyarxiv-cs-lg
5 May 2026
Safety

Risk Reporting for Developers' Internal AI Model Use

DGX agent

arXiv:2604.24966v1 Announce Type: cross Abstract: Frontier AI companies first deploy their most advanced models internally, for weeks or months of safety testing, evaluation, and iteration, before a p

safetyarxiv-cs-ai
30 Apr 2026
Model Releases

Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses

DGX agent

arXiv:2608.07037v1 Announce Type: cross Abstract: Small businesses often have only 12-24 months of accounting history, yet planning and risk workflows require coordinated forecasts across financial st

model-releasesarxiv-cs-ai
10 Aug 2026
Research

An Exploratory Study on LLM-Generated Code and Comments in Code Repositories

DGX agent

arXiv:2607.01867v1 Announce Type: cross Abstract: The use of LLMs in software development has become increasingly widespread on tasks such as code generation and summarization. Reports from large tech

researcharxiv-cs-ai
3 Jul 2026
Model Releases

Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls

DGX agent

arXiv:2605.03147v1 Announce Type: new Abstract: Earnings calls are a key source of financial information about public companies. However, extracting information from these calls is difficult. Unlike t

model-releasesarxiv-cs-cl
6 May 2026
Model Releases

Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest

DGX agent

arXiv:2604.08525v1 Announce Type: cross Abstract: Today's large language models (LLMs) are trained to align with user preferences through methods such as reinforcement learning. Yet models are beginni

model-releasesarxiv-cs-cl
10 Apr 2026
Safety

Observational Policy Ranking for SMB Financial Guidance from Multi-Action Accounting Logs

DGX agent

arXiv:2608.10050v1 Announce Type: new Abstract: Small and medium-sized businesses need timely financial guidance, yet historical accounting logs record self-selected and often co-occurring business ch

safetyarxiv-cs-lg
12 Aug 2026
Safety

What We Know about Responsible AI Practices in Industry: A Half Decade of Empirical Research

DGX agent

arXiv:2608.10431v1 Announce Type: cross Abstract: Responsible AI (RAI) has become a central concern for technology companies, regulators, and the public. How industry practitioners interpret, implemen

safetyarxiv-cs-ai
12 Aug 2026
Model Releases

Does a Toehold Make a Bidder Bolder? Preemption and Multiplicity in Multi-Round Takeover Auctions

DGX agent

arXiv:2608.08407v1 Announce Type: cross Abstract: A bidder can quietly buy a stake in a company before making an offer for it. That stake, a toehold, is supposed to pay for itself twice: it makes the

model-releasesarxiv-cs-ai
11 Aug 2026
Research

Can Language Models Identify Shadow Trading Targets? An NLP Evaluation of SEC Enforcement Theory

DGX agent

arXiv:2608.01322v1 Announce Type: new Abstract: Shadow trading -- trading in a peer firm's securities on the basis of material nonpublic information (MNPI) about an 'economically linked' company -- is

researcharxiv-cs-cl
4 Aug 2026
Model Releases

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races

DGX agent

arXiv:2608.01193v1 Announce Type: cross Abstract: An AI development race creates a multi-agent safety dilemma. Each company can develop slowly and safely, or move faster while taking a risk that may r

model-releasesarxiv-cs-lg
4 Aug 2026
Research

Exploring Block Anomaly Detection In HDFS Log Data Analysis

DGX agent

arXiv:2607.29383v1 Announce Type: new Abstract: In recent years, with the development of big data technology, increasingly more companies use HDFS for data processing and storage. As a result, the mai

researcharxiv-cs-lg
3 Aug 2026
Research

Shapley-Value-Based Feature Attribution for Data Masking

DGX agent

arXiv:2607.28946v1 Announce Type: new Abstract: Despite its many benefits, widespread access to individuals' personal data also causes severe privacy concerns for consumers, companies, and policymaker

researcharxiv-cs-lg
3 Aug 2026
Model Releases

GAUGE: Grading Agent-Built Financial Models Without a Golden Answer

DGX agent

arXiv:2607.24889v1 Announce Type: cross Abstract: Financial models combine public disclosures with analyst assumptions to produce forecasts and valuations. While some components can be checked mechani

model-releasesarxiv-cs-ai
29 Jul 2026
Model Releases

HANDBOOK.md: A Benchmark for Long-Context Agentic Instruction Following

DGX agent

arXiv:2607.25398v1 Announce Type: new Abstract: Language-model agents are increasingly deployed under standing instructions: a system prompt, a policy file, or a skills document is placed in context,

model-releasesarxiv-cs-ai
29 Jul 2026
Model Releases

Who Gets Named: Citation Type Predicts Individual Naming by Grounded Language Models, and a Roster Instrument Captures 0.5% of It

DGX agent

arXiv:2607.23893v1 Announce Type: cross Abstract: Prior work on AI brand visibility measures the firm: does a model recommend a company, and does that track its reputation. This study asks the questio

model-releasesarxiv-cs-cl
28 Jul 2026
Research

Grounded Event Extraction from SEC 8-K Filings with a Fine-Grained Taxonomy

DGX agent

arXiv:2607.08346v1 Announce Type: new Abstract: Form 8-K filings are the primary channel through which U.S. public companies disclose material events, but the SEC item codes attached to them are coars

researcharxiv-cs-cl
10 Jul 2026
Applications

Gaming Consensus: Coordinated Manipulation in Crowdsourced Fact-Checking

DGX agent

arXiv:2607.01824v1 Announce Type: new Abstract: Crowdsourced fact-checking systems have been adopted by major social media companies such as X, Meta, TikTok and Google with the aim of combating mislea

applicationsarxiv-cs-lg
3 Jul 2026
Applications

Evidence-Supported Credit Risk Report Generation Using News-Centric Financial Knowledge Graphs

DGX agent

arXiv:2607.01023v1 Announce Type: new Abstract: Financial markets evolve in response to real-world events reported in news, yet these drivers often remain implicit in text. To better explain market dy

applicationsarxiv-cs-cl
2 Jul 2026
Research

How Much Due Diligence Before You Bid? Learning in Intractable Takeover Auctions

DGX agent

arXiv:2606.29457v1 Announce Type: new Abstract: When two companies bid to buy the same target, no one knows exactly what the target is worth. Each bidder pays for due diligence: costly, imperfect home

researcharxiv-cs-ai
30 Jun 2026
Model Releases

PolicyGuard: A Dialogue-Grounded Sub-Agent Verifier for Policy Adherence in LLM Agents

DGX agent

arXiv:2606.29225v1 Announce Type: new Abstract: LLM agents handle user requests on behalf of organizations through tool calls and must follow the company policies stated in their system prompts. Prior

model-releasesarxiv-cs-ai
30 Jun 2026
Model Releases

Do Encoders Suffice? A Systematic Comparison of Encoder and Decoder Safety Judges for LLM Adversarial Evaluation

DGX agent

arXiv:2606.25782v1 Announce Type: new Abstract: With the widespread adoption of large language models (LLMs) in chatbots and everyday applications, companies increasingly need guardrails that are effe

model-releasesarxiv-cs-cl
25 Jun 2026
Research

How Large Language Models Source Brand Reputation Across Languages and Markets

DGX agent

arXiv:2606.25787v1 Announce Type: cross Abstract: When a large language model (LLM) answers a question about a company, it grounds the answer in retrieved web sources, and those sources decide what th

researcharxiv-cs-cl
25 Jun 2026
Model Releases

MacroLens: A Multi-Task Benchmark for Contextual Financial Reasoning under Macroeconomic Scenarios

DGX agent

arXiv:2606.24950v1 Announce Type: new Abstract: Financial decision-making is contextual: forecasting prices, valuing companies, and assessing event exposure weigh price history, accounting fundamental

model-releasesarxiv-cs-lg
25 Jun 2026
Agents

Probabilistic Agents in Deterministic Audits: Evaluating Multi-Agent Systems for Automated Audits Based on the German IT-Grundschutz

DGX agent

arXiv:2606.25622v1 Announce Type: cross Abstract: The NIS-2 Directive mandates robust Risk Management from thousands of small and medium enterprises. To ensure compliance, companies rely on establishe

agentsarxiv-cs-ai
25 Jun 2026
Research

Combinatorial Allocation Bandits with Nonlinear Arm Utility

DGX agent

arXiv:2603.07005v2 Announce Type: replace Abstract: A matching platform is a system that matches participants of different types, such as companies and job-seekers. In such a platform, maximizing matc

researcharxiv-cs-lg
23 Jun 2026
Applications

From Complaint Narratives to Monetary Relief: A Hybrid Machine Learning Framework for CFPB Consumer Complaints

DGX agent

arXiv:2606.22664v1 Announce Type: cross Abstract: Consumer financial complaints provide a valuable source of information for identifying service failures, dispute frictions, and operational deficienci

applicationsarxiv-cs-lg
23 Jun 2026
Model Releases

Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting

DGX agent

arXiv:2606.09809v1 Announce Type: new Abstract: AI evaluation results are produced at scale but reported inconsistently across leaderboards, model cards, benchmark papers, and company blogs. The cost

model-releasesarxiv-cs-ai
9 Jun 2026
Model Releases

Can LLMs Write Correct TLA+ Specifications? Evaluating Natural-Language-to-TLA+ Generation

DGX agent

arXiv:2606.05792v1 Announce Type: new Abstract: TLA+ has supported industrial verification at companies such as Amazon and Microsoft, yet writing correct TLA+ specifications from natural language stil

model-releasesarxiv-cs-ai
6 Jun 2026
Tutorials

MINES: Explainable Anomaly Detection through Web API Invariant Inference

DGX agent

arXiv:2512.06906v2 Announce Type: replace-cross Abstract: Detecting the anomalies of web applications, important infrastructures for running modern companies and governments, is crucial for providing

tutorialsarxiv-cs-lg
2 Jun 2026
Model Releases

ROGUE: Misaligned Agent Behavior Arising from Ordinary Computer Use

DGX agent

arXiv:2606.00341v1 Announce Type: cross Abstract: As AI agents are increasingly deployed in real personal and corporate settings (email accounts, development workflows, company databases, etc.), safet

model-releasesarxiv-cs-ai
2 Jun 2026
Applications

AI in the Enterprise: How People Use M365 Copilot Chat

DGX agent

arXiv:2605.23958v1 Announce Type: cross Abstract: M365 Copilot is used every week by millions of people across more than a million companies around the world as part of their workflows. Uniquely posit

applicationsarxiv-cs-ai
26 May 2026
Research

LLM-Based Financial Sentiment Analysis in Arabic: Evidence from Saudi Markets

DGX agent

arXiv:2605.19714v1 Announce Type: new Abstract: Investor sentiment shapes financial markets, yet modeling sentiment in Arabic financial contexts remains challenging due to linguistic complexity and li

researcharxiv-cs-cl
20 May 2026
Model Releases

ConFit v3: Improving Resume-Job Matching with LLM-based Re-Ranking

DGX agent

arXiv:2605.09760v1 Announce Type: new Abstract: A reliable resume-job matching system helps a company find suitable candidates from a pool of resumes and helps a job seeker find relevant jobs from a l

model-releasesarxiv-cs-cl
12 May 2026
Research

Combining Abstract Argumentation and Machine Learning for Efficiently Analyzing Low-Level Process Event Streams

DGX agent

arXiv:2505.05880v2 Announce Type: replace-cross Abstract: Monitoring and analyzing process traces is a critical task for modern companies and organizations. In scenarios where there is a gap between t

researcharxiv-cs-lg
7 May 2026
Model Releases

Heterogeneity-Aware Personalized Federated Learning for Industrial Predictive Analytics

DGX agent

arXiv:2604.19451v1 Announce Type: new Abstract: Federated prognostics enable clients (e.g., companies, factories, and production lines) to collaboratively develop a failure time prediction model while

model-releasesarxiv-cs-lg
22 Apr 2026
Tutorials

Can Small Training Runs Reliably Guide Data Curation? Rethinking Proxy-Model Practice

DGX agent

arXiv:2512.24503v2 Announce Type: replace-cross Abstract: Data teams at frontier AI companies routinely train small proxy models to make critical decisions about pretraining data recipes for full-scal

tutorialsarxiv-cs-ai
14 Apr 2026
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