Evidence network
Where the signal comes from.
A transparent directory of the publishers, laboratories, institutions and specialist voices monitored by OneBench. Open any source to inspect it directly.
89Active sources
7Source categories
89Checked in 24 hours
Source directory
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Sources are grouped by their role in the evidence base. Direct links open the original publisher.
Frontier labs
8 sourcesAnthropic NewsOfficial announcements, safety research, and model updates from Anthropic.Checked 27 Jul
OpenAI NewsOfficial product updates, API ecosystem changes, and safety policy announcements from OpenAI.Checked 27 Jul
Google DeepMindMilestone research breakthroughs, paper publications, and frontier model architectures from DeepMind.Checked 27 Jul
Meta AI BlogLlama ecosystem updates, FAIR research papers, and open-source infrastructure tooling from Meta.Checked 27 Jul
Mistral AIOfficial model, platform, research, partnership, and enterprise deployment announcements from Mistral AI.Checked 27 Jul
Google AI BlogGemini, Google Cloud AI, and research announcements from across Google's AI teams.Checked 27 Jul
Apple ML ResearchOn-device ML, privacy-preserving AI, and edge inference research from Apple.Checked 27 Jul
Cohere BlogEnterprise-focused LLM research, product updates, and applied NLP from Cohere.Checked 27 Jul
Expert commentary
8 sourcesImport AIJack Clark's macro-level analysis of AI policy, security implications, and technical milestones.Checked 27 Jul
Latent SpaceTechnical deep dives with frontier builders covering AI engineering, foundation models, and Software 3.0.Checked 27 Jul
One Useful ThingEthan Mollick's empirical observations and practical frameworks for frontier model integration.Checked 27 Jul
The BatchAndrew Ng's weekly AI news digest with enterprise relevance and research highlights.Checked 27 Jul
AINews (swyx)Swyx's curated AI news digest and commentary for builders and practitioners.Checked 27 Jul
No PriorsHigh-level discussions on AI scaling, infrastructure investment, and strategy with foundation model founders.Checked 27 Jul
State of AIQuarterly-style analysis of the state of AI research, deployment, and policy.Checked 27 Jul
The Cognitive RevolutionDense long-form interviews on AI research milestones, strategy, and applied agentic systems.Checked 27 Jul
Enterprise AI
15 sourcesMcKinsey Global InstituteMGI research on AI's economic impact, productivity, and enterprise adoption — essential boardroom reading.Checked 27 Jul
Chip HuyenSystems-level engineering perspectives on MLOps, AI infrastructure, and scale evaluations.Checked 27 Jul
Databricks BlogFirst-party guidance on enterprise data platforms, lakehouse architecture, AI agents, governance, MLOps, and production deployment patterns.Checked 27 Jul
Google Security BlogGoogle's first-party research on AI-enabled threats, software supply-chain security, model security, privacy, and platform protections.Checked 27 Jul
Hugging Face BlogHands-on technical walkthroughs, open-weight model releases, and ecosystem integration guides.Checked 27 Jul
Microsoft AI BlogAzure AI, Copilot ecosystem updates, and enterprise AI deployment case studies from Microsoft.Checked 27 Jul
Microsoft Security BlogThreat intelligence, AI security, identity, cloud controls, and enterprise incident-response guidance from Microsoft Security.Checked 27 Jul
NVIDIA AI BlogGPU architecture deep-dives, inference optimisation, and AI infrastructure from NVIDIA.Checked 27 Jul
Simon Willison's WeblogPragmatic daily logs on prompt engineering, running local LLMs, and AI-assisted software development.Checked 27 Jul
World Economic Forum — AIWEF agenda on AI governance, global regulatory coordination, and enterprise adoption frameworks.Checked 27 Jul
AWS Machine Learning BlogPractical ML deployment patterns, SageMaker updates, and enterprise AI guidance from AWS.Checked 27 Jul
Cloudflare BlogFirst-party signals on AI inference at the edge, internet infrastructure, security, resilience, and emerging developer platform patterns.Checked 27 Jul
Eugene YanApplied engineering principles and design patterns for deploying LLMs into production.Checked 27 Jul
LangChain BlogAgent engineering, observability, orchestration, evaluation, deployment patterns, and production lessons from the LangChain ecosystem.Checked 27 Jul
Salesforce AI BlogEnterprise adoption evidence on AI agents, customer operations, workflow automation, governance, and workforce implementation.Checked 27 Jul
Research
14 sourcesLil'LogLilian Weng's comprehensive literature reviews on agentic frameworks, memory, and model architectures.Checked 27 Jul
METR ResearchEmpirical frontier-model evaluations, autonomous task capability measurements, AI R&D automation research, and risk-control evidence.Checked 27 Jul
Ahead of AISebastian Raschka's technical deep-dives, paper reviews, and practical LLM training methodologies.Checked 27 Jul
arXiv cs.CL — Computation and LanguageDaily pre-prints on NLP, LLMs, and language understanding — the definitive research firehose.Checked 27 Jul
arXiv cs.LG — Machine LearningDaily pre-prints covering deep learning algorithms, statistical methods, and optimisation techniques.Checked 27 Jul
Bank UndergroundBank of England staff analysis on machine learning, financial stability, payments, productivity, data, and banking-system change.Checked 27 Jul
BIS Working PapersCentral-bank research on AI, productivity, financial intermediation, digital money, market structure, data, and technology adoption.Checked 27 Jul
InterconnectsNathan Lambert's insider analysis on RLHF, post-training, and open-source AI strategy.Checked 27 Jul
BAIR BlogBerkeley AI Research blog covering robotics, NLP, computer vision, and foundational ML theory.Checked 27 Jul
Davis Summarizes PapersDavis Blalock's high-density, objective summaries of the most important ML research each week.Checked 27 Jul
EleutherAI BlogOpen-source AI research, interpretability work, and large-scale training insights from EleutherAI.Checked 27 Jul
Stanford HAIStanford Human-Centered AI Institute: policy analysis, societal impact research, and model evaluations.Checked 27 Jul
The GradientLong-form, peer-reviewed technical essays and industry perspectives from active AI researchers.Checked 27 Jul
Towards Data SciencePractitioner-authored tutorials, paper walkthroughs, and applied ML engineering on Medium.Checked 27 Jul
Policy & regulation
21 sourcesFCA NewsFinancial Conduct Authority official news, consultations, and policy statements. Primary UK regulator for AI in financial services.Checked 27 Jul
Bank of England NewsBank of England and PRA speeches, consultations, and supervisory statements on AI and model risk.Checked 27 Jul
BIS Basel Committee PublicationsOfficial Basel Committee standards and consultations on banking supervision, operational resilience, data, model risk, and third-party technology.Checked 27 Jul
BIS FSI ResearchBIS Financial Stability Institute research papers on AI, digital finance, and supervisory frameworks.Checked 27 Jul
European Banking AuthorityEBA guidelines, opinions, and reports on AI and model risk governance for EU financial institutions.Checked 27 Jul
European Commission Digital StrategyOfficial European Commission updates on AI Act implementation, AI Office guidance, digital policy, standards, and enforcement milestones.Checked 27 Jul
AI Now InstituteIndependent research on AI accountability, market power, public policy, labour, automated decision systems, and institutional governance.Checked 27 Jul
AI Snake OilNarayanan & Kapoor's rigorous debunking of AI hype and limits of current model capabilities.Checked 27 Jul
Bank for International Settlements (AI)BIS working papers and committee reports on AI, machine learning, and supervisory frameworks for financial institutions.Checked 27 Jul
CISA Cybersecurity AdvisoriesOfficial US advisories on exploited vulnerabilities, critical infrastructure risk, software supply chains, and urgent defensive actions.Checked 27 Jul
ECB Research BulletinsECB research on AI in financial markets, digital euro, and supervisory technology implications.Checked 27 Jul
EU AI Act Tracker (Future of Life)Policy analysis and tracking of EU AI Act implementation, enforcement timelines, and compliance requirements.Checked 27 Jul
Federal Reserve Banking RegulationFocused Federal Reserve updates on bank supervision, operational risk, third parties, data, cyber resilience, and regulatory policy.Checked 27 Jul
Federal Reserve Press ReleasesOfficial US central-bank announcements on supervision, operational resilience, third-party risk, payments, data, and technology policy.Checked 27 Jul
Financial Stability BoardFSB publications on AI systemic risk, third-party dependency, and global coordination frameworks.Checked 27 Jul
MAS NewsMonetary Authority of Singapore — APAC regulatory intelligence and AI guidelines for financial institutions.Checked 27 Jul
NIST NewsOfficial standards and measurement updates spanning AI risk management, cybersecurity, privacy, evaluations, and emerging technology.Checked 27 Jul
OCC NewsUS Office of the Comptroller of the Currency — national bank regulator, key for AI and model risk guidance.Checked 27 Jul
UK National Cyber Security CentreOfficial UK guidance on cyber resilience, AI system security, supply-chain risk, incident response, and critical infrastructure controls.Checked 27 Jul
Brookings AIPolicy analysis and governance frameworks for AI from the Brookings Institution.Checked 27 Jul
US SEC Press ReleasesOfficial enforcement and policy signals on AI disclosures, cyber controls, market infrastructure, data use, and technology risk.Checked 27 Jul
Industry news
17 sourcesFinancial Times TechnologyTechnology market reporting with strong coverage of enterprise adoption, AI economics, infrastructure, regulation, and major vendors.Checked 27 Jul
SemiAnalysisDylan Patel's deep-dive analysis on AI hardware, semiconductor supply chains, and data centre economics.Checked 27 Jul
Bloomberg TechnologyMarket-moving technology reporting on AI companies, chips, cloud platforms, investment, enterprise adoption, and policy.Checked 27 Jul
FinTech FuturesAI adoption, vendor partnerships, and digital transformation news from the global banking technology sector.Checked 27 Jul
IBS IntelligenceBanking technology market intelligence, AI deployments at financial institutions, and fintech deal tracking.Checked 27 Jul
MIT Technology Review: AIRigorous, slow-paced journalism contextualising the societal and industrial impact of AI.Checked 27 Jul
Reuters TechnologyBreaking news on AI policy, corporate AI deals, regulatory decisions, and market-moving announcements.Checked 27 Jul
VentureBeat AIEnterprise AI deals, product launches, and market analysis with strong focus on deployment and adoption.Checked 27 Jul
WSJ TechnologyExecutive technology reporting on enterprise investment, vendors, AI adoption, cyber risk, operating models, and market economics.Checked 27 Jul
Ars Technica: AITechnical reporting and critical analysis of AI vendor claims, copyright, and software updates.Checked 27 Jul
Joe ReisData engineering and modern data stack commentary with practical AI and LLM integration perspectives.Checked 27 Jul
Lenny's NewsletterProduct and growth strategy newsletter with growing AI coverage relevant to enterprise leaders.Checked 27 Jul
TechCrunch AIAI startup funding, product launches, and executive interviews from the tech press.Checked 27 Jul
The Register AISceptical, technically detailed coverage of enterprise AI products, cloud AI services, and vendor claims.Checked 27 Jul
The StackEnterprise technology journalism covering AI adoption, infrastructure, and digital transformation.Checked 27 Jul
The Verge AIConsumer and enterprise AI coverage with strong investigative reporting on Big Tech AI strategy.Checked 27 Jul
Wired AIIn-depth features on AI policy, society, and enterprise implications from Wired.Checked 27 Jul
VC & investment
6 sourcesSequoia Capital PerspectivesFirst-party investment theses on AI applications, infrastructure, developer platforms, enterprise software, and emerging operating models.Checked 27 Jul
CB Insights ResearchData-led market maps and investment analysis covering AI infrastructure, enterprise applications, fintech, automation, and emerging vendors.Checked 27 Jul
Insight Partners IdeasScale-up and operating insights spanning enterprise AI, software economics, go-to-market shifts, cybersecurity, and data infrastructure.Checked 27 Jul
Lightspeed Venture PartnersGlobal investment perspectives on AI-native companies, enterprise software, infrastructure, fintech, cybersecurity, and operating-model change.Checked 27 Jul
Menlo VenturesInvestment research on enterprise AI adoption, model infrastructure, agents, cybersecurity, vertical applications, and market formation.Checked 27 Jul
Crunchbase NewsFunding, valuation, consolidation, and startup-market signals across AI, enterprise software, infrastructure, cybersecurity, and fintech.Checked 27 Jul
Evidence, not the firehose
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