惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Google DeepMind News
Google DeepMind News
F
Fortinet All Blogs
阮一峰的网络日志
阮一峰的网络日志
Apple Machine Learning Research
Apple Machine Learning Research
爱范儿
爱范儿
WordPress大学
WordPress大学
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
J
Java Code Geeks
罗磊的独立博客
S
SegmentFault 最新的问题
V
V2EX
V
Visual Studio Blog
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
美团技术团队
博客园 - 三生石上(FineUI控件)
Stack Overflow Blog
Stack Overflow Blog
Y
Y Combinator Blog
MyScale Blog
MyScale Blog
D
Docker
Google DeepMind News
Google DeepMind News
Blog — PlanetScale
Blog — PlanetScale
M
Microsoft Research Blog - Microsoft Research
Martin Fowler
Martin Fowler
S
Secure Thoughts
B
Blog
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
www.infosecurity-magazine.com
www.infosecurity-magazine.com
Recent Announcements
Recent Announcements
MongoDB | Blog
MongoDB | Blog
C
Cisco Blogs
C
CERT Recently Published Vulnerability Notes
T
True Tiger Recordings
GbyAI
GbyAI
P
Proofpoint News Feed
P
Privacy International News Feed
Jina AI
Jina AI
The Cloudflare Blog
I
Intezer
AWS News Blog
AWS News Blog
Hacker News - Newest:
Hacker News - Newest: "LLM"
S
Security Archives - TechRepublic
NISL@THU
NISL@THU
The Register - Security
The Register - Security
Recent Commits to openclaw:main
Recent Commits to openclaw:main
P
Palo Alto Networks Blog
S
Schneier on Security
L
LINUX DO - 热门话题
C
CXSECURITY Database RSS Feed - CXSecurity.com
Security Latest
Security Latest
C
Cybersecurity and Infrastructure Security Agency CISA

Hacker News - Newest: "AI"

On AI Coding Assistants | Winston Cooke China’s AI optimism isn’t what it seems AI errno(2) values Believe It Or Not, The Government Is Adopting AI to Make Your Life Easier Google plans to win the AI war Anime AI Studio | Create AI Anime Dramas & Videos from Ideas HN isn't swamped yet, just obsessed with AI · mahl.me OneHundredBiz — Financial Business Ideas with AI Tools An AI system to help scientists write expert-level empirical software Ask HN: We need a standard way to say how much AI was used in a PR Anthropic, Microsoft in talks for AI chip deal after $5 billion investment Idea: Subreddits as curator blogs for the AI era The elephant in the room • Josh W. Comeau What Happens When AI Edits a Classical Chinese Academic Paper: What Happens When AI Edits a Classical Chinese Academic Paper / 当AI修改古汉语学术论文时发生了什么 China's AI optimism isn't what it seems Ask HN: How much AI is in your writing? wwwatch · AI intel for builders Diia - Ukraine gov app launched AI agent based on Google Gemini The IPO wave will enshrine the AI gods' control over the future We shipped 30 tools to our agent. The most-used one just reads our documentation. - kapa.ai - Instant AI answers to technical questions How we work: AI skills - Easy Cyber Protection Governor Newsom signs first-of-its-kind executive order to prepare workers and businesses for potential AI disruption | Governor of California Another California tech company lays off thousands - Los Angeles Times How the AI backlash could cost investors AI Has a Memory. It Just Doesn't Know What to Remember The Companies Cutting Headcount for AI Will Lose to the Ones Who Didn't Ask HN: Is there a better and more affordable AI coding tool than Claude? Food for Agile Thought #545: R/L Agentic Chaos, AI Killed the Agile Industry The current AI pricing was always going to go away A top K-drama star faces explosive backlash over AI-manipulated voice evidence Clickup mocks employees over AI 8 days before layoff Automated Expert Extraction: Behavioural Telemetry of Nyx Wave Ban on Authors Who Submit AI Content “Welcome but Unenforceable” Hollywood in the 60s and the Good AI Future — Joel Dueck Proton Pass for AI Agents Baby Magic-AI Baby Image & Video Generator Online Interactive AI Chat - Chrome 应用商店 Google I/O showed how the path for AI-driven science is shifting Google makes Gemini 3.5 Flash the default AI model for billions of users - Tech Three Dots AI didn't kill your junior pipeline. You did | Andrew Murphy Adobe, Canva, CapCut Are Coming to Gemini to Help You Edit AI Creations "Erase," an AI tool that can remove unwanted objects from images Steve Wozniak cheered after telling students they have AI – actual intelligence AI-Assisted Engineering Habits Worth Stealing (Week 2 Roundup) The best engineers in 2026 aren't the best coders. They're the best at not trusting AI code. GitHub - Woodman97/lucy-agent: AI agent for writing, research, code, DeFi & blockchain. Pay per task in USDC on Base or Solana. A2A + MCP + x402 protocols. $200/month per developer on AI tools. Most companies can't explain what they're getting. Spotify and UMG Announce Licensing Deal to Allow for AI Covers and Remixes CodeAlta After Automation Acrisure layoffs to number 2,250, attributed to AI advancements Report Alleges Chinese Influence Behind AI Data Center Pushback in the U.S. Pressure from Silicon Valley helped block Trump’s expected order on AI AI may be inflationary before it becomes productive Cisco used AI to write security incident reports, with mixed results PopPy: Opportunistically Exploiting Parallelism in Python Compound AI Applications GitHub - ai-mf/media-engine Ask HN: What the Best AI for Coding? Meet Hell Grind, The First Feature Film "Created Entirely On The Higgsfield AI Platform" Navigating AI with paper maps The Unsustainable Subsidy An Uncharitable Taxonomy of the AI Discourse ReCardEx — AI Product Photography for Marketplaces White House yanked AI order after David Sacks raised industry concerns Best Practices to Produce Maintainable Code with AI [video] AI Slop & the Vulnerability Treadmill Crypto and AI-Funded Super PACs Are Metastasizing The AI Bubble — No One's Happy Lam Research focused on adding AI to chipmaking tools as it eyes US expansion Donald Trump abruptly postpones AI order after White House infighting Tell HN: I'm tired of AI-generated answers Design prompting: describe the world, not the widget AI Local Recorder App - App Store erlang_python — erlang_python v3.0.0 Outlier AI is paying cardiologists to review ECGs and train AI models (referral) Agentic Engineering Memory — A Memco Field Guide Igor Babuschkin Seeks Up To $1 Billion For River AI AI is killing the cheap smartphone web-ai-sdk · Building blocks for the Web's built-in AI China unveils 'world's first' underwater data center — 2,000 server facility is powered by offshore… AI for Solo Founders: Virtual Coffee Chat & Networking - #BosTechWeek | Partiful The Structural Barriers to AI Lawyers Roundtables: Can AI Learn to Understand the World? Spotify and Universal Music agree deal to let subscribers create AI remixes AI Tokenomics: How to Profitably Turn Tokens into Business Value [video] AI-assisted engineers are burning out, is this fine?—Martian Chronicles, Evil Martians’ team blog Trump pulls back AI order over fears it could slow US technology | AP News GitHub - simd-ai/agent Spotify and Universal Music strike deal allowing fan-made AI covers and remixes Best AI Audiobook Maker | Warblize dhrive: Squarespace for mobile apps GitHub - fireharp/coherence: Git-native drift detector for agent-assisted repos: catch stale docs, ADRs, tests, metrics, and generated artifacts. The AI has come for my code - The Boston Diaries Show HN: Synrix: hardware-verified memory routing for edge AI agents Starbucks scraps AI inventory tool across North America GitHub - bjcoombs/ai-native-toolkit: Claude Code configuration and customizations GitHub - VenturFlow/Assay Tanya Janca on AI Slop, Vibe Coding, & the Future of AppSec Ask HN: What is an optimal game theoretic response to AI adoption? Ask HN: What AI prompts have you found most reliable for actual work?
Prometheux | Ontology for Data & AI
kukimonstale · 2026-05-14 · via Hacker News - Newest: "AI"

Build operational ontologies that process data anywhere it lives. Run your most critical processes on AI built on your business logic.

Connects to Anything  |  Runs Anywhere  |  Ridiculously Faster

Meet the Prometheux Data Processing Engine

Define
Build Ontologies Across Fragmented Data



Define the key business concepts in your organization and the rules that govern them. No GraphDBs, no OWL/RDF, no expensive black-box consulting. Connect any data source to your ontology in one click, Excel, SQL, NoSQL, graph, object storage, without migrations or complex pipelines.

READ MORE

Process
Use the Ontology Engine to Automate Workflows


Process data anywhere it lives, read and write to any source, run graph analytics on your existing stack without GraphDBs, and deploy on any cloud with one click. Exponentially faster than PySpark with no vendor lock-in, migrate data and compute across clouds without complex pipelines.

READ MORE

Power AI
Data Both Humans and AI Can Work With

Connect agents via APIs or MCP for deterministic data processing with full audit trails at row, column, and value level. Fragmented data becomes shared operational context—humans and AI get the same explainable, repeatable results.

READ MORE

From Our Happy Customers

Prometheux is a Trusted Knowledge and Decision Intelligence platform. Imagine being able to define concepts connected to any source and orchestrate these to solve complex business challenges. In the age of AI and LLMs, Prometheux is a critical tool to ensure decisions are made with proper context, transparency and explainability.

Marco Romei

Marco Romei

Deputy CIO · Banca Sella

Banca Sella

Generative AI without ontologies is an engine without a road. Prometheux builds the road.

Anna Fava

Anna Fava

Former Senior Manager, Data & AI · Dompé

Prometheux is more than just technology; it is a catalyst for fact-based decision-making. The ability to query heterogeneous databases through a flexible ontology makes it possible to infer deep knowledge and automate complex tasks, delivering trustworthy insights that far exceed the capabilities of traditional systems.

HR

Head of R&D

Central Bank

With Prometheux, we achieved a speed-up of over 250% on critical tasks involving complex reasoning over knowledge graphs with hundreds of millions of nodes and billions of edges. In the financial domain, where timeliness and analytical depth are both essential, this level of performance improvement significantly enhances our ability to extract insights, manage risk, and support data-driven decision-making at scale.

Massimiliano Malin

Massimiliano Malin

Head of Credit Risk · Banca Sella

Banca Sella

Prometheux enabled us to build a system that can access our databases, process all the client’s historical variables, and provide an intelligent, understandable explanation autonomously.

SD

Senior Director

US Biotech · Rare Disease Space

Prometheux is a Trusted Knowledge and Decision Intelligence platform. Imagine being able to define concepts connected to any source and orchestrate these to solve complex business challenges. In the age of AI and LLMs, Prometheux is a critical tool to ensure decisions are made with proper context, transparency and explainability.

Marco Romei

Marco Romei

Deputy CIO · Banca Sella

Banca Sella

Generative AI without ontologies is an engine without a road. Prometheux builds the road.

Anna Fava

Anna Fava

Former Senior Manager, Data & AI · Dompé

Prometheux is more than just technology; it is a catalyst for fact-based decision-making. The ability to query heterogeneous databases through a flexible ontology makes it possible to infer deep knowledge and automate complex tasks, delivering trustworthy insights that far exceed the capabilities of traditional systems.

HR

Head of R&D

Central Bank

With Prometheux, we achieved a speed-up of over 250% on critical tasks involving complex reasoning over knowledge graphs with hundreds of millions of nodes and billions of edges. In the financial domain, where timeliness and analytical depth are both essential, this level of performance improvement significantly enhances our ability to extract insights, manage risk, and support data-driven decision-making at scale.

Massimiliano Malin

Massimiliano Malin

Head of Credit Risk · Banca Sella

Banca Sella

Prometheux enabled us to build a system that can access our databases, process all the client’s historical variables, and provide an intelligent, understandable explanation autonomously.

How the Architecture Works

Prometheux connects your data sources, processes through ontologies, and powers intelligent applications, from analytics to agentic and human workflows.

LEARN MORE

Applications Layer



Build agentic workflows connected to your ontology via APIs and MCP, building intelligent automation on explainable intelligence.

Ontology Engine

Use the ontology to process data across fragmented sources, with full lineage and provenance.

Data & Compute Foundation

Connect any database (S3, PostgreSQL, MongoDB, Unity Catalog, Horizon, and more) and deploy on any cloud (EKS, GKE, AKS, Snowpark, and more), no migrations required.

Why Prometheux?

Ontology Native

The only data engine that makes ontologies operational

Zero Lock-In

Works across your existing infra. 
No migrations. No GraphDBs

Ridiculously Faster

Exponential speed gains, minutes not months

Fully Explainable

Deterministic, auditable, compliance-ready

Agent Ready

Purpose-built for deterministic agentic workflows you can trust

Full Control

Transparent by design

Purpose Built for Your Industry

Finance & Banking

Use ontologies to uncover ownership networks, detect fraud rings, and score risk across fragmented financial systems, with full audit trails regulators trust.

Learn More

Pharma & Life
Sciences

Unify clinical trials, research, and patient data for drug discovery, commercial effectiveness, patient outcomes, and more, with value-level lineage for regulatory.

Learn More

Manufacturing & Operations

Build digital twins that monitor assets, analyze failures, trace root causes, and optimize supply chains across plants and IoT systems.

Learn More

Retail

Connect customer behavior, inventory, and supply chain data for personalized recommendations, demand forecasting, and fraud detection with full explainability.

Learn More

Telecoms

Optimize network performance, detect fraud patterns, and enhance customer experience by connecting subscriber data, network telemetry, and service usage across systems, building a digital twin of your organization.

Learn More

Insurance

Accelerate claims processing, detect fraud rings, and assess risk with connected intelligence across policies, claims, and external data, with audit-ready lineage.

Learn More

Get Started for Free

Power Up Your Stack in 1 Click.

Deploy on your existing infrastructure. Run workloads natively on your existing compute, entirely within your environment with our native integrations.

Resource Center

Perspectives on our customers, future of data, AI, and ontologies.

VISIT CENTER

Case Study

How Retailers Boost Revenue with PX-Powered Personalized Recommendations

Driving measurable uplift through intelligent, real-time product recommendations.

READ MORE

Blog

Completing the AI Stack with Business Ontologies

Prometheux brings ontology-based data processing directly on Snowflake.

READ MORE

Case Study

How Sella Delivers Scalable Credit Risk Explanations with Prometheux

Transforming credit risk analysis from 17 minutes to 5 seconds.

READ MORE

Now you can think
with your data.

Build Operational Ontologies.

Processes data 
anywhere it lives.

Unlock knowledge for 
humans & AI to trust.