People.ai

<em>After witnessing all the time wasted by sales people doing manual data entry, Oleg set out to create a better solution. Two year later, People.ai has just closed a $30M Series B led by Andreessen Horowitz.</em>

Founder Interviews: Oleg Rogynskyy of People.ai

AI is transforming insider risk as data moves across agents, apps, and collaboration tools—forcing CISOs to rethink governance fast.

The New Insider Risk: AI Changes How Data Moves Inside the Enterprise

AI agents are like hiring a hypnotizable butler...capable but dangerously suggestible. Why compliance plus access creates risks you haven't considered. 

AI's Hypnotizable Butler Problem

AI gave everyone the same tools — but not the same taste. Why judgment, not access, will define winners in the AI economy.

Same AI Tools, Different Taste

AI writes code, but lacks production context. Context graphs capture decision traces to build real world models.

Context Graphs: Building Production World Models for the Age of AI Agents

AI is told like a weather report; terms are consent, accountability, limits, auditability, and the right to shut it down.

The Weather-Report Lie: AI Isn’t Fate

AI doesn’t steal data at once—it leaks fragments through prompts, exports, and apps. Why legacy DLP and DSPM miss the pattern.

The Silent AI Breach: How Data Escapes in Fragments

AI can generate infinite content, but it can’t decide what should exist. Taste, built through exposure, discernment, and intent, is the real edge in the AI age.

Taste Is the New Moat

Learn how real-time feedback, simulation loops, and AI-driven practice enable faster learning and better performance.

Interview Prep: What AI Makes Possible Now

Everyone is talking about ontologies. Why, what is an ontology actually, and how is it related to graphs?

Microsoft Fabric IQ Puts Ontology Back on the Map — and Back in the Confusion

AI has been a major force in seemingly every career field. Now, it seems to have set its eyes somewhere else: Hollywood.

Tech's Attempt To Conquer Hollywood

AI-based multiscale design analytics help instructors understand student work by linking measurable design patterns with contextual visual artifacts.

AI Analysis Appears to Improve How Teachers Evaluate Student Design Projects, Study Finds

AI focus shifts from automation to augmentation ("Collaborative Intelligence"), pairing AI speed with human judgment to boost productivity.

The Architecture of Collaboration: A Practical Framework for Human-AI Interaction

AI's Fatal Flaw: Why JEPA, LLMs & Transformers Can't Escape the Flatland, until Toroidal Math

The Fatal Math Error Killing Every AI Architecture - Including The New Ones

AI startups raised over $1.8 billion this week across data labeling, enterprise AI infrastructure, video generation, and legal tech innovation

Weekly AI Startup Funding: October 26 - November 1, 2025

Ai-generated creatives give 34% better performance across all metrics than manual creatives.

How "Diablo AI" Will Destroy Your Marketing Budget and Business

AI startups raised over $3.6 billion this week across infrastructure, wearable AI, enterprise automation, and fintech innovation.

Weekly AI Startup Funding: October 20-25, 2025

AI in inDrive design: UX interviews without interpreters, automated Figma localization, and fast realistic visuals for product and promo

AI in Product Design: Three Practical Cases From inDrive

AI is reshaping engineering. Can junior developers still grow into seniors—or will the new role of “Agent Director” redefine the future?

Why Today’s Junior Engineers May Never Grow Up

AI is revolutionizing finance with generative compliance, explainable risk, automated reporting, fraud detection, and personalized services.

5 Emerging Trends in AI and Data Technologies Revolutionizing Financial Services

 AI can write code and charm users — but what if it could teach empathy, civics, and emotional intelligence to uplift society?

We Built AI to Code and Flirt. Now Let’s Build It to Teach Kindness.

AI currently has limits based on what we know. Humans can go beyond these limits, expanding their and others' boundaries of knowledge.

Human Creativity in the Age of AI: To be Genuinely Curious and SPECTACULARLY Useless or Wrong

AI can generate code, review pull requests, and even suggest architecture. But does that mean developers are becoming obsolete? Not quite.

AI Writes Code Now—So Why Do Developers Still Matter?

AI is evolving faster than trust can keep up. Discover how Web3 can bring transparency, auditability, and governance to decentralized AI systems.

PEOPLE.AI

people.ai

100 emps

Since 2016

Worth 1.1B

People.ai's stories on HackerNoon

Founder Interviews: Oleg Rogynskyy of People.ai

The New Insider Risk: AI Changes How Data Moves Inside the Enterprise

AI's Hypnotizable Butler Problem

Same AI Tools, Different Taste

Context Graphs: Building Production World Models for the Age of AI Agents

The Weather-Report Lie: AI Isn’t Fate

The Silent AI Breach: How Data Escapes in Fragments

Taste Is the New Moat

Interview Prep: What AI Makes Possible Now

Microsoft Fabric IQ Puts Ontology Back on the Map — and Back in the Confusion

Tech's Attempt To Conquer Hollywood

AI Analysis Appears to Improve How Teachers Evaluate Student Design Projects, Study Finds

The Architecture of Collaboration: A Practical Framework for Human-AI Interaction

The Fatal Math Error Killing Every AI Architecture - Including The New Ones

Weekly AI Startup Funding: October 26 - November 1, 2025

How "Diablo AI" Will Destroy Your Marketing Budget and Business

Weekly AI Startup Funding: October 20-25, 2025

AI in Product Design: Three Practical Cases From inDrive

Why Today’s Junior Engineers May Never Grow Up

5 Emerging Trends in AI and Data Technologies Revolutionizing Financial Services

We Built AI to Code and Flirt. Now Let’s Build It to Teach Kindness.

Human Creativity in the Age of AI: To be Genuinely Curious and SPECTACULARLY Useless or Wrong

AI Writes Code Now—So Why Do Developers Still Matter?

AI's Black Box Problem: Can Web3 Provide the Key?

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