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Dr Hernani Costa profile picture

Dr Hernani Costa

Founder @ Core Ventures. PhD in Computational Linguistics. Architecting responsible AI operating models for European business. Governance | Strategy | Automation.

Location Amsterdam, Netherlands Joined Joined on  Personal website https://coreventures.xyz github website twitter website

Education

PhD in Computational Linguistics

Work

CEO & Founder at Core Ventures

AI Sovereignty: The €631B Data Control Imperative

AI Sovereignty: The €631B Data Control Imperative

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2 min read

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AI Implementation Waste: The €25k Readiness Gap

AI Implementation Waste: The €25k Readiness Gap

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4 min read
AI Partnership Over Replacement: The 45% Readiness Gap

AI Partnership Over Replacement: The 45% Readiness Gap

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3 min read
Enterprise AI Paradox: $50K Contract Reviews vs. Chatbots

Enterprise AI Paradox: $50K Contract Reviews vs. Chatbots

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3 min read
Browser AI Extensions: $4.45M Breach Risk vs. Enterprise Security

Browser AI Extensions: $4.45M Breach Risk vs. Enterprise Security

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3 min read
AI Browser Agents: The $10k Productivity Trap

AI Browser Agents: The $10k Productivity Trap

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3 min read
Board Impatience vs. AI Reality: 2025 Leadership Speed Trap

Board Impatience vs. AI Reality: 2025 Leadership Speed Trap

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2 min read
GPT-5.1 Workflow Redesign: 6 Upgrades Cutting Decision Latency

GPT-5.1 Workflow Redesign: 6 Upgrades Cutting Decision Latency

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4 min read
30B Parameter Models: When API Costs Become Infrastructure Liability

30B Parameter Models: When API Costs Become Infrastructure Liability

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3 min read
Founder Role Evolution: The 6-Month Adaptation Imperative

Founder Role Evolution: The 6-Month Adaptation Imperative

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3 min read
ABN AMRO's $2B GenAI Bet: Why 70% of Transformations Fail

ABN AMRO's $2B GenAI Bet: Why 70% of Transformations Fail

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3 min read
€120K AI Decision: Build vs Buy Framework 2026

€120K AI Decision: Build vs Buy Framework 2026

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3 min read
LLM Hallucinations: The Translation Problem CEOs Ignore

LLM Hallucinations: The Translation Problem CEOs Ignore

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3 min read
PhD to AI Governance: Why Theory Beats Hype

PhD to AI Governance: Why Theory Beats Hype

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3 min read
Document-Grounded AI: The $50k Onboarding Shortcut

Document-Grounded AI: The $50k Onboarding Shortcut

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5 min read
AI-Powered Interfaces: Stop Optimizing Broken Systems

AI-Powered Interfaces: Stop Optimizing Broken Systems

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6 min read
LinkedIn 360Brew: Why Substance Now Beats Scale

LinkedIn 360Brew: Why Substance Now Beats Scale

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6 min read
AI-Powered Learning Replaces Static Courses: The $10M Shift for EU SMEs

AI-Powered Learning Replaces Static Courses: The $10M Shift for EU SMEs

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7 min read
Solo Founders Now Outcompete Your Team: AI Reshapes SME Strategy

Solo Founders Now Outcompete Your Team: AI Reshapes SME Strategy

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8 min read
Social Media Split 2026: Why Niche Beats Reach for EU SMEs

Social Media Split 2026: Why Niche Beats Reach for EU SMEs

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8 min read
Grok 4 vs. SuperGrok: Real-Time AI Without the Enterprise Price Tag

Grok 4 vs. SuperGrok: Real-Time AI Without the Enterprise Price Tag

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6 min read
Hidden AI Capabilities: Discovery at System Limits

Hidden AI Capabilities: Discovery at System Limits

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6 min read
AI Native Work Habits: The $100k Productivity Trap

AI Native Work Habits: The $100k Productivity Trap

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5 min read
Grok 4 vs SuperGrok: Real-Time AI That Cuts Through Market Noise

Grok 4 vs SuperGrok: Real-Time AI That Cuts Through Market Noise

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6 min read
AI Native Work Habits: Breaking 8 Costly SME Rituals

AI Native Work Habits: Breaking 8 Costly SME Rituals

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5 min read
Generative Search: The €50k Traffic Cliff for Dutch SMEs

Generative Search: The €50k Traffic Cliff for Dutch SMEs

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7 min read
Desktop AI Agents: File System Work Beats Chat-Based Productivity

Desktop AI Agents: File System Work Beats Chat-Based Productivity

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8 min read
Senior Developer Entry Level: AI Reshaped Hiring

Senior Developer Entry Level: AI Reshaped Hiring

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5 min read
Production AI: Why Demo Builders Fail at Scale

Production AI: Why Demo Builders Fail at Scale

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7 min read
GBP Video Verification: The $10k Entity Recognition Gap

GBP Video Verification: The $10k Entity Recognition Gap

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10 min read
Open-Source AI Agents: Why Goose Threatens Vendor Lock-In

Open-Source AI Agents: Why Goose Threatens Vendor Lock-In

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4 min read
Career Levels Framework: Mapping Engineering Growth to P&L Impact

Career Levels Framework: Mapping Engineering Growth to P&L Impact

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2 min read
AI Adoption at Scale: The $110B Inflection Point

AI Adoption at Scale: The $110B Inflection Point

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11 min read
Grok 3's 200k GPU Cluster: Enterprise AI's $5B Bet on Compute Moats

Grok 3's 200k GPU Cluster: Enterprise AI's $5B Bet on Compute Moats

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3 min read
Apple's On-Device AI: Enterprise Privacy vs. Cloud Dependency

Apple's On-Device AI: Enterprise Privacy vs. Cloud Dependency

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4 min read
Majorana 1: The $500K Quantum Bet Enterprise CTOs Must Audit

Majorana 1: The $500K Quantum Bet Enterprise CTOs Must Audit

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4 min read
MCP Agents: The $2M Automation Bet That Breaks Zapier's Model

MCP Agents: The $2M Automation Bet That Breaks Zapier's Model

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18 min read
Adobe Firefly's Ethical AI: The $10M Creator Compensation Model

Adobe Firefly's Ethical AI: The $10M Creator Compensation Model

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4 min read
Llama 4's 10M Context Window: The $2M Infrastructure Cost Trap

Llama 4's 10M Context Window: The $2M Infrastructure Cost Trap

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14 min read
AI Literacy for Business Leaders: Why Your Team Needs It Now

AI Literacy for Business Leaders: Why Your Team Needs It Now

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3 min read
Garmin-to-ChatGPT Automation: The $50k Data Debt Trap

Garmin-to-ChatGPT Automation: The $50k Data Debt Trap

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4 min read
AI Founders: Navigate 6 Converging Tech Currents Beyond Core AI

AI Founders: Navigate 6 Converging Tech Currents Beyond Core AI

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33 min read
AI-Native Data Architecture: Vector DBs vs. Traditional Systems

AI-Native Data Architecture: Vector DBs vs. Traditional Systems

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9 min read
AI CTO: Why Ecosystem Vision Beats Algorithm Tunnel Vision

AI CTO: Why Ecosystem Vision Beats Algorithm Tunnel Vision

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4 min read
AI Agents: The $500k Team Member You're Not Using

AI Agents: The $500k Team Member You're Not Using

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10 min read
Vector Databases: The $10M Architecture Decision for LLM Apps

Vector Databases: The $10M Architecture Decision for LLM Apps

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19 min read
Solo Founders: The $50k AI Coding Workflow

Solo Founders: The $50k AI Coding Workflow

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5 min read
Exposome & Hair Loss: The $2B Personalization Opportunity

Exposome & Hair Loss: The $2B Personalization Opportunity

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13 min read
AI Founder's Learning Stack: 10 YouTube Channels That De-Risk Technical Decisions

AI Founder's Learning Stack: 10 YouTube Channels That De-Risk Technical Decisions

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5 min read
Google I/O 2025: The AI Founder's Playbook for Shipping Faster

Google I/O 2025: The AI Founder's Playbook for Shipping Faster

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9 min read
AI Coding for Founders: 30 YC-Backed Tips to 10x Shipping

AI Coding for Founders: 30 YC-Backed Tips to 10x Shipping

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10 min read
Narrow vs. General AI: Why Your SME Needs the Right Tool

Narrow vs. General AI: Why Your SME Needs the Right Tool

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3 min read
Prompt Engineering for Business: Turn AI Vagueness Into Revenue

Prompt Engineering for Business: Turn AI Vagueness Into Revenue

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3 min read
ChatGPT Model Selection: Matching Tools to Business Outcomes

ChatGPT Model Selection: Matching Tools to Business Outcomes

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3 min read
ChatGPT Prompt Engineering: From Generic Requests to $100k Workflows

ChatGPT Prompt Engineering: From Generic Requests to $100k Workflows

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3 min read
AI Personas & Follow-Ups: Extracting Expert-Level Insights

AI Personas & Follow-Ups: Extracting Expert-Level Insights

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4 min read
Personal AI Planning: From Chaos to Action in 3 Prompts

Personal AI Planning: From Chaos to Action in 3 Prompts

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3 min read
AI Creative Blocks: Turn Ideation Friction Into Output

AI Creative Blocks: Turn Ideation Friction Into Output

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3 min read
AI's Blind Spots: Why Human Judgment Still Drives Business Value

AI's Blind Spots: Why Human Judgment Still Drives Business Value

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4 min read
From AI Novice to Confident Operator: Your Readiness Checkpoint

From AI Novice to Confident Operator: Your Readiness Checkpoint

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3 min read
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