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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

Browser Automation Kills SEO's Copy-Paste Tax

Browser Automation Kills SEO's Copy-Paste Tax

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6 min read

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AI Product Reliability: From Pilot Purgatory to EU Scale

AI Product Reliability: From Pilot Purgatory to EU Scale

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5 min read
Grok AI: Real-Time Narrative vs. Generalist Depth

Grok AI: Real-Time Narrative vs. Generalist Depth

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7 min read
AI Workflow Automation Maturity: From Chatbots to Autonomous Agents

AI Workflow Automation Maturity: From Chatbots to Autonomous Agents

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6 min read
Fragmented Data: Why Logistics Automation Fails Before It Starts

Fragmented Data: Why Logistics Automation Fails Before It Starts

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6 min read
AI Interface Control: Escape the 0.4% Hiring Trap

AI Interface Control: Escape the 0.4% Hiring Trap

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6 min read
AI Automates Waste: Why Judgment Is Your Real Bottleneck

AI Automates Waste: Why Judgment Is Your Real Bottleneck

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5 min read
Sovereign Media Engine: Own Your Audience Data

Sovereign Media Engine: Own Your Audience Data

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6 min read
Content Database as Constant: Marketing's Scientific Method

Content Database as Constant: Marketing's Scientific Method

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6 min read
Website Funnel Architecture: Why Intent Misalignment Kills Conversion

Website Funnel Architecture: Why Intent Misalignment Kills Conversion

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8 min read
Niche Content Converts: Why 10K Followers Beat 1M in 2026

Niche Content Converts: Why 10K Followers Beat 1M in 2026

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8 min read
AI-Augmented Solo Operators: The $1.7T Threat to Your Team Structure

AI-Augmented Solo Operators: The $1.7T Threat to Your Team Structure

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8 min read
AI-Powered Learning Experiences: Why Information Products Are Obsolete

AI-Powered Learning Experiences: Why Information Products Are Obsolete

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7 min read
360Brew Algorithm: Why LinkedIn Now Rewards Expertise Over Follower Count

360Brew Algorithm: Why LinkedIn Now Rewards Expertise Over Follower Count

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6 min read
European Tech Strategy: Bridging Academic Rigor & Commercial Speed

European Tech Strategy: Bridging Academic Rigor & Commercial Speed

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3 min read
Scientific Method Over Speed: Why Academics Build Better AI Ventures

Scientific Method Over Speed: Why Academics Build Better AI Ventures

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2 min read
SaaS Platform Economics: AI Convergence or Margin Collapse?

SaaS Platform Economics: AI Convergence or Margin Collapse?

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2 min read
AI Infrastructure Arms Race: $128B China Bet vs. OpenAI's Free Model Strategy

AI Infrastructure Arms Race: $128B China Bet vs. OpenAI's Free Model Strategy

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3 min read
AI Team Misalignment: The $2M Deployment Tax

AI Team Misalignment: The $2M Deployment Tax

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3 min read
OpenAI's Operator: The $50B App Extinction Event

OpenAI's Operator: The $50B App Extinction Event

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2 min read
AI-Ready R&D Culture: From Vision to $22B Revenue Impact

AI-Ready R&D Culture: From Vision to $22B Revenue Impact

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2 min read
Apple Intelligence: Privacy-First AI or Walled Garden?

Apple Intelligence: Privacy-First AI or Walled Garden?

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3 min read
Skill Gaps Cost $10k Per Employee: Build Future-Ready Teams Now

Skill Gaps Cost $10k Per Employee: Build Future-Ready Teams Now

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3 min read
DeepSeek + AI Agents: The $10M Ops Restructuring

DeepSeek + AI Agents: The $10M Ops Restructuring

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2 min read
DeepSeek R1: Open-Source AI Model Cuts Enterprise Costs 70%

DeepSeek R1: Open-Source AI Model Cuts Enterprise Costs 70%

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3 min read
Answer Engines vs. Search: Why Perplexity Matters to CTOs

Answer Engines vs. Search: Why Perplexity Matters to CTOs

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2 min read
AI-Augmented Workforce: The $2M Retention Crisis

AI-Augmented Workforce: The $2M Retention Crisis

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3 min read
AI Workforce Transformation: The $2T Reskilling Imperative

AI Workforce Transformation: The $2T Reskilling Imperative

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3 min read
AI Milestones: From da Vinci to GPT—The $2T Competence Gap

AI Milestones: From da Vinci to GPT—The $2T Competence Gap

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2 min read
Resilience Over Credentials: Why Adaptability Wins in Tech

Resilience Over Credentials: Why Adaptability Wins in Tech

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2 min read
DeepSeek R1: The $10M GPU Arbitrage That Reshapes AI Economics

DeepSeek R1: The $10M GPU Arbitrage That Reshapes AI Economics

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3 min read
Agentic AI Reality Check: Why 2026 Isn't the Inflection Point

Agentic AI Reality Check: Why 2026 Isn't the Inflection Point

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3 min read
AI Adoption Fails Without People Strategy

AI Adoption Fails Without People Strategy

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2 min read
AI-First Architecture: Why Retrofit Strategies Fail

AI-First Architecture: Why Retrofit Strategies Fail

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3 min read
MCP Agents: The $2M Automation Debt Trap

MCP Agents: The $2M Automation Debt Trap

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4 min read
AI Cost Collapse: The $10M Competitive Window Closing in 2025

AI Cost Collapse: The $10M Competitive Window Closing in 2025

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3 min read
AI-Powered App Generation: The $500k Development Cost Trap

AI-Powered App Generation: The $500k Development Cost Trap

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2 min read
Deep Research AI: The $M Research Bottleneck Solved

Deep Research AI: The $M Research Bottleneck Solved

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2 min read
AI-Driven Automation: Reskilling Over Panic

AI-Driven Automation: Reskilling Over Panic

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3 min read
GPT-5 Free Tier: The $10M Workflow Disruption

GPT-5 Free Tier: The $10M Workflow Disruption

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3 min read
EU's €200B AI Surge: Startup Funding Playbook

EU's €200B AI Surge: Startup Funding Playbook

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3 min read
DeepSeek R1: Why $6M Training Costs Threaten Your AI Budget

DeepSeek R1: Why $6M Training Costs Threaten Your AI Budget

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3 min read
AI Enablement Gap: Why Builders & Consumers Fail Without the Bridge

AI Enablement Gap: Why Builders & Consumers Fail Without the Bridge

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3 min read
Dutch Deep Tech Funding: Why €1.1B Isn't Enough

Dutch Deep Tech Funding: Why €1.1B Isn't Enough

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2 min read
Gemini 2.0 Flash: The $2M Context Window RAG Disruption

Gemini 2.0 Flash: The $2M Context Window RAG Disruption

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3 min read
Lean AI: How Dutch SMEs Cut Costs 30x Without Sacrificing Features

Lean AI: How Dutch SMEs Cut Costs 30x Without Sacrificing Features

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3 min read
Google AI Studio: The $0 Skill Gap Your Resume Can't Ignore

Google AI Studio: The $0 Skill Gap Your Resume Can't Ignore

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3 min read
Executive Burnout: Why Your Next Promotion Won't Fix It

Executive Burnout: Why Your Next Promotion Won't Fix It

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3 min read
LLM Routing: The $10M Cost Trap Most Orgs Miss

LLM Routing: The $10M Cost Trap Most Orgs Miss

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3 min read
OpenAI's Agent SDK: The $6M Platform Lock-In Decision

OpenAI's Agent SDK: The $6M Platform Lock-In Decision

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3 min read
AI Consolidation Risk: Why OpenAI Stays Off-Market

AI Consolidation Risk: Why OpenAI Stays Off-Market

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2 min read
EU AI Adoption: From Hype to $M Revenue Impact

EU AI Adoption: From Hype to $M Revenue Impact

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2 min read
Email Triage at Scale: Why AI Misses the CEO

Email Triage at Scale: Why AI Misses the CEO

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2 min read
Prompt Engineering ROI: Control AI Output, Control Costs

Prompt Engineering ROI: Control AI Output, Control Costs

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3 min read
Visual AI Generation: The $2M Design Workflow Disruption

Visual AI Generation: The $2M Design Workflow Disruption

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3 min read
Niche E-commerce at Scale: AI-Driven Inventory as Competitive Moat

Niche E-commerce at Scale: AI-Driven Inventory as Competitive Moat

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3 min read
Self-Creating AI Agents: The $2M Automation Opportunity

Self-Creating AI Agents: The $2M Automation Opportunity

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3 min read
AI Leadership Paradox: Why 92% of Teams Fail Without Human Integration

AI Leadership Paradox: Why 92% of Teams Fail Without Human Integration

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3 min read
AI Training Ethics: Why Artist Consent Matters

AI Training Ethics: Why Artist Consent Matters

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3 min read
Apple's AI Culture Trap: Why Perfectionism Kills Market Share

Apple's AI Culture Trap: Why Perfectionism Kills Market Share

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4 min read
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