Dr Hernani Costa

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

Amsterdam, Netherlands Joined on Jan 5, 2026 https://coreventures.xyz

Education

PhD in Computational Linguistics

Work

CEO & Founder at Core Ventures

Dr Hernani Costa

Feb 17

GPT-5.1 Workflow Redesign: 6 Upgrades Cutting Decision Latency

#ai #automation #business #productivity

4 min read

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Cover image for 30B Parameter Models: When API Costs Become Infrastructure Liability

Dr Hernani Costa

Feb 17

30B Parameter Models: When API Costs Become Infrastructure Liability

#ai #business #automation #infrastructure

3 min read

Cover image for Founder Role Evolution: The 6-Month Adaptation Imperative

Dr Hernani Costa

Feb 17

Founder Role Evolution: The 6-Month Adaptation Imperative

#ai #business #leadership #automation

3 min read

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

Dr Hernani Costa

Feb 17

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

#ai #business #automation #productivity

3 min read

Cover image for €120K AI Decision: Build vs Buy Framework 2026

Dr Hernani Costa

Feb 17

€120K AI Decision: Build vs Buy Framework 2026

#ai #business #automation #architecture

3 min read

Cover image for LLM Hallucinations: The Translation Problem CEOs Ignore

Dr Hernani Costa

Feb 17

LLM Hallucinations: The Translation Problem CEOs Ignore

#ai #machinelearning #business #automation

3 min read

Cover image for PhD to AI Governance: Why Theory Beats Hype

Dr Hernani Costa

Feb 17

PhD to AI Governance: Why Theory Beats Hype

#ai #governance #business #automation

3 min read

Cover image for Document-Grounded AI: The $50k Onboarding Shortcut

Dr Hernani Costa

Feb 16

Document-Grounded AI: The $50k Onboarding Shortcut

#ai #automation #business #productivity

5 min read

Cover image for AI-Powered Interfaces: Stop Optimizing Broken Systems

Dr Hernani Costa

Feb 16

AI-Powered Interfaces: Stop Optimizing Broken Systems

#ai #automation #business #strategy

6 min read

Cover image for LinkedIn 360Brew: Why Substance Now Beats Scale

Dr Hernani Costa

Feb 16

LinkedIn 360Brew: Why Substance Now Beats Scale

#ai #business #productivity #automation

6 min read

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

Dr Hernani Costa

Feb 16

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

#ai #learning #automation #business

7 min read

Cover image for Solo Founders Now Outcompete Your Team: AI Reshapes SME Strategy

Dr Hernani Costa

Feb 16

Solo Founders Now Outcompete Your Team: AI Reshapes SME Strategy

#ai #business #automation #strategy

8 min read

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

Dr Hernani Costa

Feb 16

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

#ai #business #automation #productivity

8 min read

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

Dr Hernani Costa

Feb 16

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

#ai #business #productivity #automation

6 min read

Cover image for Hidden AI Capabilities: Discovery at System Limits

Dr Hernani Costa

Feb 16

Hidden AI Capabilities: Discovery at System Limits

#ai #automation #business #productivity

6 min read

Cover image for AI Native Work Habits: The $100k Productivity Trap

Dr Hernani Costa

Feb 16

AI Native Work Habits: The $100k Productivity Trap

#ai #automation #business #productivity

5 min read

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

Dr Hernani Costa

Feb 16

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

#ai #business #productivity #automation

6 min read

Cover image for AI Native Work Habits: Breaking 8 Costly SME Rituals

Dr Hernani Costa

Feb 16

AI Native Work Habits: Breaking 8 Costly SME Rituals

#ai #productivity #business #automation

5 min read

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

Dr Hernani Costa

Feb 16

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

#ai #seo #automation #business

7 min read

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

Dr Hernani Costa

Feb 16

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

#ai #automation #productivity #business

8 min read

Cover image for Senior Developer Entry Level: AI Reshaped Hiring

Dr Hernani Costa

Feb 16

Senior Developer Entry Level: AI Reshaped Hiring

#ai #career #business #automation

5 min read

Cover image for Production AI: Why Demo Builders Fail at Scale

Dr Hernani Costa

Feb 16

Production AI: Why Demo Builders Fail at Scale

#ai #architecture #automation #business

7 min read

Cover image for GBP Video Verification: The $10k Entity Recognition Gap

Dr Hernani Costa

Feb 16

GBP Video Verification: The $10k Entity Recognition Gap

#seo #business #ai #automation

10 min read

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

Dr Hernani Costa

Feb 16

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

#ai #opensource #architecture #business

4 min read

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

Dr Hernani Costa

Feb 16

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

#career #engineering #productivity #business

2 min read

Cover image for AI Adoption at Scale: The $110B Inflection Point

Dr Hernani Costa

Feb 16

AI Adoption at Scale: The $110B Inflection Point

#ai #automation #business #strategy

11 min read

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

Dr Hernani Costa

Feb 16

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

#ai #enterprise #automation #business

3 min read

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

Dr Hernani Costa

Feb 15

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

#ai #business #privacy #automation

4 min read

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

Dr Hernani Costa

Feb 15

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

#quantum #ai #business #innovation

4 min read

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

Dr Hernani Costa

Feb 15

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

#ai #automation #business #productivity

18 min read

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

Dr Hernani Costa

Feb 15

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

#ai #ethics #business #automation

4 min read

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

Dr Hernani Costa

Feb 15

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

#ai #multimodal #enterprise #architecture

14 min read

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

Dr Hernani Costa

Feb 15

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

#ai #beginners #business #automation

3 min read

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

Dr Hernani Costa

Feb 15

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

#ai #automation #python #productivity

4 min read

Cover image for AI Founders: Navigate 6 Converging Tech Currents Beyond Core AI

Dr Hernani Costa

Feb 15

AI Founders: Navigate 6 Converging Tech Currents Beyond Core AI

#ai #business #automation #strategy

33 min read

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

Dr Hernani Costa

Feb 15

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

#ai #database #architecture #automation

9 min read

Cover image for AI CTO: Why Ecosystem Vision Beats Algorithm Tunnel Vision

Dr Hernani Costa

Feb 15

AI CTO: Why Ecosystem Vision Beats Algorithm Tunnel Vision

#ai #architecture #strategy #business

4 min read

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

Dr Hernani Costa

Feb 15

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

#ai #automation #business #productivity

10 min read

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

Dr Hernani Costa

Feb 15

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

#ai #database #architecture #performance

19 min read

Cover image for Solo Founders: The $50k AI Coding Workflow

Dr Hernani Costa

Feb 15

Solo Founders: The $50k AI Coding Workflow

#ai #productivity #automation #business

5 min read

Cover image for Exposome & Hair Loss: The $2B Personalization Opportunity

Dr Hernani Costa

Feb 15

Exposome & Hair Loss: The $2B Personalization Opportunity

#ai #healthtech #innovation #business

13 min read

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

Dr Hernani Costa

Feb 15

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

#ai #learning #productivity #business

5 min read

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

Dr Hernani Costa

Feb 14

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

#ai #automation #productivity #business

9 min read

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

Dr Hernani Costa

Feb 14

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

#ai #productivity #automation #business

10 min read

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

Dr Hernani Costa

Feb 14

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

#ai #education #business #automation

3 min read

Cover image for Prompt Engineering for Business: Turn AI Vagueness Into Revenue

Dr Hernani Costa

Feb 14

Prompt Engineering for Business: Turn AI Vagueness Into Revenue

#ai #productivity #automation #business

3 min read

Cover image for ChatGPT Model Selection: Matching Tools to Business Outcomes

Dr Hernani Costa

Feb 14

ChatGPT Model Selection: Matching Tools to Business Outcomes

#ai #productivity #business #automation

3 min read

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

Dr Hernani Costa

Feb 14

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

#ai #productivity #automation #business

3 min read

Cover image for AI Personas & Follow-Ups: Extracting Expert-Level Insights

Dr Hernani Costa

Feb 14

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

#ai #productivity #automation #business

4 min read

Cover image for Personal AI Planning: From Chaos to Action in 3 Prompts

Dr Hernani Costa

Feb 14

Personal AI Planning: From Chaos to Action in 3 Prompts

#ai #productivity #automation #business

3 min read

Cover image for AI Creative Blocks: Turn Ideation Friction Into Output

Dr Hernani Costa

Feb 14

AI Creative Blocks: Turn Ideation Friction Into Output

#ai #creativity #productivity #automation

3 min read

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

Dr Hernani Costa

Feb 14

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

#ai #business #automation #productivity

4 min read

Cover image for From AI Novice to Confident Operator: Your Readiness Checkpoint

Dr Hernani Costa

Feb 14

From AI Novice to Confident Operator: Your Readiness Checkpoint

#ai #learning #productivity #business

3 min read

Cover image for Netherlands' AI Coalition: National Strategy or Fragmented Gambit?

Dr Hernani Costa

Feb 14

Netherlands' AI Coalition: National Strategy or Fragmented Gambit?

#ai #business #strategy #automation

6 min read

Cover image for AI Agent Frameworks: The $500k Decision Founders Get Wrong

Dr Hernani Costa

Feb 14

AI Agent Frameworks: The $500k Decision Founders Get Wrong

#ai #automation #business #productivity

23 min read

Cover image for UAE's AI Infrastructure Play: Beyond the ChatGPT Hype

Dr Hernani Costa

Feb 14

UAE's AI Infrastructure Play: Beyond the ChatGPT Hype

#ai #strategy #infrastructure #business

4 min read

Cover image for Google's AI Hardware: The $250/mo Platform Tax for Founders

Dr Hernani Costa

Feb 14

Google's AI Hardware: The $250/mo Platform Tax for Founders

#ai #hardware #business #founders

5 min read

Cover image for AI Video Generation: The $500K Production Cost Trap

Dr Hernani Costa

Feb 14

AI Video Generation: The $500K Production Cost Trap

#ai #automation #business #productivity

3 min read

Cover image for Google's AI-First Strategy: Where Your Startup Fits

Dr Hernani Costa

Feb 14

Google's AI-First Strategy: Where Your Startup Fits

#ai #startup #strategy #business

4 min read

Cover image for Applied AI Dominance: Why Vertical Solutions Beat Foundation Models in 2025

Dr Hernani Costa

Feb 14

Applied AI Dominance: Why Vertical Solutions Beat Foundation Models in 2025

#ai #startup #business #agents

6 min read

Writing Debut

Core Ventures

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