Large Language Models

4 Min Read

onAugust 15, 2025

Why Anthropic’s Claude API Revocation From OpenAI Just Exposed the Broken Economics of Cross-Model Benchmarking

The AI industry just built a wall around fair comparisons, and your enterprise is about to pay for it in ways you haven’t imagined yet.

5 Min Read

Artur Markus

onAugust 10, 2025

Why GPT-5’s 22% Error Reduction Is Actually Making Enterprise Developers Less Competent

Your best developers are forgetting how to debug because GPT-5 does it for them – and that’s just the beginning of a competency crisis…

4 Min Read

Artur Markus

onAugust 6, 2025

Why the Pentagon’s $200M Frontier AI Blackouts Just Exposed Military AI’s Transparency Crisis

The Pentagon just dropped $200M on frontier AI and won’t tell us what they’re building—while testing autonomous killer vehicles in…

4 Min Read

Artur Markus

onAugust 6, 2025

Why DeepCogito v2’s Reasoning Breakthrough Just Exposed the Toxic Lie Behind Enterprise AI Consulting

The $2M AI strategy your consultant pitched yesterday? They’re already obsolete—and DeepCogito v2’s reasoning engine just proved…

1 Min Read

Artur Markus

onAugust 4, 2025

Why OpenAI’s O3 vs. DeepSeek-R1 Performance Parity Proves Enterprise AI Procurement Is About to Break

Your CTO just approved a $2M annual OpenAI contract while a competitor deployed equivalent performance for $20K—and the board is about to ask why.

4 Min Read

Artur Markus

onJuly 31, 2025

Why AI Startup Valuations Are Becoming Detached From Fundamental Business Reality

Your AI vendor just raised at a $10B valuation but can’t explain how they’ll ever make money—and when reality hits, your…

3 Min Read

Artur Markus

onJuly 28, 2025

Why SAP’s New AI-First ERP Strategy Just Obsoleted Your Enterprise IT Roadmap

While you’re debating AI strategy in quarterly planning meetings, SAP just made your current ERP system the equivalent of running…

2 Min Read

Artur Markus

onJuly 25, 2025

Why AI-Generated Code Vulnerabilities Are Creating a $2 Trillion Security Debt Crisis

Every iteration of AI-assisted code refinement is silently multiplying critical security vulnerabilities at a rate that makes traditional…

3 Min Read

Artur Markus

onJuly 24, 2025

Why AI Model Safety Reports Are Becoming Corporate Theater—And What Real Transparency Actually Looks Like

The industry’s most celebrated AI safety report just revealed absolutely nothing about whether the model will leak your proprietary data…

2 Min Read

Artur Markus

onJuly 24, 2025

Why SWE-Bench Scores Are the New Market Cap Metric – The Infrastructure Reality Behind AI Model Rankings

The AI model that crushed every reasoning benchmark just failed to merge a simple pull request. Welcome to the $50 billion gap between lab…

Large Language Models

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