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szia.ai

Plain-language essays on how AI actually works and what it means for business — written by Marton Antal Szel.

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Latest posts

Mind the Orchestrator: Agentic Apps That Let Your Business Shine Instead of Eating Your Resources

A practical guide to agentic apps: the components, the app builder checklist, which tasks to automate first, and a rollout where apps learn from usage.

Forward-looking Laziness: What Changes When AI Writes 95% of the Code

AI-enhanced delivery gives a ~1.5x speedup almost for free. Reaching a 3-5x organization-wide speedup takes real orchestration mastery and AI strategy.

2026: AI Won't Take Your Job (It'll Take Your Busywork)

AI in 2026 is less about replacing jobs and more about integration: agent platforms, efficient local models, verifiable code, and smarter retrieval.

Engineering Intelligence from Autocomplete

How AI systems are engineered from “mere autocomplete” into reliable tools for real-world tasks — from enterprise question answering to theorem proving.

Breaking Bot: Hacking & Defending LLM-based Applications

How attackers break LLM apps — jailbreaks, prompt injection, poisoned models — and the layered defenses, guardrails and red teaming that contain a breach.