46 posts
AI ethics is not a poster of principles; this guide turns each principle into a control point, a testable criterion, an assigned owner, and an auditable trail across the delivery lifecycle.
What is automated decision-making, which decisions fall under KVKK, and how are the right to object, human intervention, and transparency ensured? A practical design guide.
Where are AI regulations heading toward 2027? A qualitative, up-to-date guide to the EU AI Act rollout timeline, the Türkiye framework, and enterprise readiness.
How to prepare an AI risk assessment? A section-by-section guide and template: system description, data scope, risk scenarios, mitigations, human oversight, approval.
KVKK and AI debates: consent versus legitimate interest, automated decisions, using data for model training, and cross-border data transfer, in a comprehensive guide for organizations.
What is a high-risk AI system under the EU AI Act? Risk classes, the Annex III list, conformity assessment, and the obligations that follow, explained with a table and FAQ.
The European Commission's supervision and enforcement powers over GPAI providers took effect on 2 August 2026. A practical roadmap for Turkish companies plus the KVKK link.
As of August 2, 2026 the EU AI Act GPAI enforcement powers and Article 50 transparency rules are live. What changed for Turkish firms, who is in scope, and a 90-day action list.
On August 2, 2026 the Commission's GPAI enforcement powers took effect. Fines reach EUR 15M/3%; a practical compliance roadmap for companies touching the EU market from Turkey.
A field guide to the EU AI Act Article 50 transparency rules in force on August 2, 2026: chatbot disclosure, deepfake marking, and the KVKK intersection.
Claims automation, underwriting, fraud detection and policy RAG. AI use cases in insurance and KVKK obligations for high-risk automated decisions.
On August 2, 2026 GPAI enforcement powers go live: 3% fines, transparency rules, and the Digital Omnibus deferral. A practical countdown guide for Turkish companies.
EU AI Act GPAI obligations become enforceable on 2 August 2026. A guide to technical documentation, copyright, data summaries, and KVKK compliance for model providers and fine-tuners.
With the Digital Omnibus, the EU AI Act's high-risk obligations were delayed to 2027-2028. Is this a cancellation or a reprieve? A practical roadmap for Turkish exporters.
GPAI enforcement starts August 2, 2026 with fines up to 3% of turnover or €15M. A 6-week compliance sprint for Turkish companies and the KVKK link.
KVKK practice in AI projects: the duty to inform, explicit consent, legitimate interest, VERBİS, the data-processing inventory, and DPIA explained step by step with templates.
What is ISO 42001? The AI management system (AIMS) standard, Annex A controls, the certification process, EU AI Act alignment, and the situation in Türkiye.
What is an AI ethics board, why is it needed, and how do you set one up? Core ethical principles, board composition, decision processes, the ethics charter, and the EU AI Act and ISO 42001 relationship in this guide.
AI with employee data in HR and its limits under KVKK: consent, automated decisions, hiring algorithms, profiling, employee monitoring, and the EU AI Act.
What data anonymization is, masking, pseudonymization, k-anonymity and differential privacy techniques, re-identification risk, and the KVKK/GDPR context in this comprehensive guide.
How does the EU AI Act affect companies in Türkiye? Scope, timeline, risk classification, high-risk systems, GPAI, penalties, and a compliance roadmap in this guide.
How do you build KVKK-compliant AI? Processing basis, data minimization, transparency, DPIA, automated decisions, cross-border transfer, and an item-by-item compliance checklist in this comprehensive pillar guide.
On 2 August 2026 the EU AI Act's GPAI enforcement powers take effect. Fines, the Code of Practice, and practical readiness steps for companies serving the EU.
Why do AI investments fail? Wrong problem selection, data quality, the POC-to-production gap, change management, ROI uncertainty, governance, and a full prevention checklist in this comprehensive guide.
What does digital transformation with AI mean for Türkiye in 2026? Ecosystem, KVKK/EU AI Act ground, sectoral priorities, a five-layer transformation model, a priority matrix, and a roadmap.
What is an AI maturity model? A framework that measures your organization's AI maturity across data, infrastructure, talent, governance and culture in 5 levels. Self-assessment question set, scoring and a level-up action plan.
How to build an enterprise AI strategy? A step-by-step roadmap and template covering vision alignment, use-case prioritization, data, governance, change management, and scaling.
What is the EU AI Act? The EU AI Act (European Union Artificial Intelligence Act) is the world's first comprehensive horizontal AI regulation, classifying AI systems by the risk they pose and imposing obligations accordingly. This guide: a clear definition, risk classification, high-risk systems, the compliance timeline, the effect on Türkiye, GPAI rules, penalties, and FAQs.
What is AI governance? AI Governance is the framework of policies, roles, and controls through which an organization develops, deploys, and audits its AI systems in line with law, ethics, and business goals.
What is artificial intelligence? Artificial intelligence (AI) is the set of disciplines that enable machines to imitate human-like learning, reasoning, perception, and decision-making. This guide is a 2026 reference covering AI's definition, types, core technologies, industry applications, and Turkey-specific regulatory context.
Underwriting from 3 days to 3 minutes, straight-through processing to 70-90%, fraud detection improving 30%+. A practical AI roadmap for Turkish insurers with EU AI Act/KVKK reality.
How the Digital Omnibus changed the EU AI Act, what the 2 August 2026 GPAI enforcement brings, and what Turkish companies touching the EU market should do in 60 days.
On August 2, 2026 the Commission's GPAI enforcement powers go live, while the Digital Omnibus defers high-risk systems to 2027. What changes for Turkish companies?
The Digital Omnibus defers high-risk AI obligations from 2 August 2026 to 2 December 2027. Full timeline, what Annex III means, Article 99 penalties, the KVKK overlap, and a concrete 16-month readiness plan from the field.
26% of Fortune 500 named a CAIO by 2026 (up from 11% in 2024). 50%+ now report directly to the CEO or board. A C-level playbook comparing CAIO vs CDO vs expanded CTO, the 7 core CAIO responsibilities, a full JD template, reporting structures (hub-and-spoke vs centralized vs federated), timing guidance for Turkish holdings, and fractional-CAIO alternatives for SMEs.
Of FDA's 1,451 AI-enabled medical devices, 1,104 are in radiology; in January 2026 Aidoc earned single-CT multi-condition detection clearance. A complete healthcare AI playbook for Turkish hospitals: SaMD pathway, HL7 FHIR integration, the HIPAA + KVKK + ISO 27799 compliance matrix, and case studies from Acıbadem, Memorial, and Medipol.
A complete compliance playbook for Turkish banks: BDDK's AI Safe Testing and Validation Environment (AI Sandbox) launched February 2026 with ~30 banks and 100 CIOs, KKB's shared testing infrastructure, the EU AI Act's high-risk classification of credit scoring, and real-world use cases in credit scoring, fraud detection, AML and call center — with documented case studies.
KVKK's March 12, 2026 Agentic AI guidance redefines multi-step data processing, deepened black-box concerns, and responsibility allocation for agentic AI systems. Includes the 15-question assessment framework, a 7-step DPIA template, agentic-AI-specific risks, and banking and e-commerce case studies — a complete implementation guide for Turkish DPOs.
On August 2, 2026 the European Commission's full enforcement powers under the AI Act take effect: fines up to EUR 35M or 7% of global turnover, GPAI provider obligations, CE marking for high-risk systems, and EU representative designation. The Act applies extraterritorially to every Turkish company placing AI on the EU market — this guide is your end-to-end compliance roadmap.
Detailed comparison of 15 real ChatGPT rivals: Claude, Gemini, Perplexity, Copilot, Mistral Le Chat, DeepSeek, Qwen, Pi, Grok, You.com, Poe, HuggingChat, Meta AI, Character.AI, Jasper. Model, price, strengths, weaknesses, KVKK status, Turkish fluency, and an 8-scenario selection guide.
Mistral AI's flagship models (Mistral Large 2, Codestral, Mixtral 8x22B MoE, Mistral NeMo, Le Chat), a map of European AI companies (Aleph Alpha, Stability AI, Synthesia, DeepL, Hugging Face, Helsing), the impact of the EU AI Act + GDPR, the open-source and sovereign-AI strategy, and a scenario-based selection guide for Turkish companies.
A comprehensive Turkish guide spanning the philosophical foundations of AI ethics and safety to production controls. Covers responsible AI principles (FAT — Fairness, Accountability, Transparency, Privacy, Safety), bias sources and mitigation, hallucination control, alignment techniques (Constitutional AI, RLHF, RLAIF), prompt injection and jailbreak defenses, deepfake detection, red teaming, EU AI Act + ISO 42001 integration, a responsible-AI maturity model, and 3 anonymized Turkish enterprise case studies.
The most current, detailed 2026 Turkish guide to adapting an LLM to your domain. Covers when fine-tuning is necessary, the math behind LoRA, 4-bit training with QLoRA, why DPO beats PPO, modern alternatives (ORPO/KTO/IPO), Turkish dataset sources, GPU/cloud cost modeling, production pipelines, 3 anonymized Turkish enterprise case studies, and KVKK-compliant training. For developers, MLOps engineers, and AI architects.
A comprehensive 2026 reference explaining how AI agents work, which architectures solve which problems, and what they mean for Turkish enterprises. Covers ReAct, multi-agent, MCP, tool use, computer use, browser agents, frameworks (LangGraph / AutoGen / CrewAI / Claude Code), production concerns, evaluation, security, KVKK compliance, and three anonymized Turkish case studies.
A unified compliance framework for AI systems covering Turkey's KVKK, the EU AI Act, and the international ISO 42001 standard. Includes a regulation-overlap matrix, EU AI Act risk levels, a 12-month implementation roadmap, a 47-item checklist, and sector-specific practices — a practical reference for C-level and compliance leaders.
A 7-stage maturity model that structures the enterprise AI adoption journey in Turkey: definitions for each stage, scoring criteria across four dimensions (strategy, data, talent, governance), a 21-question self-assessment, and stage-transition patterns. A production-focused reference framework aligned with KVKK + EU AI Act + ISO 42001.