Natalia Cherkasova

I explore how machines make decisions and what that means for the future. I write about concepts, breakthroughs, and the ideas reshaping our relationship with technology.

Joined on Feb 19, 2026

Natalia Cherkasova

Apr 13

Silent AI Model Updates Risk Workflow Disruption and Vendor Lock-In: Solutions for Transparency and Control

#ai #transparency #vendorlockin #workflow

16 min read

Natalia Cherkasova

Apr 10

Anthropic's Service Reliability Decline: Addressing Concerns Post-Head of Reliability Departure

#reliability #leadership #maintenance #scaling

10 min read

Natalia Cherkasova

Apr 8

Project Glasswing's Limited Release Sparks Debate on AI Accessibility and Cybersecurity Implications

#ai #cybersecurity #commercialization #a11y

11 min read

Natalia Cherkasova

Apr 6

Over-Reliance on AI Tools Atrophies Critical Thinking: Balancing Automation with Skill Development

#ai #cognition #dependency #atrophy

9 min read

Natalia Cherkasova

Apr 3

Proactive AI Security in Development: Addressing Vulnerabilities Before Production Deployment

#aisecurity #proactive #vulnerabilities #pipeline

9 min read

Natalia Cherkasova

Apr 1

Oracle Cuts 10,000 Jobs, Primarily in Technical and Leadership Roles: Impact and Response

#layoffs #tech #restructuring #innovation

14 min read

Natalia Cherkasova

Mar 30

Addressing AI Skepticism: Bridging the Gap Between Hype and Real-World Applications

#ai #skepticism #hype #reality

9 min read

Natalia Cherkasova

Mar 27

Balancing AI Progress and Risk: Addressing Cybersecurity and Misuse Concerns in Claude Mythos Development

#ai #cybersecurity #risk #innovation

11 min read

Natalia Cherkasova

Mar 25

Decentralizing AI: Reducing Costs and Increasing Accessibility Beyond Cloud Infrastructure

#ai #decentralization #opensource #efficiency

15 min read

Natalia Cherkasova

Mar 21

AI System's Internal Logic Exposed via Creative Querying: Enhanced Access Restrictions Proposed

#ai #security #llm #vulnerability

13 min read

Natalia Cherkasova

Mar 19

Bridging the Usability Gap: Simplifying AI Tools for Small Business Owners Without Technical Expertise

#ai #usability #smallbusiness #automation

17 min read

Natalia Cherkasova

Mar 16

NVIDIA-Palantir AI OS Partnership Sparks Monopolistic Control Concerns: Ethical and Societal Implications Explored

#monopoly #ai #ethics #innovation

20 min read

Natalia Cherkasova

Mar 14

Chinese Tech Firms Circumvent U.S. AI Export Restrictions via Offshore Operations: Regulatory Challenges and Solutions

#ai #sanctions #circumvention #geopolitics

13 min read

Natalia Cherkasova

Mar 13

AI-Powered Attack Exposes Global FortiGate Vulnerability: 600+ Devices Breached in 55 Countries via Weak Passwords

#cybersecurity #ai #passwords #fortigate

19 min read

Natalia Cherkasova

Mar 10

Integrating AI and Human Knowledge: Strategies for Real-World Application and Organizational Adoption

#ai #integration #adoption #interoperability

20 min read

Natalia Cherkasova

Mar 4

Efficient Markdown File Management: Collaborative System for Technical Documentation and AI Workflows in Team Settings

#markdown #documentation #collaboration #automation

12 min read