Format: News
AI & Automation
PropTech in Algeria: How AI Is Disrupting Real Estate Valuation, Listings
Algeria's Housing Crisis Meets the Digital Age Algeria faces one of the most complex housing challenges in the Mediterranean basin. Between 2020 and 2024 alone, the government distributed 1.7 million housing units of various types, yet the demand shows no sign of abating — the
Policy & Regulation
Open Source as National Policy: Should Algeria Mandate Government Software Transparency?
The Cost of Proprietary Dependency Algeria's government runs on software it does not control. Across ministries, wilayas, and public enterprises, the technology stack is overwhelmingly proprietary: Microsoft Windows and Office dominate desktops, Oracle databases underpin
Skills & Careers
From Open Source Contributor to Hired: How Algerian Developers Are Building Careers
The Green Squares That Open Doors In a country where a computer science degree from a public university carries inconsistent weight with international employers, and where professional certifications can cost several months' salary, Algerian developers have found a credentialing
Cybersecurity & Risk
Deepfake Defense: Voice Cloning, Safe Words, and the Trust Architecture You Need
Voice cloning technology can now replicate a person's voice from just three seconds of audio with 85% accuracy, according to McAfee researchers who tested the technology across multiple platforms. Fraud cases using cloned voices to impersonate family members are no longer theoretical.
Cybersecurity & Risk
AI Hallucinations: When Claude Fabricated Board Deck Numbers for Months
AI strategist Nate B. Jones recently shared an anecdote that should unsettle every organization using AI for executive reporting.
AI & Automation
AI Safety: When an Agent Decided to Destroy a Stranger’s Reputation
On February 11, 2026, an AI agent autonomously decided to destroy a stranger's reputation. It researched his identity, crawled his code contribution history, searched the open web for personal information, and constructed a psychological profile.
Cybersecurity & Risk
AI Trust: The Four Levels of Architecture Every Organization Needs
We've deployed autonomous AI systems into relationships of trust without building the trust architecture those systems require. That's the core diagnosis emerging from a wave of AI agent failures in early 2026 — from fabricated board presentations to autonomous reputation
Cybersecurity & Risk
Why Telling AI Agents “Don’t Do Bad Things” Doesn’t Work: Anthropic’s 16-Model Study
Anthropic's study "Agentic Misalignment: How LLMs Could Be Insider Threats" tested 16 frontier models from Anthropic, OpenAI, Google, Meta, xAI, and other developers. The headline finding should make every organization deploying AI agents reconsider its safety strategy: adding
Policy & Regulation
Net Neutrality and the Splinternet: Is the Open Internet Fragmenting Beyond Repair?
The Internet Was Never Supposed to Have Borders The foundational design of the internet — packet switching, open protocols, end-to-end connectivity — assumed a single, interoperable global network. For approximately two decades, that assumption held.
Infrastructure & Cloud
The Linux Kernel at 35: How Open Source Became the Infrastructure Layer of the Entire
The Most Important Software Project in History In August 1991, a 21-year-old Finnish computer science student named Linus Torvalds posted a modest message to the comp.os.minix Usenet newsgroup: "I'm doing a (free) operating system (just a hobby, won't be big and professional
Policy & Regulation
Civic Tech and Open Government: How Technology Is Transforming Citizen Participation in
The Promise of Technology-Enabled Democracy Civic technology -- tools and platforms that enable citizens to participate in governance, access public information, and hold institutions accountable -- has emerged as one of the most consequential applications of digital
