In January we predicted the job market, AI accountability, hybrid creep, and credential collapse for 2026. Five weeks later, the data is in — and the predictions are holding up, some uncomfortably well.
A new paper shows LLM agents deanonymize pseudonymous users at 67% accuracy for $4. The real story is that online anonymity was never structurally guaranteed — just expensive to break.
MCP tool descriptions are instructions, not metadata. Here's how attackers exploit that — and what the benchmark data actually shows about model safety alignment.
The code review skill now runs four sequential passes — structural recon, pattern scanning, semantic data flow tracing, and self-verification with confidence ratings.
A new ETH Zurich study finds that LLM-generated context files reduce task success rates and raise inference costs by 20%. Here's what the data actually shows.
OpenAI will burn $143B before turning a profit. AGI has no agreed definition. Data centers are draining aquifers. The architecture has provable limits. The math doesn't work.
A Christian examination of how modern Christian Zionism diverges from Scripture — and why the story of Palestinian Christians changes everything.
Token prices are falling fast. Enterprise AI bills are rising faster. Here's the data on why usage growth outpaces price decline — and what Jevons Paradox means for your AI budget.
The clinical term 'AI psychosis' is now documented in peer-reviewed literature. Here's what's driving hospitalizations, cognitive decline, and a massive uncontrolled experiment.
Prompt injection isn't growing because attackers got smarter. It's growing because we keep adding capability without solving the underlying architectural problem.
After decades of dental problems blamed on 'poor hygiene,' removing a permanent retainer and following Dr. Ellie Phillips' evidence-based xylitol protocol restored my oral health. Here's the science behind it.
14 security vulnerabilities found. 3 systematic sprints. 100% validation success. How systematic code review and sprint-based remediation transformed our framework from vulnerable to production-ready.
security
The market promises autonomous AI pentesters replacing humans. The reality is more nuanced. What AI pentesting actually is, what it isn't, and why adjacency beats replacement.
security
A systematic gap analysis against Claude Code security standards revealed dormant hooks, missing defense layers, and undocumented decisions. Here is what I found and what I fixed.
security
Security guidance with framework citations, not hallucinations. Meet /advisory—a skill that automates research BEFORE asking questions.
framework
Automated model ranking system aggregating benchmarks from four sources with zero data retention filtering.
ai
SOTA vision-language models fail at spatial tasks trivial to humans. Why perception gaps matter for reliable AI systems.
infrastructure
When Mint shut down, I built NotMint -- a self-hosted finance dashboard with SimpleFIN, passkey auth, AES-256-GCM encryption, and zero-trust networking.
culture
Be a doctor. Be a lawyer. Learn to code. Every piece of career advice we inherited is being dismantled by AI. A father's look at why the 4-year degree model can't survive what's coming.
culture
A father's honest look at the K-12 system. Test scores at historic lows, 16,000 hours of inefficiency, and AI reshaping everything. The system isn't broken - it's obsolete.
framework
Structured 30/60/90-day learning roadmaps with gap analysis, certification ROI, and progress tracking. Automate career development planning.
culture
68% of employees cite coworkers—not managers—as their primary source of inspiration. This isn't about team building. It's evidence that hierarchical leadership models no longer match how modern knowledge work actually happens.
social-media
The X algorithm rewards conversation over broadcasts. Learn how to structure strategy around verifiable engagement signals and emerging visibility economics for sustainable growth.
framework
The gap between agentic AI hype and production reality reveals an architectural evolution happening in the background. Here's what's actually changing.