Work & Careers
Hiring, workforce change and the engineering job market.
Autopilot-Jobhunt: A New Era of Automated, AI-Assisted Job Searching
An exploration of 'Autopilot-Jobhunt', an AI-powered tool that automates the tedious aspects of job searching, the technical architecture behind it (TinyFish/OpenRouter), and the broader implications for the automated, AI-on-AI hiring landscape.
The CompTIA Path That Actually Builds Skills Employers Want
An article on the value of IT certifications for building practical skills in networking, cybersecurity, and cloud, especially through cost-effective resources.
PM Frames Sweeping New AI Regulations as the Equivalent of Labour Movement Touchstones Like Winning a Minimum Wage
Australia’s new AI policy demands energy-positive datacenters and creator consent—framed not as tech regulation, but as economic sovereignty.
The NFL's Hidden Mortality Paradox: Why Players Live Longer But Lose Their Minds Four Times Faster
A landmark study of nearly 20,000 NFL players reveals a fourfold increase in neurodegenerative mortality—including 3.8x higher dementia and 3.88x higher Parkinson's disease rates—despite lower all-cause mortality, highlighting the STARS effect and dose-response relationship with career length.
The Office You Left Behind: Why Remote Work Is the Real Career Killer for Young Professionals
New data tracking 243 million hires reveals that remote work, not AI, is collapsing entry-level hiring. Here's how physical distance breaks the mentorship pipeline and what structured hybrid systems can do to fix it.
Google Just Lost Two of Its Best AI Minds in Seven Days
Gemini co-lead Noam Shazeer heads to OpenAI while AlphaFold creator John Jumper joins Anthropic, raising concerns about Google's ability to retain elite AI talent and internal questions about its developer-facing coding products.
Meta’s Build-Your-Own-Workforce Gamble to Sustain AI Growth
Meta Platforms is bypassing traditional recruiting to launch its own specialized training academy, aiming to build a pipeline of skilled labor for its data center construction requirements.
Why Liquid AI's 230M-Parameter Model Beats Bigger Systems at the Jobs That Matter
Liquid AI's LFM2.5-230M demonstrates that the future of production AI isn't about scale — it's about task-specific optimization. At just 230 million parameters, this model beats models 4× its size at structured data extraction and runs on smartphones, laptops, and robotics hardware without cloud dependency.
The Autonomous Architect's New Direction: Sterling Anderson's Career Shift
An analysis of Sterling Anderson's career shift from co-founding self-driving pioneer Aurora to leading virtualization as General Motors' Chief Product Officer.
The Collaborative Apes: How Evolutionary Biology Explains Evolved Altruism and Community Trust
An exploration of positive evolutionary psychology, revealing how the same adaptive mechanisms that explain human conflict also drive our deepest capacities for cooperation, trust, and egalitarian community building.
Deprecating the Legacy Footprint: My Blueprint Analysis of Oracle's 21,000-Employee Reorganization
Oracle cuts 21,000 employees as it shifts resources to OCI AI supercomputing infrastructure. Analysis of the workforce reduction, Cerner integration, and operational security implications.
Sweden's Fika Jobs Raises $4 Million to Replace Resumes with Interactive AI-Led Video Portfolios
Stockholm-based Fika Jobs has raised a $4M pre-seed round to substitute traditional resume screening with video profiles created via ten-minute conversations with Gemini-powered AI interviewers.