Forward-Deployed Engineer Economics 2.0: The Unit Economics Math, Six Months Later
Six months after initial analysis, FDE economics reveal profitability at scale but challenges at lower levels, impacting enterprise AI deployment strategies.
The Coding Singularity Is Real — and Steeper Than Clark Presented
Recent data confirms AI’s rapid coding capabilities and the emergence of a recursive self-improvement loop, indicating an imminent technological singularity.
Empirical data shows junior developer roles declined 40%, while senior engineers benefit from augmentation. The sector reveals a bifurcated impact of AI.
Mistral has raised over $830M, achieved $400M ARR, and trained its latest model, establishing itself as Europe’s leading commercial AI firm, despite performance gaps.
Italy’s Minerva project trained from scratch on 2.5 trillion tokens but scored only 4.9% on Italian academic tests, raising questions about scale and investment.
Portugal’s €5.5M AMÁLIA LLM is operational and outperforms many models, but critical questions about openness, native data, and goals remain unanswered.
Fair-value appraisals for used GPUs and AI hardware
Developers are testing a manual valuation tool to establish fair market prices for used GPUs and AI servers, aiming to reduce pricing disputes in secondary markets.
A new board packet generator for HOA managers is in testing, aiming to streamline monthly meeting preparations and improve transparency for small associations.
A new personal agent layer has been introduced, enabling persistent, action-oriented AI agents across digital environments. This development marks a shift in AI capabilities.
