Analyzing Aleph Alpha’s strategic pivot, funding, and acquisition to understand the structural challenges of European sovereign-LLMs and their implications.
The Latest
Aleph Alpha. The retrospective case.
Software engineering. The canonical case.
New data confirms a 40% drop in junior hiring and a bifurcated impact of AI on software engineers, with juniors displaced and seniors augmented.
OpenEuroLLM. The third path.
European consortium OpenEuroLLM faces compute resource challenges amid progress toward multilingual open-source LLMs, highlighting limits of pan-European AI efforts.
The Coding Singularity Is Real — and Steeper Than Clark Presented
New data confirms AI’s coding capabilities have advanced faster than previously thought, accelerating the potential for recursive self-improvement loops in AI development.
Mistral. The fourth path.
Mistral raises $830M, becomes Europe’s top venture-backed AI firm, but faces capability gaps compared to US leaders, raising strategic questions.
Minerva. The opposite path.
Italy’s Minerva-3B, trained from scratch on 2.5 trillion tokens, scores only 4.9% on Italian academic tests, raising questions about scale and investment.
The Forecast Is the Plan.
Major AI organizations publicly commit to automating AI R&D, signaling a strategic shift with broad implications for the industry and future capabilities.
AMÁLIA · The Three Hard Questions.
Portugal’s €5.5M AMÁLIA model is operational, but key structural questions about openness, native data, and goals remain unresolved, impacting policy and research.
The Atlas. What the framework is.
The Post-Labor Transition Atlas offers an empirical, multi-dimensional framework analyzing AI-driven labor displacement, policy responses, and structural alternatives as of 2026.
Fair-value appraisals for used GPUs and AI hardware
New approach proposes manual fair-value appraisals for used GPUs and AI servers to improve pricing transparency in secondary markets.
