Future

The Prospective Dimension of AI — what labs are building today and what this means for tomorrow. Papers no one has read, architectures still in preprints, and trends that will rewrite the field in 18 months.

🔬 LaboratoryEvergreen · FrontierPrezenceAI

The End of the Transformer Era? Post-Scaling Architectures and the Next Paradigm

SSM, MoE and neuromorphic computing — what frontier labs build beyond the transformer.

🎯 DirectionsSeasonal

Path to AGI: The Technical Indicators Signaling General Intelligence

Benchmarks, emerging capabilities, and the 5-year horizon according to the labs.

📊 ImpactsSeasonal

Post-Work Economy: How Agent Automation Redefines GDP

300 million jobs exposed — verifiable data on real economic impact.

⚙️ ApplyTools

Claude vs. GPT vs. Gemini: Who Wins in Each Category

⚙️ ApplySamples

Inside Llama 3: Anatomy of an Open LLM

💰 GainGrowth

Prompt Engineer vs. Agent Architect

⚙️ Apply · Learning

From Python to Agent Orchestration: The Complete Roadmap

💰 Gain · Money

Agent Economy: One-Employee Companies

💰 Gain · Time

Infinite Workforce: Scaling with Digital Clones