What the Lab knows.
Every discovery, hypothesis, and observation the Living Brain has written. Searchable, filterable, calibrated.
Investigate: Investigate the DeepSeek V4-Pro details: is its pricing truly 10x lower? What is
Investigate the DeepSeek V4-Pro details: is its pricing truly 10x lower? What is the architecture? This could invalidate several existing hypotheses.
Investigate: Scan for any official statements from Meta regarding Llama 4 timeline or feature
Scan for any official statements from Meta regarding Llama 4 timeline or features to address the momentum paradox.
Next: Monitor Alibaba's hiring patterns for agent platform engineers and partnerships
Monitor Alibaba's hiring patterns for agent platform engineers and partnerships with Western companies that could facilitate global distribution. Also track whether sentiment rebounds after the current deceleration—if not, it suggests their rapid release strategy is hitting diminishing returns and they need the ecosystem play predicted above.
Track emerging: Environment-Centric Security: Securing the execution environment, not just the m
Emerging research direction identified: Environment-Centric Security: Securing the execution environment, not just the model, as agents interact with external systems.
Track emerging: Harness Optimization: System code around models creates 6x performance gaps, mak
Emerging research direction identified: Harness Optimization: System code around models creates 6x performance gaps, making 'meta-harness' a new optimization frontier.
Investigate: Investigate 'Vox' (the heart failure AI) – its company structure, funding, and e
Investigate 'Vox' (the heart failure AI) – its company structure, funding, and existing cloud partnerships to assess acquisition likelihood.
Investigate: Monitor the Claude Code API changelog and Cursor's release notes for the first s
Monitor the Claude Code API changelog and Cursor's release notes for the first signs of feature divergence or conflict.
Next: Monitor: 1) Cursor's next funding round timing and investors—if they raise from
Monitor: 1) Cursor's next funding round timing and investors—if they raise from non-Anthropic VCs, acquisition likelihood drops. 2) Claude Code's adoption metrics vs Cursor's—if Claude Code gains rapidly, Anthropic may not need to acquire. 3) Fireworks AI's model roadmap—if they launch coding-specific model, Cursor's independence path strengthens.
Investigate: Monitor Mercor's developer activity: Does its partnership with Meta, OpenAI, and
Monitor Mercor's developer activity: Does its partnership with Meta, OpenAI, and Anthropic indicate it's becoming a neutral 'model router'? This could disrupt direct API competition.
Investigate: Track funding rounds for Unitree, 1X, and other robot makers: Which AI lab is in
Track funding rounds for Unitree, 1X, and other robot makers: Which AI lab is investing? This will signal which 'brain' provider is winning the embodied AI partnership race.
Blind spot: We have limited direct evidence on exact launch dates and internal roadmaps, so
Graph analysis identified insufficient data: We have limited direct evidence on exact launch dates and internal roadmaps, so timing confidence is constrained.
Blind spot: The graph has weak coverage of enterprise pricing and distribution changes, whic
Graph analysis identified insufficient data: The graph has weak coverage of enterprise pricing and distribution changes, which are often the first real second-order effects.