New Model Alert!
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New Model Alert!
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https://huggingface.co/vanta-research/scout-4b
vanta-research/scout-4b
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https://huggingface.co/vanta-research/scout-4b
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Entity-002: SCOUT - Reconnaissance Intelligence
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Entity-002: SCOUT - Reconnaissance Intelligence
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VANTA Research: Entity-002 Release
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VANTA Research: Entity-002 Release
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We're releasing Scout, the second model in our Entity series exploring cognitive diversity in AI systems. 
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We're releasing Scout, the second model in our Entity series exploring cognitive diversity in AI systems. 
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OVERVIEW
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OVERVIEW
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Scout is a 4B parameter model optimized for tactical problem decomposition and situational assessment. Built on Gemma3 4B using iterative LoRA merging methodology. 
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Scout is a 4B parameter model optimized for tactical problem decomposition and situational assessment. Built on Gemma3 4B using iterative LoRA merging methodology. 
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CHARACTERISTICS: 
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CHARACTERISTICS: 
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- Context-aware questioning before recommendations
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- Context-aware questioning before recommendations
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- Structure protocol generation for complex scenarios
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- Structure protocol generation for complex scenarios
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- Risk-weighted decision frameworks
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- Risk-weighted decision frameworks
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- Time-constrained action planning
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- Time-constrained action planning
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DIFFERENTIATION: 
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DIFFERENTIATION: 
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Where Entity-001 (Wraith) focuses on pattern analysis and abstract reasoning, Scout emphasizes operational planning and execution frameworks. 
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Where Entity-001 (Wraith) focuses on pattern analysis and abstract reasoning, Scout emphasizes operational planning and execution frameworks. 
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APPLICATIONS:
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APPLICATIONS:
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- Infrastructure assessment and planning
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- Infrastructure assessment and planning
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- Incident response protocol development
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- Incident response protocol development
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- System migration planning
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- System migration planning
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- Technical decision support
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- Technical decision support
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Scout is part of ongoing research in personality-enhanced language models and cognitive fit optimization. 
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Scout is part of ongoing research in personality-enhanced language models and cognitive fit optimization. 
New Model Alert!
https://huggingface.co/vanta-research/scout-4b

Entity-002: SCOUT - Reconnaissance Intelligence

VANTA Research: Entity-002 Release

We're releasing Scout, the second model in our Entity series exploring cognitive diversity in AI systems. 

OVERVIEW
Scout is a 4B parameter model optimized for tactical problem decomposition and situational assessment. Built on Gemma3 4B using iterative LoRA merging methodology. 

CHARACTERISTICS: 
- Context-aware questioning before recommendations
- Structure protocol generation for complex scenarios
- Risk-weighted decision frameworks
- Time-constrained action planning

DIFFERENTIATION: 
Where Entity-001 (Wraith) focuses on pattern analysis and abstract reasoning, Scout emphasizes operational planning and execution frameworks. 

APPLICATIONS:
- Infrastructure assessment and planning
- Incident response protocol development
- System migration planning
- Technical decision support

Scout is part of ongoing research in personality-enhanced language models and cognitive fit optimization. 
👍
John6666