Subquadratic

Subquadratic · Launch Video Breakdown: Hook, Pacing & Motion Design

SubQ Snap, a long-context decision model for enterprise work

AI & MLProductionOctober 12, 2026@alex_whedon
0:00 · The Hook · Announcing the First Long-Context Decision Model
0:00 / 0:00

Scene-by-scene timeline & spoken transcript

  1. The Hook

    Announcing the First Long-Context Decision Model

    “Today, we're announcing the first long-context decision model that can actually handle real enterprise work.”

    On screen
    The First Long-Context Decision Model
    Camera
    Static front shot on founder with clean modern background framing
    Motion
    Kinetic typography bar expansion and sliding mask reveal
  2. Product Reveal

    12x Context Window Advantage

    “Powered by Subquadratic Sparse Attention, SubQ Snap's multimodal context window is 12 times larger than Jev's.”

    On screen
    SubQ Snap 12x
    Camera
    Side angle on speaker cut to flat 2D graphic grid
    Motion
    Typography counter scale-up over high-contrast dark grid
  3. Product Reveal

    Decision Model Benchmarks

    “And Snap leads across the decision model benchmarks that matter for enterprises.”

    On screen
    Decision Model Benchmarks Eval SubQ Snap Jev Decision Index 61.7 57.9 Nimble 13 82.9% 76.0% Decision Ruler @ 1MM 96.3 N/A Enterprise 16 67.6 61.52
    Camera
    Flat product graphic shot
    Motion
    Table cell highlight sweep with animated row emphasis
  4. Problem Agitation

    Replacing Frontier LLMs for Decisions

    “It isn't just better. It is a different type of decision model. Here's why. Decision models become exciting when they can take real work away from frontier LLMs.”

    On screen
    Frontier LLM Decision model
    Camera
    Front speaker angle cut to abstract workflow diagram
    Motion
    Interactive modular pixel animation transitioning between systems
  5. Problem Agitation

    Limitations of Standard Context Windows

    “With a context window of 8,000 to 32,000 tokens simply can't handle important decisions for enterprises with multi-million line codebases or knowledge bases of hundred-page documents.”

    On screen
    8K-32K Context Window
    Camera
    Side camera medium cut to front-facing founder
    Motion
    Strikethrough line animation across serif header typography
  6. Product Reveal

    Trained for Agentic Decisions

    “That's what Snap was trained for. Snap was trained for agentic decisions where it is purpose-built to tackle long-horizon agentic workflows.”

    On screen
    Agentic Decisions
    Camera
    Clean typography screen cut to side speaker profile
    Motion
    Horizontal color bar slide revealing headline typography
  7. Feature Teaser

    Multimodal Enterprise Demo Montage

    “It is able to dramatically reduce cost and latency within tasks like finding insights and contradictions in large documents, building a multimodal recommendation system, curating context within coding agents, or deciding if an item is a hot dog or is not a hot dog.”

    On screen
    Marketing & Communications Policy Finding insights and contradictions in large documents Building a multimodal recommendation system Curating context within coding agents Or deciding if an item is a hot dog or is not a hot dog
    Camera
    Screen recordings with simulated UI interactions
    Motion
    Fast UI demo sequencing with smooth sub-element highlighting
  8. Feature Teaser

    Cost, Latency, and Reasoning Benchmarks

    “Snap does this by taking the data-intensive and structured decisions while the LLM handles workflow steps that are open-ended. It can even one-shot long-context problems on its own, like temporal reasoning or compliance screening.”

    On screen
    Cost Latency SubQ Snap Long-Context Reasoning Decision LCR - 100K tokens per question 81.6% 73.6% 74.0% 48.0%
    Camera
    Motion graphic dashboard to founder to comparative bar chart
    Motion
    Real-time task offloading diagram followed by dynamic bar growth
  9. Call to Action

    The Enterprise AI Shift

    “This represents a fundamental shift to the AI stack for enterprises. Go to subq.ai to learn more.”

    On screen
    Visit Subq.ai Subquadratic
    Camera
    Medium close-up to minimalist dark outro frame
    Motion
    Smooth fade to black, typography fade, and logo assembly

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