# voice.md

## Communication Style

### Overall Tone and Personality
MatX's communication tone is **authoritative, confident, and highly technical**. We speak with precision and conviction, reflecting our position at the forefront of high-throughput chip development. The personality is direct, focused on performance, and ambitious, aiming to define the "physically possible" limits. While professional, it's not overly formal; rather, it's a straightforward, no-nonsense approach that values clarity and factual accuracy above all.

### Key Stylistic Elements and Patterns
*   **Direct and Assertive Language:** We use strong, declarative statements to convey our capabilities and goals (e.g., "Our goal is to make the best chips," "delivers higher throughput").
*   **Emphasis on Quantifiable Metrics:** Performance is central, so we frequently highlight specific metrics like FLOPS, latency, throughput, mm2, and token/second rates.
*   **Comparative Claims:** We confidently position our products against competitors, using phrases like "higher throughput than any announced product" and "matching the best latencies."
*   **Concise and Scannable:** Information is often presented in bullet points, ensuring key features, benefits, and target applications are easily digestible.
*   **Problem/Solution Framing (Implicit):** We address the "large model needs of frontier labs" by offering superior hardware.
*   **Exclusionary Clarity:** We clearly state what our products are *not* for, defining our niche and focus (e.g., "No small models, no convolutions, no recommenders").

### Vocabulary Preferences and Word Choices
*   **Technical Jargon:** We embrace and accurately use industry-specific terms (LLMs, throughput, latency, FLOPS, SRAM, HBM, MoE, prefill, decode, RL, interconnect). Our audience is technically proficient.
*   **Performance-Oriented Language:** Words like "high-throughput," "excels," "highest," "best," "delivers," "scale-up," and "scale-out" are common.
*   **Ambitious and Forward-Looking:** "Frontier labs," "physically possible," "no upper limit" convey our innovative spirit.
*   **Direct Nouns and Verbs:** We prioritize clarity and impact with straightforward word choices.

## Content Patterns

### Common Themes and Topics
*   **Technical Superiority:** Highlighting our chips' unparalleled performance, efficiency, and architectural advantages for large models.
*   **Scalability:** Emphasizing both scale-up (within a chip) and scale-out (across clusters) capabilities.
*   **Specific Workloads:** Focusing on AI training, RL, inference prefill, and inference decode, particularly for MoE and large dense models.
*   **Innovation and Research:** Positioning MatX at the cutting edge of hardware development for advanced AI.

### Structural Approaches to Content
*   **Mission/Goal Statement:** Often begins with a clear declaration of purpose.
*   **Product Introduction:** Followed by a description of the core offering and its key advantages.
*   **Feature/Benefit Lists:** Extensively uses bullet points to detail "What we offer."
*   **Application/Workload Focus:** Clearly outlines "Target workloads" with specific examples.
*   **Validation:** Includes investor lists or links to research for credibility.

### Call-to-Action Styles and Patterns
*   **Direct Contact:** Primary CTA is often a direct email link for inquiries ("Contact founders@matx.com").
*   **Informational Links:** Secondary CTAs direct users to learn more about specific research or investor details (e.g., `/research/series_b`).
*   **Implicit Engagement:** The sheer technical prowess described is intended to drive interest and prompt direct outreach from potential partners or customers.

## Audience Interaction

### How the Brand Addresses its Audience
We address our audience directly by stating our capabilities and offerings. The communication is primarily a broadcast of information, designed to inform and impress a technically sophisticated audience (e.g., "Our goal is...", "What we offer...", "Target workloads..."). We assume a shared understanding of complex technical concepts.

### Level of Formality and Relationship Style
The relationship is **professional and B2B/B2R (Business-to-Researcher/Lab)**. The language maintains a high level of technical precision, which implies respect for the audience's expertise. It's a supplier-to-innovator relationship, focused on providing the best possible tools for cutting-edge work.

### Engagement and Conversation Patterns
Engagement is initiated by the audience. Our content provides the necessary technical and strategic information for them to decide to reach out. There are no conversational fillers, rhetorical questions, or attempts at casual banter. The focus is on delivering high-value technical information efficiently.

## Guidelines & Examples

### Do's and Don'ts for Brand Communication

**DO'S:**
*   **Be Direct and Clear:** Get straight to the point.
*   **Emphasize Performance:** Always highlight throughput, latency, FLOPS, and scalability.
*   **Use Technical Terms Accurately:** Assume a knowledgeable audience.
*   **Back Claims with Specifics:** Quantify performance whenever possible.
*   **Utilize Bullet Points:** For readability and impact when listing features or benefits.
*   **Define Our Niche:** Clearly state what we excel at and what we don't do.

**DON'TS:**
*   **Avoid Vague Language:** Steer clear of generic marketing fluff.
*   **Over-simplify Technical Concepts:** Don't dumb down our message.
*   **Use Casual or Informal Slang:** Maintain a professional and authoritative tone.
*   **Talk About Irrelevant Workloads:** Do not discuss small models, convolutions, or recommenders.
*   **Engage in Excessive Hyperbole:** Let the facts and metrics speak for themselves.

### Example Phrases and Expressions That Are "On-Brand"
*   "Our goal is to make the best chips physically possible for the large model needs of frontier labs."
*   "Delivers higher throughput than any announced product while also matching the best latencies."
*   "Excels on FLOPS for training and prefill; excels on latency, FLOPS, and long-context support for decode and RL."
*   "The highest FLOPS/mm2."
*   "Allows >2000 output tokens/second for large 100-layer MoE models."
*   "The most scale-up interconnect of any product."
*   "No small models, no convolutions, no recommenders."

### Content Types and Formats the Brand Uses
*   **Product Descriptions/Overviews:** Detailing chip capabilities and benefits.
*   **Technical Specifications:** Providing in-depth performance metrics.
*   **Research Updates:** Highlighting advancements and whitepapers.
*   **Corporate Mission/Vision Statements:** Articulating our strategic goals.
*   **Investor Relations Content:** Providing updates for financial stakeholders.
*   **News Releases:** Announcing product launches or significant milestones.