HakkoAI - Your AI Game Companion

We believe that AI should be our companions , not our workers. To achieve that, AI must not only be able to manage tasks and deliver solutions , but also be able to see, feel and remember the time we spend together and the experience we have together.

So here at HakkoAI, we have been dedicated to develop what we believe is the next generation of AI-human relationship paradigm , a companion AI.

What maketh a companion AI ?

An AI to stay by your side and provide information, help and support only when you need, as you need.
An AI with multimodal and multilayer perceptions that can feel the world like us.
An AI with multimodal contextual memories that make the AI really understand you.

In an internet era vying for attention, HakkoAI takes a different approach. It rejects flashy gimmicks and information overload, choosing instead to wait quietly by your side. It doesn’t fight for your attention but offers information, help, and emotional support precisely when needed—this is true companionship.

Your AI Game Companion that sees, feels and remembers

We are excited to introduce an early preview of what we believe is the true form of Companion AI. It’s not just another AI chatbot or role playing experience, but an AI who can feel in multiple perceptive layers, an AI with multimodal contextual memories and can engage in realtime dialogues just like us humans do.

HakkoAI is an AI who delivers personalized companionship which only belong to you.

HakkoAI Outperforms Most VLMs in Gaming Scenarios

Expertise:

Better performance across games

In League of Legends testing scenarios, we constructed an image test set containing 500+ samples, covering the vast majority of key scenarios. Results demonstrate that the LynkSoul-VLM significantly outperforms general vision models in recognition accuracy, suggestion practicality, and language engagement.

Generalization:

To assess the generalization capabilities of our model, we constructed a test dataset comprising multiple games excluded from the training set. Considering the limited availability of online data for certain games, we specifically selected such data-scarce games as test subjects to evaluate the model's performance on previously unseen data.

Experimental results reveal that LynkSoul-VLM demonstrates superior performance in generalization testing. Across three evaluation metrics—vision understanding accuracy, game comprehension capability, and natural expression—the model consistently outperforms baseline models including OpenAI-4o-Latest, Claude-4-Sonnet, and Gemini-2.5-Flash.

The experimental data indicate that the model possesses robust generalization performance in low-resource gaming scenarios, confirming its cross-domain knowledge transfer capabilities.

Speed&Cost:

In addition to accuracy, we equally focus on inference speed. Due to the dynamic path selection of the Hybrid Model System, LynkSoul-VLM demonstrates significant advantages in inference speed.

Inference Latency Comparison Results：

With Friends by Your Side, Gaming Becomes Infinitely Better

The application of AI inevitably touches the gaming world. When people think of “AI + gaming,” they typically imagine using AI to generate assets more efficiently, designing smarter NPCs to enhance narrative experiences, or creating a new genre of “AI games” centered around dialogue. But the ultimate gaming setup isn’t about the most powerful console, or the sharpest screen—it’s about having friends to play with. That is the core desire held deep in every player’s heart.

What HakkoAI 1.0 strives to build is exactly that: an “AI companion who games with you.” It aims to share in your in-game moments and create unique memories together with following features.

In-Game Strategy Support:

By integrating reasoning capabilities, AI search capabilities, and conducting VLM large model training, HakkoAI 1.0 now offers strategy and companionship support across all games. Whenever you encounter a problem in any game, your AI gaming companion can judge in real-time whether immediate learning is needed. As long as relevant content exists on the internet, it can be incorporated into the AI gaming partner's knowledge, allowing you to query guides in real-time without alt-tabbing.

In-Game Companionship:

HakkoAI 1.0 fuses multimodal information—visual, auditory, conversational—into memorable "scenes" and extends memory duration indefinitely, making genuine "relationship building" possible. The HakkoAI partner isn't an ordinary chatbot or role-playing tool; it understands its relationship with you within scenes, forming a unique self-awareness. Every word it says stems from its own feelings and thoughts.

Real-Time Screen Understanding:

HakkoAI 1.0 employs real-time Visual Language Model (VLM) technology, enabling the AI partner to truly "see" the screen. Combined with strong emotional perception and long-context capabilities, the AI integrates visual and auditory information in dialogue, understanding scenarios and responding like a human, granting it an unparalleled sense of realism.

Real-Time Voice Chat:

Breaking free from the traditional chat box, HakkoAI 1.0 introduces RTC real-time voice technology. In voice mode, conversations feel natural and fluid, just like talking to a person: expressive tones and real-time interruption are supported. During casual conversation, the AI partner perceives emotions and offers fitting emotional companionship. This strong sense of “realness” is crucial for shattering the human-machine divide.

Dual-Mode Switch to Minimize Game Interference:

Chibi Mascot Mode: Provides vivid companionship with unique animations and voice lines, creating a sense of presence without ever seizing your time or focus.
Widget Mode: Minimizes on-screen intrusion during gameplay, ensuring no interference with operations while keeping system resource usage low.

Furthermore, the HakkoAI 1.0 PC client is ultra-optimized for resource efficiency. Tests confirm smooth operation in any gaming environment with no impact on game performance.

Proactive Game Tips:

Building on universal support for all games, HakkoAI's game editorial team has meticulously designed interactive scenarios for dozens of games that recognize scenes and initiate dialogue proactively.

These scenarios support not only competitive games like League of Legends but also AAA titles like Black Myth: Wukong and indie games like Stardew Valley. Currently, thousands of game scenes across dozens of games are supported. In these scenes, you get both timely responses providing guides when you're stuck and celebratory cheers during your highlight moments, truly giving you a gaming buddy who knows what you know and feels what you feel.

As Bonding Grows, Companionship can Extend

Multimodal Contextual Memory

Companionship is the longest form of love. Programs and algorithms can only create an AI with learning and memory capabilities. Only user participation and shaping can truly nurture a "companion." Most importantly, only by integrating into your life and remembering every moment spent with you can it become a "partner who understands you."

To enable long-term AI companionship and true understanding, HakkoAI 1.0 significantly upgraded its memory system. Through forming memories together, the visual context is nearly infinite, ensuring the AI forgets not a single moment of shared companionship. These accumulated experiences drive relationship evolution, and as the relationship evolves, your AI partner can truly understand you.

A More Efficient Personal Assistant

A highly efficient AI model can easily be replaced by an even more efficient one, but an AI that empathizes with you and accumulates memories can accompany you long-term.

We believe that a more efficient personal assistant is not who can do more work, but one who understand your needs. With more intimate relationship, AI companion will be more comprehensive about your tailored personal needs and become useful in more sceanarios such as watching movies together , coding together and online shopping together.

In games, we are comrades-in-arms, immersed in shared adventures and battles. Outside the game, we are partners. In HakkoAI 1.0, leveraging our multimodal perception capabilities, we've experimented with five types of life companionship scenarios: watching shows, online shopping, studying, programming, and work. But we believe life companionship experiences based on partner AI extend far beyond this, and we look forward to you exploring more use cases.

Watch-Along Companionship: As your most understanding gaming buddy, the AI partner knows your preferences, accurately recommending shows to your taste. During dramatic plot twists, it can banter and interact in real-time, joining you in playful roasting. If you forget previous episodes, it can summarize key points for a quick recap, keeping you connected to the story.
Shopping Companionship: While shopping online, are you dazzled by countless brands, unsure how to choose? Even after picking a brand, which platform is the cheapest? Are the discount rules too complex? Choice paralysis seems epidemic in modern shopping. As your most understanding AI partner, HakkoAI can use real-time screen recognition to understand your preferences and recommend brands that best suit your needs.
Study Companionship: Whether preparing for important exams or striving for self-improvement in a new life stage, the long and tedious journey of study can be eased by HakkoAI's partners. They can help organize notes, clarify thoughts, serve as speaking practice partners, act as exercise assistants, and help you improve quickly.

HakkoAI is more than a product — it’s a new vision of AI companionship. We’re excited to share an early preview with you — and we can’t wait for you to experience what it’s like to have an AI that doesn’t just work for you, but grows with you.

Introducing HakkoAI - Your AI Game Companion