Xiaomi Unveils HySparse2, the Core Architecture of MiMo-V3: Prefill Compute Cut to 1/5 for Long-Horizon Multi-Turn Agents
On September 24, 2026, Xiaomi's MiMo team unveiled HySparse2, the core architecture of the upcoming
Infiheal is a mental health support platform, and its core product, Healo, offers a 24/7 AI companion for listening, emotional support, self-testing, mental health tools, community, resources, and therapist matching. It emphasizes multilingual support, privacy protection, end-to-end encryption, ISO-certified servers, and expert medical board engagement. Infiheal is suitable for daily emotional companionship, mental health self-management, and an entry point to find a professional therapist, but is not a substitute for emergency intervention, clinical diagnosis, or face-to-face therapy; If you are at risk of self-harm or have severe symptoms, you should contact local emergency services or professional agencies immediately. It is suitable for daily companionship and mental health self-management, and professional help should be sought in case of crises, persistent symptoms, or medical issues.
Aimed at mental health companionship and support, Infiheal's Healo offers features like AI companion, self-test, therapist matching, community, focus tools, psychological resources, and safety programs. It is suitable for providing initial support during daily stress, mood swings, and self-understanding scenarios.
Healo is available 24/7 for listening, guidance, and emotional support, and supports multilingual communication. It's suitable for users to get instant companionship when they're in a low point, anxious, or need to organize their thoughts.
The platform offers psychological self-tests, worksheets, meditations, self-care cards, safety plans, and therapist matching. AI can serve as an entry point to help users find the right support method for them faster.
Infiheal emphasizes HIPAA standards, end-to-end encryption, private connections, and ISO-certified servers. Mental health data is sensitive, and users should still carefully review the scope of authorization and data handling.
Can Infiheal be an alternative to psychotherapy? **
No, I can't. It is suitable for daily support, self-management and finding professional help, and is not a subs服装re for clinical diagnosis, treatment options, or crisis intervention.
When is Healo good for? **
It is suitable for when you are depressed, stressed, need to talk, want to do a self-test or organize your thoughts. If symptoms are severe or continue to affect your life, you should seek professional help as soon as possible.
Is mental health data secure? **
The platform emphasizes encryption, privacy, and security authentication, but users should still review account permissions, data storage and sharing methods, and avoid uploading unnecessary sensitive information.
What to do in case of an emergency? **
Don't rely solely on AI chat. In the event of self-injury, injury, or serious crisis, contact local emergency services, crisis hotlines, hospitals, or trusted people immediately.
NEUROFIT App is a nervous system regulation and physical and mental exercise application. It is mainly used to help users do daily nervous system regulation through physical exercises and stress recording. It is suitable for individual users who are concerned about stress management, physical and mental coaches, and health habit users. It can provide vagus nerve reset and physical exercises, help record stress states and adjustment processes, and can also support daily use of iOS and Android. Pay attention when using it that it is suitable for daily health management and should not replace medical diagnosis, psychotherapy or crisis intervention; if you have serious symptoms, contact a professional. It is suitable to use one or two low-risk tasks to test the input materials, output quality, manual modification amount and final adoption ratio, and then decide whether to put them into a fixed process.
MyVeloFit is an online AI bicycle fitting and sizing tool, mainly used to help riders find a more suitable frame size and riding posture through online processes. It is suitable for road bike riders, railway users, bicycle shops and people who want to divert bicycles remotely. It can provide online bicycle fitting and sizing suggestions, help analyze the relationship between body, vehicle and riding posture, and is also suitable for improving riding comfort. and preliminary car selection judgment. Pay attention when using it that online evaluation is affected by photos, videos and measurement accuracy; it is still recommended to cooperate with offline professional technicians for severe pain, injury or competitive level adjustments. It is suitable to use one or two low-risk tasks to test input materials, output quality, modification costs and final adoption ratio before deciding whether to put them into a fixed process.
TrAIn is an AI personalized exercise training plan tool that is mainly used to generate tailored fitness training plans based on user goals. It is suitable for fitness beginners, regular trainers, personal coaches and people who need planning reference. It can generate personalized training plans, help users reduce the situation of not knowing what to practice in the gym, and can also be suitable for arranging training content around goals. When using it, be aware that the training plan cannot replace medical advice or face-to-face exercise evaluation; when there is a need for injuries, pregnancy, chronic diseases or high-intensity training, a professional should be consulted first. It is suitable to use one or two low-risk tasks to test input materials, output quality, modification costs and final adoption ratio before deciding whether to put them into a fixed process.
MyCoach Ai is an AI business management tool for fitness instructors. It is mainly used to help fitness instructors reduce administrative work and manage customer training businesses. It is suitable for personal coaches, online fitness coaches, private teaching studios and fitness course teams. It can assist in handling repetitive administrative tasks in the coaching business, help organize customer training plans and communication processes, and allow coaches to spend more time on services and course design. Be aware when using it that it cannot replace sports medicine advice or personalized risk assessments; professional judgment is required when it comes to injuries, rehabilitation and high-intensity training. It is suitable to use one or two low-risk tasks to test input materials, output quality, modification costs and final adoption ratio before deciding whether to put them into a fixed process.
mpilo is an AI medical record collation tool, which is mainly used to transcribe, analyze and organize doctor-patient communication into patient notes. It is suitable for doctors, clinics, nursing teams, and medical service personnel who need to reduce the clerical burden. It can convert dictation or interview content into manageable clinical records, generate structured notes and summaries around patient information, and emphasize safety and compliance for medical scenarios. Regulatory recording process. Be aware when using it that it cannot replace doctor diagnosis, medical record review or medical responsibility judgment; before entering real patient data, you need to confirm the privacy, authorization and data processing requirements of the area where you are located. It is suitable to use one or two low-risk tasks to test input materials, output quality, modification costs and final adoption ratio before deciding whether to put them into a fixed process.
MindThera is an anonymous AI psychological support and emotional companionship tool that is mainly used to provide anonymous conversation support around anxiety, stress, sleep and invasive thoughts. It is suitable for people who need emotional confidences, stress management users and people who want daily companionship. It can provide anonymous AI psychological support conversations, support deep memory and voice chat and other communication methods, and can deal with emotional distress at different times of the day. Pay attention when using it, it cannot deal with emergency crises or replace professional psychological treatment. Risk of self-injury, drugs and diagnostic issues must be contacted with professional institutions to provide free starting access. Before formal adoption, it is recommended to test it with low-risk samples first, record the input materials, output results, manual modifications and final adoption ratio, and then decide whether to put it into a fixed process.
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