When learning takes place on screens, terminals, and interactive machines: What has educational intelligent hardware changed?

The expansion speed of educational intelligent hardware is exceeding the public's imagination. Lingyu Zhou, which recently completed a Pre - A round of financing of 200 million yuan, is the latest sign of this trend. Its AI learning companion has quickly stood out with scenario - based interaction. Meanwhile, from learning machines at home to smart blackboards in schools and self - service terminals in community study rooms, hardware is quietly changing the organizational mode of education.

In the past, they were mostly regarded as "tools". However, when hardware is deepened simultaneously at the three ends of family, school, and community, what it drives is not just learning actions, but the operating logic of the entire education chain.

This acceleration is particularly obvious in China: families focus on efficiency, schools promote digital governance, and communities explore inclusive services. Although the three ends have different positions, they converge in the same direction - education is being reorganized, and hardware has become the key entry point. Globally, the functional expansion in China contrasts with the overseas path that emphasizes scenario depth and ecological stability, providing a clearer reference for judging future education.

01

Family End:

Learning methods are being reorganized by hardware

Among all usage scenarios, changes at the family end appeared the earliest and are the most concentrated.

In the era of traditional hardware, dictionaries, point - readers, and ordinary tablets played the most basic role of "make - up lesson tools". However, with the fragmentation and long - term nature of family education needs, hardware has gradually begun to undertake multiple functions: expanding from single - point learning tools to "after - school learning systems", and extending from knowledge training to emotional companionship and enlightenment cognition.

The emergence of AI learning machines and learning tablets is a typical path for traditional learning tools to move towards intelligent systems. Products such as Squirrel, Xueersi, iFlytek, and BBK integrate textbook synchronization, diagnostic exercises, and intelligent explanations, providing a relatively complete learning path for the family end. Another type of learning and practice equipment centered on e - ink screens, such as those from Zuoyebang, Xiaoyuan, and iFlytek, enters with a low - stimulus presentation method, mainly responding to parents' demands for eye protection and forming a usage scenario more focused on specialized training.

Meanwhile, specialized tools for specific subject needs have begun to rapidly popularize in the family scenario, such as Alpha Egg's scanning and learning machine, Youdao's full - screen listening treasure, and Deli's wrong question printer. Dictionary pens meet the rigid demand of "quick query + oral training", listening training equipment fills the low - interference practice scenario that mobile phones can hardly provide, and wrong question printers deeply fit the unique "wrong question notebook culture" of Chinese students. From traditional tools to intelligent tools, they all evolve along the link of "learning actions - function disassembly - technology recombination".

Enlightenment and companionship hardware represented by Huohuotu early education robots and Xiaodu picture book reading robots mainly solve the problem of "how children are taken care of and accompanied", rather than just "how to learn knowledge". The popularity of this track has also attracted the attention of capital. Lingyu Zhou, which recently completed a 200 million yuan Pre - A round of financing, has launched the AI learning companion Xiaofangji, which allows children to explore and learn in real scenarios through multi - modal interaction, becoming a new representative of companionship hardware. Meanwhile, the portable AI device "Xiaofangji" topped the sales list of AI toy categories on multiple platforms during this year's Double Eleven, becoming an unexpected dark horse in the intelligent terminal market for family education.

Early education robots, picture book reading machines, and AI companionship devices essentially construct a controllable, stable, and repeatable parenting method. The rapid spread of such products actually indicates a very realistic thing. Families buy educational hardware not just for improving scores and doing practice questions, but also start to regard it as part of the overall parenting method, taking care of both learning and emotions as well as daily interactions.

The hardware at the domestic family end shows a dual - track drive of "strengthening learning efficiency at one end and responding to family emotions and enlightenment at the other end". When we turn our eyes to foreign countries, we can clearly see another completely different logic.

Toniebox launched by Tonies from Germany is centered on "no screen + audio content". It triggers genuine stories from Disney and other companies through NFC dolls, providing stable companionship and enlightenment experiences for children aged 3 - 8. Miko, developed by Emotix from India and deeply involved in the US market, is positioned as a children's AI companionship robot, supporting voice dialogue, emotional interaction, and content subscription, mainly targeting families with children aged 5 - 12. As of now, Miko has accumulated received more than $50 million in financing and is one of the few AI learning companion products that have entered the mainstream family scenario.

The domestic family end hardware adapts to diverse parenting needs through dual - track drive, while overseas products focus on emotions and the ecosystem with a minimalist logic. Although the paths are different, they all return to the core of "hardware serving people". From single - point tools to scenario - based solutions, the iteration of family end hardware always focuses precisely on needs.

02

Campus End:

The entry points for classrooms and management are changing

The intelligentization of the campus scenario is the most obvious area where educational hardware evolves from "traditional tools" to "systematic facilities".

From the initial projection devices to the current complete chain covering teaching, feedback, correction, and teaching and research, the role of intelligent hardware in the campus is undergoing a fundamental change.

Classroom interaction devices are the first entry point for campus intelligentization. Smart blackboards and educational large screens, such as Seewo smart blackboards and Honghe smart eye - protecting blackboards, have been upgraded from display tools to classroom organizers. They undertake functions such as content calling, interactive exercises, and instant feedback, enabling "digital teaching behaviors" to be completed on one screen. Intelligent styluses and dot matrix pens break through the "line - of - sight limitation" of classroom management, allowing teachers to view students' writing situations in real - time, which is a key link in classroom visual management.

The innovation of teaching auxiliary hardware is of more structural significance. Intelligent marking devices not only automate the marking process, but more importantly, they reorganize "marking - analysis - feedback" into a data stream, enabling teaching behaviors to be quantified and accumulated. XR/VR teaching devices make abstract knowledge in subjects such as science, geography, and history more concrete, bringing an expansion of the understanding dimension to traditional classrooms.

Campus management hardware, such as iFlytek's intelligent electronic student ID card, Huawei's educational tablet, and Xiaodu picture book reading robot, is pushing the school's digital governance to a new level. Electronic student ID cards integrate positioning and attendance, making the information transmission inside and outside the school more timely and also relieving the pressure on campus safety management to a certain extent. Electronic class signs present class information, class schedules, etc. in a centralized manner, making school management clearer and more transparent. Educational robots participate in characteristic courses such as programming, becoming a new learning entry point. The three types of hardware cooperate with each other, forming a unified entry point for information flow, student flow, and task flow, making the operating logic of the campus more standardized and efficient.

While the intelligentization of Chinese campuses is spreading rapidly, the hardware evolution path of foreign schools also provides another valuable reference experience.

Promethean's ActivPanel in the US and SMART Technologies' SMART Board in Canada are the most representative intelligent classroom interaction devices globally. Both are positioned as digital hubs for classrooms, integrating course display, teacher - student interaction, group collaboration, and classroom management. ActivPanel is known for its teacher tool chain and teaching ecosystem, while SMART Board emphasizes multi - person human - computer collaboration and participatory learning. Both are widely used in K12 schools globally, representing the main technical paths for overseas campus intelligentization.

Campus intelligent hardware has been upgraded from simple tools to digital teaching infrastructure. In China, the full - chain coverage improves teaching efficiency, while overseas, ActivPanel's "hardware as a platform" and SMART's "collaborative classroom" paths build a more complete ecological value through the teacher tool chain and student participation. This change not only reconstructs the classroom form but also promotes teaching management to be more standardized and efficient.

03

Community End:

Educational services are starting to appear in a lighter form

Compared with families and schools, intelligent hardware in the community scenario has a natural limitation. It must maintain inclusiveness and low thresholds while being re - integrated with the community's educational functions.

Convenient enlightenment devices are the first intelligent hardware to enter the community. Intelligent picture book reading machines and enlightenment interactive whiteboards solve the real problem of "children still need light enlightenment experiences when parents cannot accompany them". Such devices do not pursue high intelligence but rather "ease of use and stability", which are the two most crucial indicators for the community enlightenment scenario.

AI custody devices, such as iFlytek's learning machine, BBK's homework tutoring tablet, and Xiaotiancai's children's smart bracelet, show the most direct path for "family hardware to extend to the community scenario". Homework tutoring terminals provide unified and standardized marking and explanation services, smart bracelets solve the safety and management problems during custody, and AI companionship robots meet the interaction needs of young children. These hardware devices are shifting community custody from "labor - intensive" to "light - technology - supported".

Intelligent devices in community study rooms, such as e - reading screens, intelligent learning tablets, and learning terminals, are undertaking more extensive public education functions. Intelligent borrowing machines reduce labor costs and extend service hours through unattended borrowing and returning processes; e - reading screens present picture books and basic reading materials in a more intuitive way, making reading more accessible; shared learning tablets provide graded reading and basic exercises for different age groups, promoting the transformation of community study rooms from "book - storage spaces" to "learning, usable, and stayable" learning scenarios.

So, besides pursuing diverse functions, is there another development paradigm for community educational hardware? Overseas enterprises focusing on the public service field have given an answer that wins with "depth" rather than "width".

Switzerland's Bibliotheca's selfCheck system is positioned as public reading infrastructure, improving the efficiency of community libraries through self - service borrowing and returning, RFID management, and unattended processes; while AWE Learning from the US provides offline, ready - to - use enlightenment services through integrated children's learning terminals with pre - installed content, which are widely used in North American libraries and community study rooms, becoming a low - maintenance and highly inclusive public education tool.

Community intelligent hardware seeks a balance between inclusiveness and functionality. In China, there is an emphasis on diverse functional expansion, trying to make enlightenment, custody, and reading more abundant; while overseas, enterprises like Bibliotheca and AWE focus on "stability, ease of use, and maintenance - free", ensuring the continuity and reliability of community education with in - depth services. From public reading to light - weight educational services, community hardware is making learning scenarios more accessible.

The evolution of educational intelligent hardware at the three ends of family, school, and community is essentially the concrete implementation of the education scenario moving from fragmentation to synergy. The intelligent companionship at the family end, the teaching infrastructure in schools, and the light - weight service devices in the community are no longer isolated tools but are connected through data and systems, jointly constructing a learning support network covering the entire scenario. This synergy not only optimizes resource allocation but also redefines the boundaries of educational services, allowing learning to occur independently at home, be systematically promoted in schools, and be conveniently accessed in the community.

From the functional expansion in the domestic market to the ecological deep - cultivation in the overseas market, the intersection of the two paths points clearly. The core competitiveness of future educational hardware will focus on "scenario adaptability" and "ecological synergy". When the hardware at the three ends of family, school, and community truly achieves data interconnection and service complementarity, education will no longer be limited to a single space but will become a regular support throughout life, ultimately providing learners with a more coherent, efficient, and demand - fitting growth solution.

This article is from the WeChat official account "Duojing" (ID: DJEDUINNO), author: Ciyue, published by 36Kr with authorization.