White Paper · Education Technology · 2026 白皮书 · 教育科技 · 2026

Beyond the Chatbot:
Cultivating Deep Thinking
in the AI Era
超越聊天机器人:
在 AI 时代
培养深度思考

In the AI era, the way students learn must fundamentally change. BigAcademy is the AI-native platform built to make that happen. 在 AI 时代,学生的学习方式必须从根本上改变。BigAcademy 是为此而生的 AI 原生学习平台。

BigAcademy.ai · 2026
The Imperative时代之需

Learning in the AI Era
Must Be Reshaped
AI 时代的学习
必须被重塑

Reading proficiency is collapsing worldwide. AI is transforming every industry. Yet education — the one sector that should be leading this transformation — has no large-scale, AI-native learning platform. That must change. 全球阅读能力正在崩塌。AI 正在改变每一个行业。然而教育——这个最应该引领变革的领域——却没有一个大规模的 AI 原生学习平台。这必须改变。

31%
US 4th Graders
Proficient in Reading
美国四年级学生
阅读达标率
NAEP 2024
−10 pts
Global Reading Drop
Largest in PISA History
全球阅读成绩下降
PISA 史上最大降幅
OECD PISA 2022
0
Large-Scale AI-Native
Learning Platforms
大规模 AI 原生
学习平台
Market Reality, 2026市场现状,2026

The tools that served the internet era — Newsela, Achieve3000, Reading A-Z, Epic — were admirable products of their time. But they were built before AI existed. Adding AI features to a pre-AI foundation does not produce an AI-native learning experience. It produces a digital textbook with a chatbot on the side. 互联网时代的工具——Newsela、Achieve3000、Reading A-Z、Epic——都是那个时代令人敬佩的产品。但它们诞生在 AI 出现之前。在非 AI 的基础上添加 AI 功能,并不能产生真正的 AI 原生学习体验,只是一本带聊天机器人的电子教科书。

What's missing is not incremental improvement. What's missing is a platform built from the ground up for how learning should work in the AI era — personalized, adaptive, Socratic, self-directed, and deeply engaging. A platform that doesn't just deliver content, but transforms how students think, read, write, and learn. 缺少的不是渐进式改进,而是一个从零开始、为 AI 时代学习方式而设计的平台——个性化、自适应、苏格拉底式、自主驱动且极具吸引力。不仅仅传递内容,而是从根本上改变学生思考、阅读、写作和学习的方式。

BigAcademy is that platform. And it's not a concept — it's already in use. Shenzhen Mingwan Academy, one of the most innovative schools in China backed by Tencent, has adopted BigAcademy's full platform. International education networks across Asia are integrating it into their curricula. And over 300,000 families are already using BigAcademy to transform how their children read, write, and think. BigAcademy 就是这样的平台。这不是一个概念——它已经在使用中。深圳明湾学校,由腾讯支持的中国最具创新性的学校之一,已经全面采用了 BigAcademy 平台。亚洲的国际教育网络正在将其融入课程。超过 30 万个家庭已经在使用 BigAcademy 改变孩子的阅读、写作和思维方式。

The Platform平台概览

One Platform.
Every Dimension of Literacy.
一个平台。
覆盖素养的每一个维度。

BigAcademy is the first AI-native system that integrates reading, writing, discussion, assessment, vocabulary, and homework support into a single, personalized learning experience. BigAcademy 是首个将阅读、写作、讨论、评估、词汇和作业辅导融合为一体的 AI 原生个性化学习系统。

Adaptive Reading自适应阅读
AI Writing CoachAI 写作教练
Go Endless CanvasGo Endless 画布
Homework Tutor作业辅导
AI RoundtableAI 圆桌讨论
Analytics Dashboard数据分析面板
The Research Foundation研究基础

Bloom's 2 Sigma Problem:
The 40-Year Answer We Couldn't Afford
Bloom 的 2 西格玛难题:
四十年来我们负担不起的答案

In 1984, Benjamin Bloom proved that one-on-one tutoring outperforms classroom instruction by 2 standard deviations. The average tutored student outperforms 98% of classroom-taught peers. 1984 年,Benjamin Bloom 证明一对一辅导的效果比课堂教学高出 2 个标准差。接受辅导的普通学生的表现超过 98% 的课堂教学学生。

Bloom identified five mechanisms that make tutoring so effective. For forty years, delivering them at scale was economically impossible. A private tutor costs $40–80/hour. For a school of 500 students, that's $4–8 million per year. Bloom 确定了使辅导如此有效的五个机制。四十年来,大规模实现这些机制在经济上是不可能的。私人教师每小时收费 40-80 美元。对于一所 500 名学生的学校来说,每年需要 400-800 万美元。

AI changes that equation entirely.AI 彻底改变了这个等式。

01
Immediate Feedback即时反馈

Misconceptions caught in real-time — not days later when the learning moment has passed.实时捕捉误解——而非几天后学习时机已过。

02
Adaptive Pacing自适应节奏

Content matched precisely to the individual at all times. Not the class average — each student.内容始终精确匹配每个学生,而不是班级平均水平。

03
Personalized Scaffolding个性化脚手架

Different strategies and modalities for different learners. Dotty adapts to every student's needs.为不同的学习者提供不同的策略和方式。Dotty 适应每个学生的需求。

04
Maximum Time on Task最大化任务时间

Go Endless transforms every assignment into an open-ended learning journey. The bell ends. Learning continues.Go Endless 将每个作业转变为开放式学习旅程。下课铃响了,学习仍在继续。

05
Mastery Before Progression掌握后才进阶

Sub-skill diagnostics across 12+ reading competencies ensure no student advances on a shaky foundation.12+ 项阅读子技能的诊断确保没有学生在薄弱的基础上前进。

"Under the best learning conditions (tutoring), the average student is 2 sigma above the average of the control class.""在最佳学习条件(辅导)下,普通学生的成绩比对照班级平均水平高出 2 个标准差。"

— Benjamin S. Bloom, "The 2 Sigma Problem," Educational Researcher, 1984
Dotty AI Tutor
Socratic AI Tutor苏格拉底式 AI 导师

Dotty Never
Gives the Answer
Dotty 从不
给出答案

BigAcademy's AI companion uses the Socratic method — guiding students to discover answers through questions, hints, and scaffolding. She builds understanding, not dependency.BigAcademy 的 AI 伙伴使用苏格拉底方法——通过提问、提示和脚手架引导学生自己发现答案。她培养的是理解力,而非依赖性。

Upload a homework problem and Dotty asks: "What do you think happens when we remove a neutron?" She surfaces videos, concept maps, and sources — but never the answer itself.上传一道作业题,Dotty 会问:"你觉得移除一个中子会发生什么?" 她会展示视频、概念图和资料来源——但绝不会给出答案本身。

Mechanism 01 — Immediate Feedback机制 01 — 即时反馈

Every Quiz is a
Teaching Moment
每一次测验
都是教学时刻

Every question delivers multi-dimensional feedback: a Thought Process explanation teaching students how to reason through the question, Textual Evidence pinpointing the exact passage that supports the answer, and Error Analysis identifying whether the mistake was conceptual or procedural.每道题目都提供多维反馈:思维过程教学生如何推理,文本证据精确定位支持答案的原文段落,以及错误分析判断错误是概念性的还是程序性的。

This isn't marking right or wrong. It's building metacognition — the ability to understand one's own thinking — the single skill that separates strong readers from struggling ones.这不是简单的判对错。这是在培养元认知——理解自己思维过程的能力——这是区分优秀读者和困难读者的唯一关键技能。

One-Click Teacher Feedback一键教师反馈

Teachers generate personalized, rubric-aligned feedback for every student with a single click. The AI drafts detailed commentary referencing each student's specific responses. Teachers review, refine, and send — with the option to record a personal voice message that adds human warmth AI can't replicate.教师一键即可为每个学生生成个性化、符合评分标准的反馈。AI 起草引用每个学生具体回答的详细评语。教师审阅、修改并发送——还可以录制个人语音消息,增添 AI 无法替代的人情温度。

What used to take an evening now takes minutes. What was possible for 3 students is now possible for 30.以前需要一个晚上的工作,现在只需几分钟。以前只能服务 3 个学生的事,现在可以服务 30 个。

Mechanism 02 — Adaptive Pacing机制 02 — 自适应节奏

Precision
Personalization
精准
个性化

BigAcademy simultaneously tracks both Lexile and Accelerated Reader levels — the two most widely adopted reading assessment frameworks in American schools. Every student is always in their Zone of Proximal Development.BigAcademy 同时追踪 LexileAccelerated Reader 等级——美国学校最广泛采用的两大阅读评估框架。每个学生始终处于自己的最近发展区。

One-Click Personalized Assignment: Select task types, themes from 40+ tags, and students. The AI matches each student to content at their exact Lexile level. Differentiated instruction in 60 seconds.一键个性化作业:选择任务类型、从 40+ 标签中选择主题和学生。AI 将每个学生匹配到精确 Lexile 等级的内容。60 秒完成差异化教学。

One-Click Assignment
Living Library活的图书馆

20,000+ Articles.
Precisely Leveled. Always Growing.
20,000+ 篇文章。
精准分级,持续增长。

BigAcademy's content library spans every major domain — Science, Social Studies, Technology, Current Events, Literature, Culture, and more — with every article precisely leveled by both Lexile and AR. And it never stops growing: approximately 1,000 new articles are added every month, sourced from around the world.BigAcademy 的内容库涵盖每个主要领域——科学、社会研究、技术、时事、文学、文化等——每篇文章都按 Lexile 和 AR 双重标准精确分级。而且它从不停止增长:每月新增约 1,000 篇文章,来源遍布全球。

The library is both timely and timeless. Fresh content draws from breaking news, scientific discoveries, cultural stories, and popular science — ensuring students engage with the world as it is right now. At the same time, the collection includes classic novels, foundational texts, and enduring works of human wisdom that have stood the test of time.图书馆既与时俱进又经久不衰。新鲜内容来自突发新闻、科学发现、文化故事和科普——确保学生与当下的世界保持连接。同时,馆藏也包括经典小说、基础文本和经得起时间考验的人类智慧著作

BigAcademy's recommendation engine surfaces content through three personalized discovery channels:BigAcademy 的推荐引擎通过三个个性化发现频道呈现内容:

"BigRead of the Day" — a curated daily editorial feature with rich visual preview.
"Fresh Picks" — timely, topical recommendations: new areas to discover.
"You Might Like" — personalized suggestions powered by reading history and interests.
"每日精选"——每日精心策划的编辑推荐,配有丰富的视觉预览。
"新鲜发现"——及时的主题推荐:新的探索领域。
"猜你喜欢"——基于阅读历史和兴趣的个性化推荐。

This mirrors the recommendation intelligence of consumer platforms like Netflix and Spotify — applied to academic reading. The result: students discover content that feels chosen for them, not assigned to the whole class.这借鉴了 Netflix 和 Spotify 等消费级平台的推荐智能——应用于学术阅读。结果是:学生发现的内容感觉像是为他们量身定制的,而不是布置给全班的作业。

Personalized Homepage个性化首页BigRead of the Day, Fresh Picks, You Might Like: algorithm-driven recommendations.每日精选、新鲜发现、猜你喜欢:算法驱动的推荐。
Inside an Article文章内部Immersive reading: inline images, maps, diagrams. Tap any word for vocabulary.沉浸式阅读:内嵌图片、地图、图表。点击任何单词查看词汇。
Mechanism 04 — Maximum Time on Task机制 04 — 最大化任务时间

Go Endless:
The Infinite Learning Canvas
Go Endless:
无限学习画布

The workflow on most reading platforms: Read → Quiz → Done. Learning ends when the task ends. BigAcademy's Go Endless feature transforms a reading assignment into an open-ended, infinite learning journey structured by Bloom's complete Taxonomy.大多数阅读平台的流程:阅读 → 测验 → 结束。任务结束时学习也结束了。BigAcademy 的 Go Endless 功能将阅读作业转变为以 Bloom 完整分类法为结构的开放式、无限学习旅程。

Students explore topics through an interconnected, node-based knowledge canvas:学生通过互联互通的节点式知识画布探索主题:

📖
Reading &
Concept Cards
阅读与
概念卡片
🧠
Deep Thinking
& Quick Answer
深度思考
与快速解答
🎬
Video & Image
Collections
视频与图片
合集
✍️
Quiz &
Practice Cards
测验与
练习卡片

Every node connects to others. Exploring one concept surfaces related questions. Following those questions opens new pathways. The canvas grows with the student's curiosity — bounded only by how deep they want to go. Students save their canvases as "My Boards" — persistent learning projects they can build over time.每个节点都与其他节点相连。探索一个概念会浮现相关问题。追随这些问题会打开新的路径。画布随着学生的好奇心增长——唯一的限制是他们想探索多深。学生将画布保存为"我的看板"——可以长期积累的持续学习项目。

Students build "My Library" — a personal archive with a yearly reading heatmap, monthly history, total reading time, and word count — a visible record of their intellectual journey.学生构建"我的图书馆"——个人档案,包含年度阅读热力图、月度历史、总阅读时间和字数——他们智识旅程的可视化记录。

"

Remember → Understand → Apply → Analyze → Evaluate → Create. The bell ends. Learning doesn't.记忆 → 理解 → 应用 → 分析 → 评估 → 创造。下课铃响了,学习没有停。

Bloom's Taxonomy × Go Endless
The Core Innovation核心创新

The Self-Learning
Flywheel
自主学习
飞轮

BigAcademy creates a self-reinforcing cycle of motivation and mastery — the most critical capability in an AI-abundant world.BigAcademy 创造了一个动力与掌握的自我强化循环——在 AI 无处不在的世界中最关键的能力。

Multi-sensory content (interest) → Achievement and recognition via global leaderboard and XP (motivation) → Knowledge validation through quiz and assessment (confidence) → Deeper curiosity → More learning.多感官内容(兴趣)→ 通过全球排行榜和经验值获得成就与认可(动力)→ 通过测验和评估验证知识(信心)→ 更深的好奇心 → 更多的学习。

This isn't gamification for its own sake. It's a carefully designed feedback loop that builds the skill no AI can replace: the intrinsic drive to keep learning.这不是为了游戏化而游戏化。这是一个精心设计的反馈循环,培养 AI 无法替代的技能:持续学习的内在驱动力。

AI Writing Coach
Complete Literacy Ecosystem完整的素养生态系统

AI Writing Coach:
Research to Rubric
AI 写作教练:
从研究到评分

A complete research-to-writing pipeline with three integrated panels: AI Research (sources, videos, concept maps), Writing Workshop (full editor with version control), and AI Feedback (real-time 6-trait scoring).完整的研究到写作流程,集成三个面板:AI 研究(资料来源、视频、概念图)、写作工坊(带版本控制的完整编辑器)和 AI 反馈(实时六维评分)。

Ideas · Organization · Word Choice · Voice · Sentence Fluency · Conventions — every dimension scored with specific, actionable commentary referencing the student's actual text.构思 · 组织 · 词汇选择 · 语气 · 句子流畅度 · 规范——每个维度都有具体、可操作的评语,引用学生的实际文本。

Beyond Reading超越阅读

AI Roundtable Discussion,
Homework Tutor & Vocabulary
AI 圆桌讨论、
作业辅导与词汇

AI Roundtable DiscussionAI 圆桌讨论

Students convene an AI-facilitated debate where multiple expert personas — a Medical Toxicologist, a Historian, a Policy Advocate — discuss a topic from different perspectives. The AI searches and synthesizes information in real-time. Students join the conversation, challenging perspectives and evaluating evidence from multiple angles simultaneously.学生召集一场由 AI 主持的辩论,多位专家人格——毒理学家、历史学家、政策倡导者——从不同角度讨论一个话题。AI 实时搜索和整合信息。学生加入对话,挑战观点,从多个角度同时评估证据。

This develops exactly the skills standardized tests and college admissions demand: critical analysis, evidence evaluation, argument construction.这恰好培养了标准化考试和大学录取所要求的技能:批判性分析、证据评估、论证构建。

AI RoundtableAI 圆桌Multiple AI expert personas debate a topic; students join, challenge perspectives, and evaluate evidence in real-time.多位 AI 专家人格辩论一个话题;学生加入、挑战观点、实时评估证据。

Homework Tutor — "Question In, Insight Out"作业辅导——"提问进,洞察出"

Students photograph any homework problem. BigAcademy does not give the answer. Instead, it analyzes the problem, surfaces related videos and concept diagrams, and engages in Socratic dialogue to guide understanding. Supports all K-12 subjects: Math, Science, English, Chinese.学生拍下任何作业题目。BigAcademy 不会给出答案。相反,它分析问题,展示相关视频和概念图,并通过苏格拉底式对话引导理解。支持所有 K-12 科目:数学、科学、英语、中文。

This is a direct response to the ChatGPT problem in schools: structurally designed to prevent shortcut-taking and build genuine understanding.这是对学校中 ChatGPT 问题的直接回应:从结构上设计防止走捷径,培养真正的理解力。

Homework Tutor作业辅导Socratic AI guides understanding through the Go Endless canvas: concept maps, videos, sources, and Dotty's guided dialogue.苏格拉底式 AI 通过 Go Endless 画布引导理解:概念图、视频、资料来源和 Dotty 的引导对话。

Vocabulary System — Test-Ready by Design词汇系统——为考试而设计

Every word encountered during reading can be saved to a personal vocabulary bank with 6,934 total words organized alphabetically. Automatic alignment to 7 major test word lists: TOEFL, SAT, IELTS, Cambridge, CEFR, Raz-Plus, and 3600 Essential. Students build test-ready vocabulary as a natural byproduct of great reading.阅读中遇到的每个单词都可以保存到个人词汇库,共 6,934 个单词按字母排列。自动对齐7 大考试词汇表:TOEFL、SAT、IELTS、Cambridge、CEFR、Raz-Plus 和 3600 核心词汇。学生在优质阅读的过程中自然而然地积累考试词汇。

Wordbooks词汇本7 test standard alignment: CEFR, 3600 Essential, Cambridge, TOEFL, SAT, Raz-Plus, IELTS.7 大考试标准对齐:CEFR、3600 核心、Cambridge、TOEFL、SAT、Raz-Plus、IELTS。
Word Detail单词详情Definition, pronunciation, examples, one-click add to personal wordlist.释义、发音、例句、一键添加到个人词汇表。
Zero-Friction Implementation零阻力落地

Less Work for Teachers.
Not More.
减轻教师负担。
而非增加。

BigAcademy is not another complex system for teachers to learn. It replaces the most time-consuming parts of their day — and gives them back the time to actually teach.BigAcademy 不是让教师学习的又一个复杂系统。它替代了教师一天中最耗时的工作——把时间还给真正的教学。

Differentiated Assignment差异化作业
Before: 2 hours of planning之前:2 小时备课
60 sec
One-Click Assignment一键布置作业
Grading 30 Student Essays批改 30 篇学生作文
Before: An entire evening之前:整个晚上
Minutes几分钟
One-Click AI Feedback一键 AI 反馈

One-Click Personalized Assignment: Select task type, pick from 40+ topic tags, choose students — the AI matches each student to content at their exact Lexile level. Done in 60 seconds. Not approximate. Precise.一键个性化作业:选择任务类型、从 40+ 主题标签中选择、选择学生——AI 将每个学生精确匹配到其 Lexile 等级的内容。60 秒完成。不是大概,而是精确。

One-Click AI Feedback: The AI generates individualized, rubric-aligned commentary for every student — referencing their specific answers, strengths, and growth areas. Teachers review, refine, and add a personal voice note if desired. What took all evening now takes a few minutes.一键 AI 反馈:AI 为每个学生生成个性化、符合评分标准的评语——引用他们的具体回答、优势和成长空间。教师审阅、修改,还可以添加个人语音备注。曾经需要整个晚上的工作,现在只需几分钟。

Real-Time Dashboards: Lexile + AR + MAP Growth in one view. Sub-skill mastery rates. Reading activity heatmaps. No manual data entry. No spreadsheets.实时仪表盘:Lexile + AR + MAP Growth 一目了然。子技能掌握率。阅读活动热力图。无需手动录入数据,无需电子表格。

Discussion Forum: Student posts, peer responses, mentor replies, AI-scaffolded thinking — all in one place. Voice responses supported.讨论论坛:学生帖子、同学回复、导师答复、AI 脚手架思考——全部集中在一个地方。支持语音回复。

Teacher Dashboard
The Bottom Line最终效果

Teachers Teach.
BigAcademy Handles the Rest.
教师专注教学。
其余交给 BigAcademy。

The platform requires no curriculum redesign, no IT integration project, and no lengthy training. A 2-hour onboarding session is all it takes. Teachers start using One-Click tools from their very first assignment.平台无需重新设计课程、无需 IT 集成项目、无需漫长的培训。2 小时的入门培训即可。教师从第一次作业就开始使用一键工具。

BigAcademy doesn't add to a teacher's workload. It removes the parts that burn them out — and amplifies the parts that made them become teachers in the first place.BigAcademy 不会增加教师的工作量。它消除了让他们精疲力竭的部分——放大了当初让他们选择成为教师的那部分。

Growth Analytics
Analytics数据分析Lexile + AR + MAP Growth RIT integration: the only K-12 platform tracking all three frameworks in one dashboard.Lexile + AR + MAP Growth RIT 集成:唯一一个在单一仪表盘中追踪三大框架的 K-12 平台。
Personalized Assessment个性化评估

Revolutionary Assessment:
Not Just Scores — True Insight
革命性评估:
不只是分数——而是真正的洞察

Traditional assessments tell you a number. BigAcademy's Academic Growth Index tells you the story behind the number — and exactly what to do next.传统评估只给你一个数字。BigAcademy 的学业成长指数告诉你数字背后的故事——以及下一步该怎么做。

School administrators, teachers, and parents all share the same question: How is this student really doing? Most platforms answer with a single score. BigAcademy answers with a fine-grained, deeply personalized assessment report that gets smarter over time.学校管理者、教师和家长都有同一个问题:这个学生到底怎么样?大多数平台用一个分数回答。BigAcademy 用一份精细化、深度个性化的评估报告回答,而且会随着时间变得越来越智能。

What makes BigAcademy's assessment revolutionary is what it tracks. The system doesn't just record right and wrong answers. It continuously analyzes the full spectrum of each student's learning behavior:BigAcademy 评估的革命性在于它追踪的内容。系统不只是记录对错。它持续分析每个学生学习行为的全部维度:

01
Reading Behavior Patterns阅读行为模式

How students engage with articles — reading time, re-reading patterns, content preferences, difficulty tolerance, and comprehension depth across different genres and topics.学生如何与文章互动——阅读时间、重读模式、内容偏好、难度容忍度,以及跨体裁和主题的理解深度。

02
Quiz & Assessment Responses测验与评估回答

Not just accuracy — the system analyzes response patterns, common error types, sub-skill strengths and weaknesses across 12+ reading competencies, and improvement trajectories over time.不仅仅是准确率——系统分析回答模式、常见错误类型、12+ 项阅读能力的子技能优劣势,以及随时间的进步轨迹。

03
Vocabulary & Writing Processing词汇与写作加工

How students interact with new vocabulary, which words they save, how their writing evolves across drafts, and how their word choice and sentence complexity develop over time.学生如何与新词汇互动、保存哪些单词、写作如何在多稿中演进、以及词汇选择和句子复杂度如何随时间发展。

04
Adaptive Assessment Content自适应评估内容

Massive volumes of calibrated assessment items that dynamically adjust to each student's level — generating increasingly precise diagnostic data with every interaction.大量校准过的评估题目,动态调整到每个学生的水平——每次互动都生成越来越精确的诊断数据。

With each assessment cycle, the report becomes more accurate and more insightful. The Academic Growth Index breaks down performance across six strands — Language, Vocabulary, Reading Foundation, Spelling, Speaking, and Writing — with detailed capability profiles, grade percentile rankings, mastery breakdowns by knowledge point, and specific, actionable advice for improvement.每个评估周期,报告都会变得更精确、更有洞察力。学业成长指数将表现分解为六个维度——语言、词汇、阅读基础、拼写、口语和写作——包含详细的能力画像、年级百分位排名、知识点掌握情况分析,以及具体可操作的改进建议。

The more students use BigAcademy, the smarter the assessment becomes. Over time, these accumulated insights become invaluable — for the student, the teacher, the school, the district, and the family.学生使用 BigAcademy 越多,评估就越智能。随着时间推移,这些积累的洞察变得无价——对学生、教师、学校、学区和家庭都是如此。

Data-Driven Growth at Every Level各层级的数据驱动成长
Student A— AGI 223.3 · 89th Percentile
Student B— AGI 245.0 · 99th Percentile
Adaptive Assessment Journey自适应评估旅程Six strands tracked across 15 tests.15 次测试追踪六大维度。
Capability Profile能力画像
Knowledge Point Mastery知识点掌握度
Strand Analysis维度分析
Personalized Growth Advice个性化成长建议
Trust & Compliance信任与合规

Data Privacy, AI Safety,
and Curriculum Alignment
数据隐私、AI 安全
与课程对齐

We know that for K-12 decision-makers, trust isn't optional — it's a prerequisite. BigAcademy is built with institutional-grade safeguards at every layer.我们深知,对于 K-12 决策者来说,信任不是可选项——而是前提条件。BigAcademy 在每一层都内置了机构级安全保障。

AI Safety: No Hallucinations, No Open-Ended ChatbotAI 安全:无幻觉,无开放式聊天机器人

BigAcademy's AI — including Dotty, the Roundtable experts, and the Writing Coach — operates within strictly bounded, educationally curated knowledge domains. Unlike general-purpose AI tools, BigAcademy's outputs are grounded in its verified content library and pedagogical frameworks. Every AI-generated response is constrained to prevent hallucination, off-topic drift, or inappropriate content. Students never interact with an open-ended chatbot.BigAcademy 的 AI——包括 Dotty、圆桌专家和写作教练——在严格限定的、教育策划的知识领域内运行。与通用 AI 工具不同,BigAcademy 的输出基于其经过验证的内容库和教学框架。每个 AI 生成的回答都受到约束,防止幻觉、偏题或不当内容。学生永远不会与开放式聊天机器人互动。

Data Privacy: FERPA & COPPA Aligned数据隐私:符合 FERPA 和 COPPA

Student data — including Academic Growth Index results, learning behavior patterns, and all assessment records — is never used to train external AI models. All data remains within BigAcademy's secure, education-purpose infrastructure. The platform operates with pseudonymous student accounts, full parent and teacher visibility, and transparent data-use policies aligned with FERPA and COPPA requirements.学生数据——包括学业成长指数结果、学习行为模式和所有评估记录——绝不会被用于训练外部 AI 模型。所有数据保留在 BigAcademy 安全的、教育专用的基础设施中。平台采用匿名学生账户、家长和教师完全可见、以及符合 FERPA 和 COPPA 要求的透明数据使用政策。

Standards Alignment: Common Core & Beyond标准对齐:Common Core 及更多

BigAcademy's 20,000+ article library and 12+ sub-skill assessment framework are mapped to Common Core State Standards (CCSS) for English Language Arts. Teachers can use BigAcademy not as an extracurricular add-on, but as a standards-aligned core instruction tool.BigAcademy 的 20,000+ 篇文章库和 12+ 项子技能评估框架对标 Common Core 州立标准(CCSS)英语语言艺术。教师可以将 BigAcademy 用作标准对齐的核心教学工具,而非课外补充。

The platform also supports alignment with state-specific standards, Next Generation Science Standards (NGSS) for cross-curricular reading, and international frameworks for schools outside the US.平台还支持对齐各州特定标准、下一代科学标准(NGSS)的跨学科阅读,以及美国以外学校的国际框架。

The Critical Question关键问题

Will AI Make Students
Think Less?
AI 会让学生
思考得更少吗?

A 2025 MIT Media Lab study found that frequent, unstructured use of tools like ChatGPT led to reduced neural engagement and measurable declines in critical thinking. The concern is real. But the problem is not AI itself — it is how AI is designed.2025 年 MIT 媒体实验室的研究发现,频繁、无结构地使用 ChatGPT 等工具导致神经参与度降低和批判性思维的可测量下降。这种担忧是真实的。但问题不在于 AI 本身——而在于 AI 的设计方式。

There is a fundamental architectural difference between three categories of AI in education:教育领域中三类 AI 存在根本性的架构差异:

General AI通用 AI

ChatGPT · Gemini · Claude

  • Designed to give answers设计用来给答案
  • Student types prompt, gets output学生输入提示,获得输出
  • Zero personalization零个性化
  • No learning progression无学习进阶
  • No teacher visibility教师不可见
  • High risk of cognitive outsourcing认知外包高风险

Teacher Tools教师工具

MagicSchool · Diffit · Eduaide

  • Generate lesson plans & worksheets生成教案和工作表
  • Teacher productivity tool教师效率工具
  • Does not interact with students不与学生互动
  • Student experience unchanged学生体验不变
  • No adaptive learning无自适应学习
  • Low risk, but low impact on learning低风险,但对学习影响小

BigAcademy

AI-Native Learning SystemAI 原生学习系统

  • Never gives the answer — Socratic method从不给答案——苏格拉底方法
  • Deep personalization (Lexile, interests, history)深度个性化(Lexile、兴趣、历史)
  • Bloom's Taxonomy flow → flow stateBloom 分类法 → 心流状态
  • Full teacher + parent visibility教师 + 家长完全可见
  • Students think more, read more, write more学生思考更多、阅读更多、写作更多

Why BigAcademy Activates Thinking Instead of Replacing It为什么 BigAcademy 激活思考而不是替代思考

1. Flow-State Content Design. Mihaly Csikszentmihalyi's research identified three preconditions for flow: clear goals, immediate feedback, and optimal challenge-to-skill balance. BigAcademy's Go Endless canvas, adaptive Lexile engine, and Bloom's progression are engineered specifically for flow.1. 心流状态内容设计。Mihaly Csikszentmihalyi 的研究确定了心流的三个前提条件:明确的目标、即时反馈和最佳的挑战-技能平衡。BigAcademy 的 Go Endless 画布、自适应 Lexile 引擎和 Bloom 进阶专为心流而设计。

2. Social Incentive Systems. Leaderboards, XP, reading heatmaps, and class discussion forums create a social fabric of learning. Learning becomes social, competitive, and self-reinforcing.2. 社交激励系统。排行榜、经验值、阅读热力图和班级讨论论坛创造了学习的社交网络。学习变得社交化、竞争化和自我强化。

3. Deep Personalization → Relevance → Engagement. Perceived relevance is the strongest predictor of voluntary reading. BigAcademy's recommendation engine makes every student feel the content was chosen for them.3. 深度个性化 → 相关性 → 参与度。感知相关性是自主阅读最强的预测因子。BigAcademy 的推荐引擎让每个学生感觉内容是为他们量身定制的。

4. Dual-Horizon Motivation. Immediate rewards (XP, quiz feedback, leaderboard movement) keep students engaged minute to minute. Long-term signals (Lexile trajectory, MAP Growth, My Library growth) provide deep satisfaction over months.4. 双时间维度动力。即时奖励(经验值、测验反馈、排行榜变化)让学生时刻保持参与。长期信号(Lexile 轨迹、MAP Growth、我的图书馆增长)提供数月的深层满足感。

BigAcademy is not AI that replaces thinking. It is AI that creates the conditions — flow, relevance, social motivation, visible growth — under which students voluntarily choose to think more.BigAcademy 不是替代思考的 AI。它是创造条件的 AI——心流、相关性、社交动力、可见的成长——在这些条件下,学生自愿选择思考更多。

The Core Design Philosophy核心设计哲学
The Generational Shift代际转变

Internet Era vs.
AI Era
互联网时代 vs.
AI 时代

The platforms below have earned their place in K-12 education. Newsela brought real-world news into classrooms. Achieve3000 pioneered adaptive Lexile differentiation. Reading A-Z became the most trusted leveled reading resource. Epic built the largest children's digital library. They were the pioneers of their era.以下平台在 K-12 教育中赢得了一席之地。Newsela 将真实世界新闻引入课堂。Achieve3000 开创了自适应 Lexile 差异化。Reading A-Z 成为最受信赖的分级阅读资源。Epic 建立了最大的儿童数字图书馆。它们是那个时代的先驱。

But the AI era demands fundamentally different capabilities:但 AI 时代需要根本不同的能力:

Capability能力 BigAcademyNewselaAchieve3000Reading A-ZEpic
AI-Native ArchitectureAI 原生架构✦ YesPartial
Socratic AI Tutor苏格拉底式 AI 导师✦ Dotty
Go Endless + Bloom's Flow✦ Yes
100% Personalized Homework100% 个性化作业✦ Yes
AI Roundtable✦ Yes
Homework Tutor✦ All Subjects
Writing Coach (6-Trait)写作教练(六维)✦ FullPartialLimited
Lexile + AR + MAP✦ All ThreeLexileLexileOwnGrade
One-Click Assignment一键布置作业✦ Yes
One-Click AI Feedback一键 AI 反馈✦ Yes
Self-Learning Flywheel自主学习飞轮✦ Yes
K-12 Coverage✦ FullFullFullPreK-6Under 12
Content Library内容库✦ 20,000+ThousandsThousands~1,00040,000+

Forward-thinking schools are already making this transition. Shenzhen Mingwan Academy — one of China's most innovative schools, backed by Tencent — has adopted BigAcademy's full platform. The early adopters are not waiting.具有前瞻性的学校已经在转型。深圳明湾学校——由腾讯支持的中国最具创新性的学校之一——已全面采用 BigAcademy 平台。先行者不会等待。

Total Cost of Ownership总拥有成本

The ROI is Not
Cost Savings
投资回报
不在于节省成本

BigAcademy's total cost of ownership is competitive with current-generation platforms. But the real return on investment is measured in outcomes that previous-generation tools simply cannot deliver.BigAcademy 的总拥有成本与当代平台具有竞争力。但真正的投资回报体现在上一代工具根本无法交付的成果上。

Extraordinary student reading growth. Dramatic teacher time recovery. The development of self-directed learning habits that prepare students for a lifetime in an AI-integrated world.超乎寻常的学生阅读增长。显著的教师时间回收。培养自主学习习惯,为学生在 AI 融合的世界中终身受益做准备。

When the return is measured in student results and teacher empowerment, the value equation is not close.当回报以学生成绩和教师赋能来衡量时,价值等式毫无悬念。

Experience It Yourself亲身体验

Invitation Only.
Real Usage. Real Results.
仅限受邀。
真实使用。真实成效。

We don't do demos behind a slideshow. We believe the product speaks for itself. That's why we offer qualified schools a 4-week full-access experience — not a trial, not a pilot, but real usage with real students.我们不做幻灯片式演示。我们相信产品自己会说话。这就是为什么我们为合格学校提供 4 周全功能体验——不是试用,不是试点,而是与真实学生一起的真实使用。

01
Request an Invitation申请邀请

Email demo@bigreader.ai from your school account. We verify that you are a full-time school — because BigAcademy is built for serious, committed educators.从您的学校邮箱发送邮件至 demo@bigreader.ai。我们会验证您是全日制学校——因为 BigAcademy 是为认真、有担当的教育工作者而建。

02
Receive Your Invitation Code获取邀请码

Once verified, we issue a unique invitation code. One teacher, one class — that's all you need to experience the full platform.验证通过后,我们会发放专属邀请码。一位教师,一个班级——这就是体验完整平台所需的一切。

03
Register & Launch — 5 Minutes注册并启动——5 分钟

Import your student roster (5 minutes). The system runs the adaptive diagnostic assessment automatically on Day 1. By Day 2, every student has a fully personalized reading path. Zero setup required from the teacher.导入学生名册(5 分钟)。系统在第 1 天自动运行自适应诊断评估。第 2 天,每个学生就拥有完全个性化的阅读路径。教师无需任何设置。

04
4 Weeks of Real Learning — Plug and Play4 周真实学习——即插即用

Your students read, write, discuss, and grow — using the complete BigAcademy platform exactly as a subscribing school would. No limitations. No watermarks. Teacher time commitment: check the dashboard once a week.您的学生阅读、写作、讨论、成长——使用与订阅学校完全相同的完整 BigAcademy 平台。无限制。无水印。教师时间投入:每周查看一次仪表盘即可。

05
Your Decision你的决定

After 4 weeks, you decide. Subscribe to continue — or walk away with zero obligation. The student data and growth metrics are yours either way.4 周后,由您决定。订阅继续使用——或零负担离开。无论如何,学生数据和成长指标都归您所有。

5–15 pts
MAP Growth RIT Improvement
Per Semester
MAP Growth RIT 提升
每学期
12+
Sub-Skills Tracked
Per Student
子技能追踪
每位学生
Real Evidence — One Semester Study真实证据——一学期研究
+400%
Reading Volume
vs. Traditional Platforms
阅读量
对比传统平台
+300%
Effective Learning Time
vs. Traditional Platforms
有效学习时间
对比传统平台
60 sec
Differentiated
Assignment Creation
差异化
作业创建

Whole-class cohort comparison: students using BigAcademy for one semester vs. same cohort's prior semester on traditional reading platforms.全班对比:使用 BigAcademy 一学期的学生 vs 同一群体上学期在传统阅读平台上的表现。

"

Schools that move now will close achievement gaps faster and prepare students for a world where AI collaboration is a core life skill. Schools that wait will spend the next three years watching the gap widen.现在行动的学校将更快缩小成绩差距,为学生准备一个 AI 协作是核心生活技能的世界。等待的学校将在未来三年目睹差距不断扩大。

The Moment of Decision决策时刻
Take the Next Step迈出下一步

Request Your
Invitation Code
申请你的
邀请码

One teacher. One class. Four weeks of full access. Email us from your school account to request an invitation. We'll verify your school and issue your code within 48 hours.一位教师。一个班级。四周全功能访问。从您的学校邮箱发送邮件申请邀请。我们将在 48 小时内验证您的学校并发放邀请码。

demo@bigreader.ai

BigAcademy.ai · Invitation only for full-time schoolsBigAcademy.ai · 仅限全日制学校受邀