Share the Speed · Agent Lab
c0mpiled-18 · YC Startup School Hackathon · Taipei

今天晚上，
你用了多少 token？How many tokens
did you use tonight?

0 你看這頁的這幾秒，光 Google 就處理了這麼多 token（約每秒 12 億）tokens Google alone processed while you read this (about 1.2 billion per second)

AI 加速了，但世界不公平。
最需要 AI 的 NGO，反而用不到。AI sped us up, but it isn't fair.
The NGOs who need AI most can't use it.

330×Google 每月處理的 token，兩年成長growth in Google's monthly tokens in two years
10.6pt已開發與開發中國家的 AI 使用率差距，還在擴大AI adoption gap between developed and developing countries, and growing

資料：Google I/O 2024–2026；Microsoft AI Diffusion Report 2025 H2Sources: Google I/O 2024–2026; Microsoft AI Diffusion Report 2025 H2

Crescendo AI Gateway

你捐款，AI Gateway 幫 NGO 部署好 AI agent。You donate. AI Gateway deploys the NGO its AI agent.

你的捐款Your gift NT$1,000 ×2
AI Gateway
換算 creditsCredits
計量每次呼叫Metering
建置並部署 agentBuild & deploy
華山基金會長者助理Elder agentLINE
台灣動物緊急救援小組救援通報Rescue agentLINE
One-Forty移工翻譯Migrant agentLINE

NGO 不用寫程式。AI Gateway 計量每一筆額度，並幫他們把 agent 部署上線。No code for NGOs. AI Gateway meters every credit and deploys their agent for them.

Solution

每個 NGO，都有自己的 AI agent。Every NGO gets its own AI agent.

偏鄉長者Rural elders

例如：華山基金會e.g. Hwa Shan Foundation

痛點Problem

長輩分不出詐騙、看不懂通知，社工一個人顧幾十位。Elders can't spot scams or read notices; one caseworker covers dozens.

Agent 怎麼解Agent solution

24 小時接長輩的問題，判斷詐騙、讀懂通知，異常立刻通知社工。Answers elders 24/7, flags scams, explains notices, alerts the caseworker.

流浪動物Stray animals

例如：台灣動物緊急救援小組e.g. Animal Rescue Team Taiwan

痛點Problem

約 14 萬隻流浪狗，通報和認養詢問塞爆志工的手機。About 141,500 stray dogs; reports and adoption questions flood volunteers.

Agent 怎麼解Agent solution

自動分流救援通報、回答認養問題、排志工班，人力留給現場。Triages reports, answers adoption questions, schedules volunteers.

移工翻譯Migrant workers

例如：One-Forty 四十分之一e.g. One-Forty

痛點Problem

近 90 萬移工，語言不通，看不懂契約、找不到求助管道。Nearly 900,000 migrant workers who can't read contracts or find help.

Agent 怎麼解Agent solution

用母語解釋契約與就醫流程，法律或安全問題轉給社工。Explains contracts and clinics in their language; hands legal or safety issues to staff.

NGO 為情境示例，尚未合作。數據：農業部 2024 流浪犬調查、One-Forty 創辦人受訪。照片：Hsiung/d6478coke（CC BY 2.0）、Fred Hsu（CC BY-SA 3.0）、玄史生（CC0），Wikimedia Commons，轉為黑白；照片為示意，與所列 NGO 無關。NGOs are illustrative, not partners. Data: MOA 2024 stray dog survey; One-Forty founder interview. Photos: Hsiung/d6478coke (CC BY 2.0), Fred Hsu (CC BY-SA 3.0), 玄史生 (CC0), Wikimedia Commons, converted to black and white; illustrative and unrelated to the NGOs listed.

Share the Speed · 我們的解法our answer

把你的 token 捐出去，
給被留下的弱勢。Donate your tokens
to the people left behind.

你捐的 tokenYour donated tokens
Agent LabAI Gateway
NGO 的 AI agentNGO agents
被留下的人People left behind

Agent Lab 的 AI Gateway 分配、計量每一筆捐出的額度，
建置、部署也由我們一起送給 NGO。Agent Lab's AI Gateway allocates and meters every donated credit,
and we build and deploy the agent for the NGO.

Agent Lab — Compute for Good

AI 不該因為有人付不起，
就停止幫忙。AI should never stop helping
because someone can't afford it.

你捐多少，影響力就變成兩倍。Whatever you give, we double the impact.

掃右下角的 QR，看 NGO 的 agent 恢復服務。Scan the QR in the corner and watch the NGO's agent come back.

×2
你的名字會在這裡Your name goes here
2,000 credits
支持Supporting 華山基金會台灣動物緊急救援小組One-Forty
Donated by 你you
只有今晚 · 兩倍捐贈Tonight only · Double the impact
×2
Agent Lab Impact Console服務中Online
贊助 AI 額度Sponsored AI credits/ 2,000
150
模擬Simulated現場已捐Raised live NT$0
已服務次數Requests served12
每次成本Cost per request50
    Share the Speed · built onAgent Labby Crescendo Lab