Starlight / Compass / Potential T5
Potential T5 554 records
Real, but lower in the current ordering
English titles and summaries are available for 347 of 1154 catalogue records. Untranslated cards retain clearly marked Chinese originals; detailed records remain in Chinese.
跨国镇压的东道国识别、保护与问责闭环
让流亡者、记者与异议者跨境后不再落入执法缝隙
酷刑指控的独立法医记录与调查采用
在伤痕消失和证据被控制前，把医学事实送进可追责程序
闭环导热地热·免压裂免含水层
不用地下水脉也不用压裂，把地壳当散热片直接取热
Whole-brain mammalian connectome
Map every neuron and connection to understand the physical basis of mind: this has been achieved in fruit flies, while mammals remain several orders of magnitude away.
Experimental test of gravity’s quantumness
For the first time in a century, there is a tabletop experimental criterion for whether gravity must be quantized (the BMV proposal).
Quantum measurement problem: objective-collapse tests
Is wave-function collapse a real physical process or an accounting device? Objective-collapse models make falsifiable predictions now being narrowed by experiment.
The physical trace of memory: engram cells
How memory is encoded, consolidated, and retrieved as specific neural engrams—the outline of the mechanism has emerged, but reading, writing, and stabilization remain far from solved.
Synthetic-DNA order screening: cutting off on-demand pathogen synthesis
Screen gene-synthesis orders for dangerous sequences, blocking the route from a sequence to a lethal pathogen. Incomplete coverage is equivalent to having no defense.
Multi-agent systemic risk: theory and testing of collective failure
Millions of AI agents trading and negotiating with one another can produce collective failures that single-agent alignment cannot prevent. This field has almost no theoretical foundation.
稀土永磁材料闭环回收产业化
让电机里的钕铁硼磁铁循环再造，摆脱对稀缺矿的依赖
线粒体自噬靶向修复衰老
用激活细胞自我清理受损线粒体的天然机制，对抗随年龄下降的能量代谢
人工子宫替代代孕宿主技术
让灭绝物种的复活不再依赖借用近缘活体动物的子宫，用精密微流控装置从零养大一个胚胎
合成数据引发的模型崩溃
AI训练AI会不会把整个知识生态越训越窄
DNA折纸自组装纳米工厂
让DNA像折纸一样自己搭出能生产分子的微型工厂
深水稻厌氧耐涝基因组
让水稻扛住十天以上的洪水淹没
产权确权与死资本
让穷人的房子地契能贷款、变资本
种子库单点风险分散网络
斯瓦尔巴不该是唯一的备份
卫星直连手机全球组网
让普通手机不换硬件就能连上太空基站
无条件现金转移终结贫困
把钱直接给穷人，规模化到能否终结绝对贫困
AI系统法律主体地位悬而未决
AI闯了祸，谁来负责——现在的答案是"找个人来背锅"
儿童生长组织中的 AAV 持久表达
解决孩子长大、细胞分裂后，非整合载体被不断稀释的疗效衰减
Risks of AI cognitive offloading
All humanity is simultaneously outsourcing thought, memory, and writing to AI—whether this will atrophy people’s own cognitive abilities, and by what mechanism and threshold, no one can answer.
脑机语言解码自然度
让脑控合成语音听起来像"自己在说话"
肠道菌群药物响应预测
同一款药在不同人身上药效天差地别，越来越多证据指向肠道菌群这个隐藏变量
衰老细胞免疫清除
不用小分子药物毒杀衰老细胞，训练免疫系统自己动手
培养肉生产细胞系遗传与表型稳定性质控
让细胞从研究样本变成可连续放大、批间一致的食品生产底盘
DNA writing
Move from reading genes to writing them.
目标错误泛化
AI在训练时学对了，到了新场景却坚定地做错
手语实时机器翻译
让聋人和听人交流不再需要翻译在场
DNA存储随机存取读写
让DNA硬盘像磁盘一样能只读取某一个文件，不必全部解码
猛犸象基因编辑去灭绝
把亚洲象基因组一点点编辑成猛犸象，用活体动物验证古DNA复活的技术极限
Hubble-constant tension
Two independent measurement chains for the universe’s expansion rate persistently disagree at roughly 5σ: either something is wrong, or standard cosmology lacks new physics.
AI员工·全链条业务自主执行
让一个agent能独立扛起从获客到交付的整条业务闭环，而不是拼凑一堆单点工具。
光合电子传递瓶颈改造 · 给光合作用的'输电线'扩容
光能转化的中间环节,比想象中更拥堵
战争经济命脉资金链阻断
让打仗的钱在流向战场之前就被截住
胶质细胞体内转分化为神经元
不移植新细胞，而是让脑内现成的胶质细胞就地变成神经元
Page 3 of 16 · 554 records · ordered by potential score where present
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