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.
惯性聚变靶丸规模化制造
把NIF一次点火的手工靶丸做成每天数十万发的工业品
结核病床旁快速诊断
把确诊结核从送样等结果的几天,压缩到一小时内当场知道
CRISPR细胞内分子记录器
让细胞自己把发生过的事写进自己的DNA里当日记
Markets for data as a factor of production: property rights and pricing
Data is already a core factor of production, yet it still lacks property-right definitions and pricing mechanisms—like industrial civilization getting halfway along without inventing land registration.
Global food reserves: supply-chain resilience
When climate shocks, war, or export bans arrive, global food prices destabilize in cascades—yet coordinated cross-border reserves and warning systems still have almost no institutional framework.
Metaethical convergence: value uncertainty
Whether differing value systems can converge, and how to act when morality has no certain answer—a shared upstream problem for AI alignment and conflict among civilizations.
Cyber resilience for critical infrastructure: preventing civilization-scale cascading failure
Keep lifeline systems such as power grids, water supply, and finance from cascading into collapse under cyberattack—the resilience base of modern civilization.
极端环境结构材料 · 1500°C+ 与强辐照下的骨架
航空涡轮、高超声速飞行器与聚变第一壁共同卡在同一堵墙上：能在 1500°C 以上、强辐照强氧化环境下长期扛住载荷的结构材料。
航空级高能量密度固态电池·突破能量密度天花板
固态电池已能载人上天,但离取代化石燃料还差一个数量级的能量密度。
AI驱动的抗衰老药物从头设计
让AI读遍所有衰老论文,直接吐出候选分子式
多智能体合谋与对齐失衡
单个AI很听话，一群AI凑一起可能会串通作恶
低成本航空级碳纤维原丝
PAN前驱体占了碳纤维一半成本
深空探测器自主导航决策
让探测器在光速延迟数十分钟外自己做出安全决策
地下货运管网系统
把货车搬进地下管道,把街道还给行人
微重力/深空环境·作物生理与代际适应
在没有重力、没有昼夜节律的地方，弄清楚一株作物能不能好好活下去、代代相传。
太阳引力透镜望远镜精确导航与建造
把探测器精确送到550个天文单位外,借太阳的引力当镜片给系外行星拍高清照
全氟碳液体呼吸人体应用
让肺灌满氧气液体,承受深海与高G环境无压伤
The power wall
Energy as the foundation for computing capacity and the frontier.
C4 photosynthetic rice
Put maize’s efficient photosynthesis into rice, lifting the yield ceiling for staple grains as a whole—the difficulty is coordinated reconstruction of an entire multigene pathway.
Model-weight and algorithmic-secret security
Make frontier AI model weights withstand theft by nation-state attackers—the most fragile and underestimated link in the AI-risk chain.
责任与保险制度重构·路权让渡的社会契约
没有方向盘的车出了事,谁负责?这条法律先于技术被需要。
AI生成代码的形式化正确性证明
让AI写的代码自带可机器验证的正确性证明
气候归因科学的诉讼证据地位
能不能科学地证明"这场热浪就是你排放造成的"
核电邻避效应破解
让公众敢在自家后院建反应堆
Digital dark age: preserving digital information for a millennium
Digital information’s practical lifespan is far shorter than paper’s; lost formats and defunct platforms are carving a discontinuity into the civilizational record.
Pension longevity-risk sharing: rewriting the intergenerational compact for an age of longevity
Continuing gains in life expectancy throw pay-as-you-go pension actuarial balances off course; no mature mechanism fairly shares longevity risk across generations and individuals—one of developed societies’ largest slow-burning time bombs.
记忆印迹的巩固与提取
找到记忆真正刻在脑子里的那些细胞,并学会重新打开它
大宗商品供应链毁林可追溯性
一杯咖啡背后，有没有一片刚被砍掉的雨林
Alzheimer's and neurodegeneration
Find interventions that genuinely reverse disease progression.
Space nuclear power: continuous energy for the Moon and deep space
Lunar nights without solar power, Martian dust storms, and deep space need continuous nuclear power from kilowatts to megawatts—the electrical foundation for civilization leaving Earth.
Sample efficiency: the data wall
High-quality human text is nearing exhaustion, while children learn language with one-millionth as much data. The current AI paradigm is orders of magnitude less sample-efficient.
天网预警·卫星与AI人道危机侦测
让镜头先于暴行被看见,而非只在废墟后清点尸体。
创伤记忆的再巩固与消退干预
记忆每次被想起都会重新变得可修改,这个窗口能不能用来治愈创伤
政府算法决策的可解释问责
政府用AI打分福利/风险时，公民有权知道凭什么被打了那个分
非致幻快速抗抑郁药物
拿到氯胺酮起效速度、甩掉致幻与成瘾副作用
光子互连突破AI集群带宽墙
用光而不是铜线把成千上万块GPU连起来
Page 4 of 16 · 554 records · ordered by potential score where present
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