if AI can do only 50 percent of a human's tasks, the importance of the non-automatable tasks likely goes up since they become the bottlenecks, increasing their relative value.
「部分自动化悖论」：当 AI 完成一半工作时，剩余不可自动化的工作反而变得更重要、更值钱——因为它们成了生产的瓶颈。这意味着 AI 的局部进展可能不会均匀地分配收益，而是集中在那些「恰好不能被自动化」的稀有能力持有者身上。这是一个对「AI 替代论」的精妙反驳，也是理解「AI 时代哪种技能更值钱」的正确框架。
We introduce a minimal hierarchical partially observed control model with latent dynamics, structured episodic memory, observer-belief state, option-level actions, and delayed verifier signals.
大多数AI系统设计倾向于使用完全可观测的模型，并假设系统状态是已知的。但作者提出了一个部分可观测的层级控制模型，包含潜在动态、结构化情景记忆、观察者信念状态、选项级行动和延迟验证器信号。这一观点挑战了传统AI系统设计的完全可观测性假设，认为部分可观测性更接近现实世界的复杂性。
Following Mill
for - example - partial truth of each of - traditional - modern - postmodern worldview - traditional worldview - affirms - transcendental divine - sense of higher purpose - importance of social solidarity / national sovereignty - denies - this worldly - the individuall - modern worldview - affirms - reality - material - physical - objective - logic and reasoning - democracy / free speech - denial - immaterial - subjective and inner space - post-modern worldview - affirms - reality as constructed - inclusiveness - denial - reality as - material - physical - objective - agency of the individual - universal values and realities
projection tends to seize on, and exaggerate, an element that does exist, albeit subtly, in the other person.
for - projection - mechanics of - exploit partial truth of the other - to create the bigger lie
In a resource-poor environment, the strategy is to create incompleteness, less organisation and to keep it partial and limited to a minimum of elements.
Partial Evaluation, Constant Propagation, AI的关系是什么？
Call By Need语义下如何做Partial Evaluation？
怎样理解 Partial Evaluation？
How long do COVID vaccines take to start working? (n.d.). Retrieved June 29, 2021, from https://theconversation.com/how-long-do-covid-vaccines-take-to-start-working-161876?utm_source=twitter&utm_medium=bylinetwitterbutton
Cobey, Sarah, Daniel B. Larremore, Yonatan H. Grad, and Marc Lipsitch. ‘Concerns about SARS-CoV-2 Evolution Should Not Hold Back Efforts to Expand Vaccination’. Nature Reviews Immunology, 1 April 2021, 1–6. https://doi.org/10.1038/s41577-021-00544-9.
Partials
The lodash/fp module promotes a more functional programming (FP) friendly style by exporting an instance of lodash with its methods wrapped to produce immutable auto-curried iteratee-first data-last methods.
One of the significant differences between the two is that a call to a partially applied function returns the result right away, not another function down the currying chain; this distinction can be illustrated clearly for functions whose arity is greater than two.
Currying and partial function application are often conflated.
Triggle, Nick. ‘Is It Time We Learned to Live with the Virus?’ BBC News, 21 September 2020, sec. Health. https://www.bbc.com/news/health-54228649.
Partial Lockdown and the Spread of COVID-19: Lessons from the Italian Case. COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved August 4, 2020, from https://covid-19.iza.org/publications/dp13375/
Mei, Q., Li, J., Du, R., Yuan, X., Li, M., & Li, J. (2020). Assessment of patients who tested positive for COVID-19 after recovery. The Lancet Infectious Diseases, 0(0). https://doi.org/10.1016/S1473-3099(20)30433-3
Costantini, S., De Meo, P., Giorgianni, A., Migliorato, V., Provetti, A., & Salvia, F. (2020). Exploring Low-degree Nodes First Accelerates Network Exploration. ArXiv:2005.08050 [Physics]. http://arxiv.org/abs/2005.08050
You may believe that there is a relationship between 10,000 m running performance and VO2max (i.e., the larger an athlete's VO2max, the better their running performance), but you would like to know if this relationship is affected by wind speed and humidity (e.g., if the relationship changes when taking wind speed and humidity into account since you suspect that athletes' performance decreases in more windy and humid conditions).
An example of partial correlation.
rsync -azvvP /home/path/folder1/ /home/path/folder2
Or the case with remotes:
rsync -azvvP /full/path/source_folder_or_file
username@remotehost:/full/path/target_folder_or_file
After doing some research, we found mochiglobal, a module that exploits a feature of the VM: if Erlang sees a function that always returns the same constant data, it puts that data into a read-only shared heap that processes can access without copying the data. mochiglobal takes advantage of this by creating an Erlang module with one function at runtime and compiling it.
This is a cool trick and it sounds like partial evaluation and just-in-time compilation.