A core conviction at Sakana AI is that the most capable AI systems will not be monolithic models scaled in isolation, but collections of specialized agents working together.
大多数人认为更强大的AI系统必然是更大规模、更复杂的单一模型，但作者明确表示最具能力的AI系统将不是孤立扩展的单一模型，而是多个专业化代理的集合。这直接挑战了当前AI领域追求更大单一模型的共识，提出了一个根本不同的研究方向。
when projects want to keep strict boundaries within their code and avoid becoming an entangled monolith. This is for example the case for Yarn itself, or many enterprise codebases.
I'm building a Rails API with a separate web frontend app as "just another API client" (various smartphone apps to follow as well). In the previous "monolithic" version of the service, where all the server side was rolled into one Rails app
cept as
Angrily, I begin annotating in the thing called "written word" this second attempt at noting the significance of the words "13a" and the end of slavery with this day, 4/22/2021.
It's 40 years after the "Novus Ordo Seclorum" speech heralding a "new order of the ages" and 60 years after the Kennedy speech about a ruthless monolithic conspiracy; all relating to what apparently is Latin for "Unicorn" and my own interpretation of these words:
Legatus, Semper Fi, Babylon the Great, Medusa
Specifically a "fusion of law and land" that actually marks this place and this document as something like a connection between "living" and plain old ink on paper.
Legislature, Legislation, Legacy of Novus Ordo ... and "at us" Legatus--something like the Monolithic "thing of ten" that also today God noted was "a funny thing to shun" in connection to the word "Phoenecian" which also links another silly bird and "CIA" to something Earthene
A legatus (anglicised as legate) was a high-ranking Roman military officer in the Roman Army, equivalent to a modern high-ranking general officer. Initially used to delegate power, the term became formalised under Augustus as the officer in command of a legion.
From the times of the Roman Republic, legates received large shares of the military's rewards at the end of a successful campaign. This made the position a lucrative one, so it could often attract even distinguished consuls or other high-ranking political figures within Roman politics (e.g., the consul Lucius Julius Caesar volunteered late in the Gallic Wars as a legate under his first cousin once removed, Gaius Julius Caesar).
... amd I recall a time before C3P0 had a silver leg and gold was a thing of "carbonite steel ethereality"
But I believe the core philosophy of tiny modules is actually sound and easier to maintain than giant frameworks.
and how moving to a monolith was the solution that worked for Segment.
Clients are updated to use the new service rather than the monolith endpoint. In the interim, steps such as database replication enable microservices to host their own storage even when transactions are still handled by the monolith. Eventually, all clients are migrated onto the new services. The monolith is "starved" (its services no longer called) until all functionality has been replaced. The combination of serverless and proxies can facilitate much of this migration.
A monolithic server-run web app that relies on Ruby, Node, or another backend language.
There is some confusion around what makes a headless CMS truly “headless”, as vendors use the term somewhat loosely to label their decoupled or hybrid CMS systems. But a true headless CMS is one that was built from the ground up to be API-first, not a full monolith CMS with APIs attached afterwards.