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diff --git a/docs/awesome/awesome-agi-cocosci.md b/docs/awesome/awesome-agi-cocosci.md
@@ -485,6 +485,8 @@ organized into intricate patterns that seem to be consistent across individuals.
 
 * [Compositionality](https://plato.stanford.edu/entries/compositionality/) - ***Plato Stanford***. A computational philosophy account on compositionality, one of the distinctive feature of language.
 
+* [Language is primarily a tool for communication rather than thought](https://www.nature.com/articles/s41586-024-07522-w) - ***Nature***, 2024. [[All Versions](https://scholar.google.com/scholar?cluster=13724799649075764503)]. This perspective brings recent evidence from neuroscience and allied disciplines to argue that in modern humans, language is a tool for communication, contrary to a prominent view that we use language for thinking. The authors begins by introducing the brain network that supports linguistic ability in humans. They then review evidence for a double dissociation between language and thought, and discuss several properties of language that suggest that it is optimized for communication. This perspective concludes that although the emergence of language has unquestionably transformed human culture, language does not appear to be a prerequisite for complex thought, including symbolic thought. Instead, language is a powerful tool for the transmission of cultural knowledge; it plausibly co-evolved with humans' thinking and reasoning capacities, and only reflects, rather than gives rise to, the signature sophistication of human cognition. 
+
 
 * [On The Emergence Of Compositionality](http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.60.3235) - ***Proceedings of the Evolution of Language Conference'06***, 2006. [[All Versions](https://scholar.google.com/scholar?cluster=16315741180717951222&hl=en&as_sdt=0,5)]. The original paper on the emergence of compositionality.
 

diff --git a/docs/awesome/awesome-angular.md b/docs/awesome/awesome-angular.md
@@ -578,6 +578,8 @@ become an Angular expert.
 * [ngx-easy-i18n-js](https://github.com/gabrie-allaigre/ngx-easy-i18n-js) - The easy internationalization (i18n) library for Angular.
 * [ngx-translate-routes](https://github.com/darioegb/ngx-translate-routes) - This service translates titles and route paths.
 * [ngx-translate-lint](https://github.com/romanrostislavovich/ngx-translate-lint) - Simple CLI tools for check `ngx-translate` keys.
+* [translate](https://github.com/ngstack/translate) - Translation library for Angular and Ionic applications.
+* [ngx-merge-json-translations](https://github.com/jonnomk/ngx-merge-json-translations) - This builder helps merge the `messages.json` file, after running extract-i18n, into target files using specified locales taking care to delete removed keys and add new ones.
 
 #### Monorepos
 

diff --git a/docs/awesome/awesome-datascience.md b/docs/awesome/awesome-datascience.md
@@ -153,6 +153,8 @@ How do you learn data science? By doing data science, of course! Okay, okay - th
 - [Programming with Julia](https://www.udemy.com/course/programming-with-julia/)
 - [Scaler Data Science & Machine Learning Program](https://www.scaler.com/data-science-course/)
 - [Data Science Skill Tree](https://labex.io/skilltrees/data-science)
+- [Data Science for Beginners - Learn with AI tutor](https://codekidz.ai/lesson-intro/data-science-368dbf)
+- [Machine Learning for Beginners - Learn with AI tutor](https://codekidz.ai/lesson-intro/machine-lear-36abfb)
 
 
 ### Intensive Programs

diff --git a/docs/awesome/awesome-developer-first.md b/docs/awesome/awesome-developer-first.md
@@ -156,7 +156,7 @@ For the latest additions [click here](https://github.com/agamm/awesome-developer
 * [1Password Secrets Automation](https://1password.com/secrets/) - Secrets management with integration to 1Password.
 * [Doppler](https://doppler.com/) - Environment variable management across projects, in one place.
 * [Envkey](https://www.envkey.com/) - Environment management with syncing mechanism for all apps.
-* [Ubiq](https://www.ubiqsecurity.com/) - Encryption APIs wiht secret management.
+* [Ubiq](https://www.ubiqsecurity.com/) - Encryption APIs with secret management.
 * [Vault](https://www.vaultproject.io/) - API driven secret key management.
 
 ## Feature Flags

diff --git a/docs/awesome/awesome-go.md b/docs/awesome/awesome-go.md
@@ -2956,6 +2956,7 @@ _Libraries and tools to implement Zero Trust architectures._
 
 - [Cosign](https://github.com/sigstore/cosign) - Container Signing, Verification and Storage in an OCI registry.
 - [in-toto](https://github.com/in-toto/in-toto-golang) - Go implementation of the in-toto (provides a framework to protect the integrity of the software supply chain) python reference implementation.
+- [OpenZiti](https://github.com/openziti/ziti) - A full, open source zero trust overlay network. Including numerous SDKs for numerous languages such as [golang](https://github.com/openziti/sdk-golang) allowing you to embed zero trust principles directly into your applications. The [OpenZiti Test Kitchen](https://github.com/openziti-test-kitchen) has numerous examples to draw inspiration from including a [zero trust ssh client - zssh](https://github.com/openziti-test-kitchen/zssh)
 - [Spiffe-Vault](https://github.com/philips-labs/spiffe-vault) - Utilizes Spiffe JWT authentication with Hashicorp Vault for secretless authentication.
 - [Spire](https://github.com/spiffe/spire) - SPIRE (the SPIFFE Runtime Environment) is a toolchain of APIs for establishing trust between software systems across a wide variety of hosting platforms.
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Expand Up		@@ -485,6 +485,8 @@ organized into intricate patterns that seem to be consistent across individuals.

		* [Compositionality](https://plato.stanford.edu/entries/compositionality/) - *Plato Stanford*. A computational philosophy account on compositionality, one of the distinctive feature of language.

		* [Language is primarily a tool for communication rather than thought](https://www.nature.com/articles/s41586-024-07522-w) - *Nature*, 2024. [[All Versions](https://scholar.google.com/scholar?cluster=13724799649075764503)]. This perspective brings recent evidence from neuroscience and allied disciplines to argue that in modern humans, language is a tool for communication, contrary to a prominent view that we use language for thinking. The authors begins by introducing the brain network that supports linguistic ability in humans. They then review evidence for a double dissociation between language and thought, and discuss several properties of language that suggest that it is optimized for communication. This perspective concludes that although the emergence of language has unquestionably transformed human culture, language does not appear to be a prerequisite for complex thought, including symbolic thought. Instead, language is a powerful tool for the transmission of cultural knowledge; it plausibly co-evolved with humans' thinking and reasoning capacities, and only reflects, rather than gives rise to, the signature sophistication of human cognition.


		* [On The Emergence Of Compositionality](http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.60.3235) - *Proceedings of the Evolution of Language Conference'06*, 2006. [[All Versions](https://scholar.google.com/scholar?cluster=16315741180717951222&hl=en&as_sdt=0,5)]. The original paper on the emergence of compositionality.

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