diff --git a/README.md b/README.md
index 5936835..e2ddb0a 100644
--- a/README.md
+++ b/README.md
@@ -5,10 +5,13 @@
 * **[⬛ ai && ml tl; dr](deep_learning)**
 * **[⬛ large language models](llms)**
 * **[⬛ agents on blockchains](crypto_agents)** 
-* **[⬛ on quantum computing](EBMs)** (my adaptation of openai's implicit generation and generalization in energy based models)
+* **[⬛ on quantum computing](EBMs)** 
+        - my adaptation of openai's implicit generation and generalization in energy based models
 
 <br>
 
+---
+
 ### cool resources
 
 <br>
diff --git a/crypto_agents/README.md b/crypto_agents/README.md
index 3ae98cd..588b854 100644
--- a/crypto_agents/README.md
+++ b/crypto_agents/README.md
@@ -37,9 +37,16 @@
 ##### metas
 
 * **eth denver 2025 ai + agentic metas**:
-  * **[upgrading agent infra with onchain perpetualaAgents, by kd conway](https://www.youtube.com/watch?v=hDayCeDA5fI)**
-  * **[ai meets blockchain: payment, multi-Agent & distributed inference, by o. jaros](https://www.youtube.com/watch?v=aPTosw4hrY0)**
-  * **[from ai agents to agentic economies, by r. bodkin](https://www.youtube.com/watch?v=Q7eaYJ9aPpI)**
-  * **[building ai agents and agent economies, by d. minarsch](https://www.youtube.com/watch?v=tDVK2Q5RY0c)**
-  * **[building ai agents on top of hedera, by j. hall](https://www.youtube.com/watch?v=h8D6vi2m8LQ)**
-  * **[identity, privacy, and security in the new age of ai agents, by m. csernai](https://www.youtube.com/watch?v=vMcaot04RQo)**
+ 	* **[a new dawn for decentralized and the convergence of ai x blockchain, by n. ameline](https://www.youtube.com/watch?v=HQuGtN9zidQ)**
+  	* **[upgrading agent infra with onchain perpetualaAgents, by kd conway](https://www.youtube.com/watch?v=hDayCeDA5fI)**
+  	* **[ai meets blockchain: payment, multi-Agent & distributed inference, by o. jaros](https://www.youtube.com/watch?v=aPTosw4hrY0)**
+  	* **[from ai agents to agentic economies, by r. bodkin](https://www.youtube.com/watch?v=Q7eaYJ9aPpI)**
+  	* **[building ai agents and agent economies, by d. minarsch](https://www.youtube.com/watch?v=tDVK2Q5RY0c)**
+  	* **[building ai agents on top of hedera, by j. hall](https://www.youtube.com/watch?v=h8D6vi2m8LQ)**
+  	* **[identity, privacy, and security in the new age of ai agents, by m. csernai](https://www.youtube.com/watch?v=vMcaot04RQo)**
+  	* **[verifiable ai agents and world superintelligence, by k. wong](https://www.youtube.com/watch?v=ngkp7HTj_4A)**
+  	* **[how web3 can compete in ai, by g. narula](https://www.youtube.com/watch?v=oLLM1I-3fDU)**
+  	* **[shade agents, by m. lockyer](https://www.youtube.com/watch?v=PEfJnCtrbMU)**
+  	* **[how ai will enable the next generatin of intent, by i. yang](https://www.youtube.com/watch?v=fbc3DpI6jiA)**
+  	* **[2025 is the year of agents, by i. polosukhin](https://www.youtube.com/watch?v=jPyzVNcQMKw)**
+
diff --git a/llms/README.md b/llms/README.md
index 6c90543..9d49c2b 100644
--- a/llms/README.md
+++ b/llms/README.md
@@ -2,10 +2,10 @@
 
 <br>
 
-* **[gpt-x](gpt)**
+* **[opeanai](opeanai)**
 * **[claude](claude)**
-* **[eliza](eliza)**
-* **[deepseek](deeepsek)**
+* **[gemini](gemini)**
+* **[deepseek](deepseek)**
 
 <br>
 
diff --git a/llms/deepseek/README.md b/llms/deepseek/README.md
index 33b158e..4d1d59c 100644
--- a/llms/deepseek/README.md
+++ b/llms/deepseek/README.md
@@ -1,4 +1,4 @@
-## deepseek stuff
+## deepseek
 
 <br>
 
diff --git a/llms/eliza/README.md b/llms/eliza/README.md
deleted file mode 100644
index a76310b..0000000
--- a/llms/eliza/README.md
+++ /dev/null
@@ -1 +0,0 @@
-## eliza
\ No newline at end of file
diff --git a/llms/gemini/README.md b/llms/gemini/README.md
new file mode 100644
index 0000000..f98041f
--- /dev/null
+++ b/llms/gemini/README.md
@@ -0,0 +1 @@
+## gemini
\ No newline at end of file
diff --git a/llms/gpt/README.md b/llms/openai/README.md
similarity index 99%
rename from llms/gpt/README.md
rename to llms/openai/README.md
index e0733e0..8748b82 100644
--- a/llms/gpt/README.md
+++ b/llms/openai/README.md
@@ -1,4 +1,4 @@
-## gpt
+## openai
 
 <br>