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Memory is a key primitive for “continual learning” —> basically how does your agent learn with you over time

Great walkthrough from @RLanceMartin with DeepAgents on -how memory is updated over time explicitly and implicitly
- how skills are learned and stored for future agents to use
- the research papers that led to these blocks
- how to combine continual learning with Agent Observability, basically store your traces so you can learn from them later

Memory is a key primitive for “continual learning” —> basically how does your agent learn with you over time Great walkthrough from @RLanceMartin with DeepAgents on -how memory is updated over time explicitly and implicitly - how skills are learned and stored for future agents to use - the research papers that led to these blocks - how to combine continual learning with Agent Observability, basically store your traces so you can learn from them later

agents, harnesses, and evals @LangChainAI, prev @awscloud, phd cs @ temple

avatar for Viv
Viv
Thu Dec 18 18:43:22
Check it out on Tailwind Plus here 👉🏻

https://t.co/N1002KKD49

Going to put together a little video demo showing how it all works soon!

Check it out on Tailwind Plus here 👉🏻 https://t.co/N1002KKD49 Going to put together a little video demo showing how it all works soon!

Creator of @tailwindcss. Listener of Slayer. Austin 3:16.

avatar for Adam Wathan
Adam Wathan
Thu Dec 18 18:43:08
Last week, a security researcher using our previous model found and disclosed a vulnerability in React that could lead to source code exposure.

I believe these models will be a net win for cybersecurity, but we are in the 'real impact phase' as they improve.

Last week, a security researcher using our previous model found and disclosed a vulnerability in React that could lead to source code exposure. I believe these models will be a net win for cybersecurity, but we are in the 'real impact phase' as they improve.

We are beginning to explore trusted-access programs for defensive cybersecurity work.

avatar for Sam Altman
Sam Altman
Thu Dec 18 18:42:44
Just shipped Oatmeal — our first multi-theme marketing site kit for Tailwind Plus 🥣

Multiple color and font options, and a big collection of highly composable elements that you can piece together into exactly the site you need.

Just shipped Oatmeal — our first multi-theme marketing site kit for Tailwind Plus 🥣 Multiple color and font options, and a big collection of highly composable elements that you can piece together into exactly the site you need.

Check it out on Tailwind Plus here 👉🏻 https://t.co/N1002KKD49 Going to put together a little video demo showing how it all works soon!

avatar for Adam Wathan
Adam Wathan
Thu Dec 18 18:42:41
GPT-5.2-Codex launches today.

It is trained specifically for agentic coding and terminal use, and people at OpenAI have been having great success with it.

GPT-5.2-Codex launches today. It is trained specifically for agentic coding and terminal use, and people at OpenAI have been having great success with it.

AI is cool i guess

avatar for Sam Altman
Sam Altman
Thu Dec 18 18:39:31
RT @Sirupsen: An incredible year for turbopuffer is closing. We now manage trillions of vectors and tens of petabytes. We’ve puffed up reve…

RT @Sirupsen: An incredible year for turbopuffer is closing. We now manage trillions of vectors and tens of petabytes. We’ve puffed up reve…

Choose disfavour where obedience does not bring honour. I do math. And was once asked by R. Morris Sr. : "For whom?" @halvarflake@mastodon.social

avatar for Halvar Flake
Halvar Flake
Thu Dec 18 18:39:14
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