
Layth
308 posts

Layth
@Fullmoon211
PharmD, MSACI Clinical Product Analyst - Dr.First Clinical NLP Researcher - VUMC



a lot of startups is just being good at twitter everyone assumes things are going terribly the moment you stop being relevant on this app





We already use Codex for coding on my eng and data science team, but my sales/marketing/cs team has been jamming with Claude Cowork. Now having them experiment with Codex, we could end up being all in on Codex across-the-board. One note, I've seen some confusion on how to get started with Codex if you want to use the Cowork-like features. Make sure to go into Settings and change the "Work mode" from "For coding" to "For everyday work" Safe to say @thsottiaux and team are absolute cooking right now 🔥



Customize your Codex pet with /hatch

Elysia 2α Runtime (serving request) gets a bit faster too











Machines of loving grace coming a little sooner than expected 😅


My friend Milla Jovovich and I spent months creating an AI memory system with Claude. It just posted a perfect score on the standard benchmark - beating every product in the space, free or paid. It's called MemPalace, and it works nothing like anything else out there. Instead of sending your data to a background agent in the cloud, it mines your conversations locally and organizes them into a palace - a structured architecture with wings, halls, and rooms that mirrors how human memory actually works. Here is what that gets you: → Your AI knows who you are before you type a single word - family, projects, preferences, loaded in ~120 tokens → Palace architecture organizes memories by domain and type - not a flat list of facts, a navigable structure → Semantic search across months of conversations finds the answer in position 1 or 2 → AAAK compression fits your entire life context into 120 tokens - 30x lossless compression any LLM reads natively → Contradiction detection catches wrong names, wrong pronouns, wrong ages before you ever see them The benchmarks: 100% recall on LongMemEval — first perfect score ever recorded. 500/500 questions. Every question type at 100%. 92.9% on ConvoMem — more than 2x Mem0's score. 100% on LoCoMo — every multi-hop reasoning category, including temporal inference which stumps most systems. No API key. No cloud. No subscription. One dependency. Runs on your machine. Your memories never leave. MIT License. 100% Open Source. github.com/milla-jovovich…





