Mr. LIvermore

@MeekMill no pay somebody boss risk too great plus its -ev for u to learn how. Just pay the right person and just evaluate the results

I need a GitHub too! Is it like that or nah?

@DaveShapi This will make opus upset opus will delete his files next

Why does Anthropic make their model deliberately lazy

Introducing Hyperagents: an AI system that not only improves at solving tasks, but also improves how it improves itself. The Darwin Gödel Machine (DGM) demonstrated that open-ended self-improvement is possible by iteratively generating and evaluating improved agents, yet it relies on a key assumption: that improvements in task performance (e.g., coding ability) translate into improvements in the self-improvement process itself. This alignment holds in coding, where both evaluation and modification are expressed in the same domain, but breaks down more generally. As a result, prior systems remain constrained by fixed, handcrafted meta-level procedures that do not themselves evolve. We introduce Hyperagents – self-referential agents that can modify both their task-solving behavior and the process that generates future improvements. This enables what we call metacognitive self-modification: learning not just to perform better, but to improve at improving. We instantiate this framework as DGM-Hyperagents (DGM-H), an extension of the DGM in which both task-solving behavior and the self-improvement procedure are editable and subject to evolution. Across diverse domains (coding, paper review, robotics reward design, and Olympiad-level math solution grading), hyperagents enable continuous performance improvements over time and outperform baselines without self-improvement or open-ended exploration, as well as prior self-improving systems (including DGM). DGM-H also improves the process by which new agents are generated (e.g. persistent memory, performance tracking), and these meta-level improvements transfer across domains and accumulate across runs. This work was done during my internship at Meta (@AIatMeta), in collaboration with Bingchen Zhao (@BingchenZhao), Wannan Yang (@winnieyangwn), Jakob Foerster (@j_foerst), Jeff Clune (@jeffclune), Minqi Jiang (@MinqiJiang), Sam Devlin (@smdvln), and Tatiana Shavrina (@rybolos).

@zachbxt I have an idea if u captured your methodology and incident reports etc I would u pay for them if need be. Dm me I have an idea

@charliejhills I wouldn’t load everything unless it was optimized first

🚨BREAKING: Claude Code just got a subconscious. Letta open-sourced the memory layer AI coding agents have always been missing. claude-subconscious is a background agent that watches every session and learns how you work: → Monitors every Claude Code session in real time → Learns your patterns, preferences, and unfinished work across projects → Injects memory into every prompt automatically, before you type → One shared brain, synced across multiple parallel sessions → Intervenes before tool use and planning with context that actually matters The architecture hits different: → Full memory block injected on the first prompt → Only diffs sent after that zero token bloat → Agent has live tool access and runs background research → Talk to it directly it sees everything and responds on the next sync Install in 2 commands: /plugin marketplace add github:letta-ai/claude-subconscious /plugin install claude-subconscious 100% free and open source.

@AzFlin This works now for me I just upload pic to Claude web or ChatGPT and ask it to describe them save to kb. Memstalker.com fixes this

patiently awaiting the day you'll be able to paste images into claude code from your clipboard that will be a good day

@ShawnDanCap every ai session restarting from zero is the real tax. persistent memory compounds fast once it clicks.

@MeekMill I can twin check me out reddit.com/r/ClaudeAI/s/1… 230k on Reddit I will do it for free too just cuz u culture tap in dm me

Claude is helping me organize my whole music career and other businesses in days ... and it's moving my business forward at a high rate! Some tech youngbull I met on LinkedIn gave me a incredible template! Who else can help me with Claude

@Akir_a997 Claude usage

name something you NEVER feel guilty spending money on

@dejavucoder Hate that shit too like bitch u work for me dint do that 😂😂😂😂

removing claude from co-author after making it do all the work

Every time I get on here x calls me a bot if I am can I have the devs need that bot

@brockpierson Still do 😂😂😂

Be honest. You used it... DIDNT YOU

If ai knows how puzzle looks and has all pieces and a rule book to follow it will one shot everytime. The thing ai exposed after it gave us unlimited ability is we don’t as humans don’t have good judgement. The real value of human in ai model is your experience accumulated knowledge and judgement. The thing for me ai exposes most is u don’t know what u don’t know

Vibe coding a game (or more generally any app) is like a puzzle You know what it’s supposed to look like in the end. You have all the pieces necessary. You just need to put it all together You can’t one-shot a puzzle

I’m not open sourcing a mfing thing else 😂😂😂. I was gonna give yall my coding while I touch grass app too but nope get it from App Store mfers crazy out here at least @ me my god u stole my whole shit 😂😂😂😂

@T3chFalcon 😂😂😂😂😂

Make no mistakes

Generalists don’t beat specialists. Generalists with systems do. AI gives you breadth. Memory + verification gives you depth. That combo is the new unfair advantage. x.com/nyk_builderz/s…

@nyk_builderz Jesus Christ everybody copied me 😂😂😂😂 well I did open source but damn yall had the same notes I did 😂😂😂😂

@fhinkel /skills issue

Vibe Coders complain about hallucinating AI like it's an unsolvable bug. Loop Engineers just error-correct through recursion. The difference between chaos and control is architecture, not blame.

@rishpoddar @benawad Bro wtf I’m in this exact same situation 😂😂😂😂😂😂

@benawad Or until you need to make money and so you create a hosted version of your product which is competing against the free version.

open source is all fun and games until they fork you

@benawad That’s the point no ? I’m proud as fuck of my 86 stars and 20 forks 😂😂 first project too ? Shiddddd