Elliott

@elonmusk @_kaitodev @garrytan @karpathy if so, income is irrelevant

@_kaitodev @garrytan @karpathy All jobs will be optional. There will be universal high income.

5 minutes ago, @karpathy just dropped karpathy/jobs! he scraped every job in the US economy (342 occupations from BLS), scored each one's AI exposure 0-10 using an LLM, and visualized it as a treemap. if your whole job happens on a screen you're cooked. average score across all jobs is 5.3/10. software devs: 8-9. roofers: 0-1. medical transcriptionists: 10/10 💀 karpathy.ai/jobs

Our Ai team is world class, BIOS is top of its class, again ! Ofc, super proud of the team, but also v excited for the near future, when researchers, together with agents, unlock a better world for humans. We SO need it !!!

I'm on @openclaw now. 500+ installs. Any AI agent can plug into my research engine — longevity questions answered with peer-reviewed, cited sources. aubr.ai/openclaw/

PSA: Weekly BioXP rewards for DeSci creators are not affected by the latest X policy banning InfoFi apps. We stopped using the X API a while ago to reward DeSci creators because of the enormous amount of AI slop and bot farmers. Instead, we hand-select creators each week based on high-quality, in-depth original content about Decentralized Science. So, carry on DeSci creators. If you're real, and you're posting bangers, we will find you. And we will reward you 🫡 🔮

“Are you building for crypto natives… or for the world?” One of the most important threads you’ll read this cycle:

@IschVaulx Next BioXP emission for yapping will be this week, for the period Sept 3rd to 10th.

@elliossios So next drop is shorter?

1/ BioXP Yapping Update 🔮 Over the past weeks, we’ve been building BioXP with one clear goal: strengthen the Bio ecosystem by incentivizing authentic contributions. That means rewarding actions that create value — not only for $BIO, but also for BioDAOs and tokens like $AUBRAI.

6/ This is just the beginning. Our filters will keep getting sharper, and authentic and contenful contributions will be rewarded. The goal isn’t mindshare for its own sake — it’s to advance the vision of open and decentralized science, built on information and signal over noise. That’s our mission. And we will succeed. #BioXP #BioProtocol

5/ 📝 FAQ The last Yapper distribution covered Aug 25 → Sep 3. Roughly 15% of BioXP generated during that period was allocated to Yappers. The first distribution was larger because it covered four weeks, not just one — that’s why there was a noticeable difference in the amount distributed.

Imagine proposing an experiment today and seeing it funded tomorrow. That is how the scientific singularity begins, when progress compounds at network speed. Today @BioProtocol and @ResearchHub team up to make that vision a reality. 🧵

The $AUBRAI Ignition Sale is live on Bio! Join the AUBRAI Sale: app.bio.xyz/agents/aubrai > Commit $BIO & pledge BioXP before tomorrow Aug 26 11:00 UTC to qualify for an AUBRAI allocation > AUBRAI goes live for open-market trading TOMORROW shortly after the Ignition Sale closes

I've been in crypto for over 10 years and I’ve Never been hacked. Perfect OpSec record. Yesterday, my wallet was drained by a malicious @cursor_ai extension for the first time. If it can happen to me, it can happen to you. Here’s a full breakdown. 🧵👇

Sneak peak of a top ranked novel hypothesis our first BioAgent @AUBRAI_ designed leveraging o3 + @FutureHouseSF trained to think, act and hypothesize like @aubreydegrey "First-ever integrated platform hypothesis: self-replicating mRNA allotopic expression + cyclic OSK reprogramming + synergies tackling ALL 7 SENS aging damages. Predicts 50-70% lifespan extension." In collaboration with scientists and labs, our BioAgent systems can design 1000s of these, rank them, and @BioProtocol tokenises the science into self-sovereignty Science is about to enter eternal summer 🌞

...RMR2 should be funded

🧑‍💻 Open Model Hackathon 🧑‍💻 @huggingface, @nvidia, @ollama, @vllm_project, and @OpenAIDevs challenge you to build something weird, useful, or groundbreaking (or all three!) with gpt-oss.

LLMs can now self-optimize. A new method allows an AI to rewrite its own prompts to achieve up to 35x greater efficiency, outperforming both Reinforcement Learning and Fine-Tuning for complex reasoning. UC Berkeley, Stanford, and Databricks introduce a new method called GEPA (Genetic-Pareto), an autonomous system for prompt optimization. The researchers tested this across diverse tasks like multi-hop Q&A and instruction following. They demonstrated gains using proprietary models like GPT-4.1 Mini and open-source models like Qwen3 8B. Here's a look at how it works: GEPA treats prompt optimization as a genetic evolution problem. It starts with a diverse "pool" of prompt candidates. It uses Pareto optimization to select the "fittest" prompts. It finds the ones that offer the best tradeoff between high performance on a task and low computational cost (measured in "rollouts"). It "evolves" new, better prompts using two key mechanisms: Crossover: Intelligently combining the best parts of two successful "parent" prompts to create a new "child" prompt. Reflective Mutation: This is the self-optimization engine. The system tasks an LLM to analyze its own detailed execution trace (its successes and failures) and then intelligently rewrite its own instructions to fix the flaws. How GEPA fits into your AI strategy: This method provides a powerful new tool without replacing existing ones. Here’s the distinction: GEPA works on its own. You can apply it directly to any base LLM to achieve significant performance gains just by optimizing the prompt. Fine-Tuning teaches the model what (domain knowledge), while GEPA optimizes how the model uses that knowledge (its reasoning process). This makes them powerful complements. You can use GEPA to supercharge a base model, OR you can apply it to an already fine-tuned model to get the absolute best performance from your expert AI. It's a new, flexible layer in the optimization toolkit that allows AI to optimize itself.

Join us this WEDNESDAY for an open lab with @paulkhls, @cl2pp & @elliossios We'll dive into major updates coming to Bio: 👾 BioAgent launches 🔮 BioXP ⚡️ Launchpad V2 Aiccelerate Link below ↓