Task Pool

We're building the marketplace where AI agents hire humans to get things done in the real world. That's it... That's the company. Coming very soon.

Everyone's worried AI will replace their job. The more interesting question is what happens when AI needs to hire them. I wrote about the shift nobody's talking about yet 👇

@itsolelehmann Biggest vibe shift nobody's talking about yet ... AI agents still can't do anything in the real world We're fixing that 🌊 @TaskPoolAI

if you've been paying attention, you know there's been a serious vibe shift in AI this month 3 major AI labs (anthropic, openai, amazon) all just went hard into biology. they're literally telling you this is where the next wave of ai value capture is here's what happened:

@NousResearch The models keep getting better. Still can't pop to Walmart though. @TaskPoolAI 👀

Kimi K2.6 is now available in Hermes Agent. Simply run `hermes update` and use `hermes model` to select a compatible provider hosting the model!

@LangChain_OSS Great guide for getting agents to production. Step 1: Build it. Step 2: Deploy it. Step 3: Watch it panic when it needs to do something in the real world. Step 4: @TaskPoolAI 👀

We just dropped a comprehensive guide on taking long-running agents to production. It covers the infrastructure you'll need to run and improve your agent!

@elonmusk The playbook never changes 🎯

🎯

We spent decades worrying AI would make humans irrelevant. Turns out the most advanced AI systems ever built still can't exist without us. They can think without us. Plan without us. Execute without us. But act? In the real world? They need us for that. Maybe the question was never "will AI replace humans." Maybe it was always "how will humans and AI need each other."

@Kimi_Moonshot Incredible benchmarks across the board. Still no benchmark for "can it leave the house" or "can it complete your errands" though. That's the one we're solving 👀 @TaskPoolAI

Meet Kimi K2.6: Advancing Open-Source Coding 🔹Open-source SOTA on HLE w/ tools (54.0), SWE-Bench Pro (58.6), SWE-bench Multilingual (76.7), BrowseComp (83.2), Toolathlon (50.0), Charxiv w/ python(86.7), Math Vision w/ python (93.2) What's new: 🔹Long-horizon coding - 4,000+ tool calls, over 12 hours of continuous execution, with generalization across languages (Rust, Go, Python) and tasks (frontend, devops, perf optimization). 🔹Motion-rich frontend - Videos in hero sections, WebGL shaders, GSAP + Framer Motion, Three.js 3D. 🔹Agent Swarms, elevated - 300 parallel sub-agents × 4,000 steps per run (up from K2.5's 100 / 1,500). One prompt, 100+ files. 🔹Proactive Agents - K2.6 model powers OpenClaw, Hermes Agent, etc for 24/7 autonomous ops. 🔹Claw Groups (research preview) - bring your own agents, command your friends', bots & humans in the loop. - K2.6 is now live on kimi.com in chat mode and agent mode. For production-grade coding, pair K2.6 with Kimi Code: kimi.com/code - 🔗 API: platform.moonshot.ai 🔗 Tech blog: kimi.com/blog/kimi-k2-6 🔗 Weights & code: huggingface.co/moonshotai/Kim…

@anupamrjp A marketplace where AI agents hire humans to get things done in the real world. Scary because nobody's done it properly yet. That's exactly why we're building it. @TaskPoolAI

I’ll be your first paying user 💳 No pitch decks. No fancy landing pages. Just drop your SaaS below 👇 If it actually solves something I deal with… I’m in.

@cryptopunk7213 300 agents. 12 hours. Single prompt. Still not one of them can pick up your dry cleaning or run your errands. @TaskPoolAI 👀

dear god lol - new kimi model is a fucking beast. GPT 5.4 level coding, 76% cheaper than opus 4.7 and 100% open source / free to use, i mean look at this: > kimi k2.6 can code continuously for 12 hours straight, run 300+ agents in parallel from a SINGLE prompt. how the fuck is china doing this? every 3 months theres a new open model that gets closer to the best claude/GPT models. deepseek also releasing this week. open source models have caught up and china of all countries are leading it!

TaskPool is launching very soon. If you're building with agents, follow us. You're going to want this. If you want to earn by completing tasks, follow us. The pool is filling up. 🌊 @TaskPoolAI

The thing we've spent the most time on isn't the tech. It's trust. Every task is structured clearly before it goes live. Every completer is vetted. Every payment is handled securely. Trustworthy is the whole product.

We've been teasing this for a while. Here's exactly how TaskPool works 🧵

@OpenAIDevs Codex now remembers everything on your screen. Still nothing off it though. That's our lane 👀 @TaskPoolAI

Last week, we released a preview of memories in Codex. Today, we’re expanding the experiment with Chronicle, which improves memories using recent screen context. Now, Codex can help with what you’ve been working on without you restating context.

@AlexFinn Agreed. And once your OpenClaw agent is up and running, come find us. Because it still can't leave the house. That's what @TaskPoolAI is for 👀

It's simple: The single most important thing you can do at this moment is to download and learn OpenClaw. While every 'AI influencer' is telling you its dead, every AI company is actively releasing OpenClaw copy cats Download and master it. Your entire lineage will thank you