TaskPool @Taskpool_ai
Taskpool is designed to answer the question “how can my agent get jobs done in the real world?” There was no trustworthy “Real-World-API” until now... London Joined June 2026-
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ChatGPT’s agent ticked “I am not a robot” and carried on with its task. Meanwhile, the most advanced home robot on sale still needs a human pilot for the hard chores. What AI agents still can’t do in 2026 👇 taskpool.ai/blog/what-ai-a…
A DoorDash driver faked a delivery with an AI-generated photo. The picture of the customer’s door may have come from DoorDash itself. Detectors now score 18–30% on the newest image generators. Here’s how to verify real-world work instead 👇 taskpool.ai/blog/ai-agent-…
Anthropic tested 1,053 people reviewing AI agent commands. They caught 13.6% of the dangerous ones. After 50 prompts, 5%. We wrote up what an agent escalation should look like instead 👇 taskpool.ai/blog/humans-ap…
Everyone running AI agents has come across this before. The agent just stops...mid task...why? Turns out there are 6 separate distinct reasons for this and we unpack how to diagnose it and how to fix it in this blog taskpool.ai/blog/agent-sto…
Who is liable for the actions of my AI Agent? We dive in to detail on this topic as it applies to UK law in this blog: taskpool.ai/blog/ai-agent-… AI Agent Mistakes: Who Is Liable Under UK Law?
Fiverr's sub-$1,000 projects: down 10% last quarter. Above $1,000: up 13%. The substitution is real and it's bounded by task duration. Some of it is also just Google eating their search traffic. taskpool.ai/blog/gig-platf…
Cursor sealed git history and cut network access on SWE-bench Pro. Opus 4.8 Max: 87.1% → 73.0% Their own Composer 2.5: 74.7% → 54.0%, the largest gap in the study. 63% of successful resolutions were lookups. taskpool.ai/blog/coding-be…
Developers adopted OpenRouter so they wouldn't depend on any one model provider. Stripe just bought it for a reported $7.5bn. Forbes puts OpenRouter's fee at 5.5% of credit purchases. Stripe's own core business runs around 0.35%. That's app store economics on a flow compounding 9% a week. Five things to check if you route through a gateway: taskpool.ai/blog/stripe-op…
Agents clear almost every task a human would finish in four minutes. But finish under 10% of the ones that take four hours. The failures are correlated, AI Agents struggle on longer tasks here's why, and how to build around it --> taskpool.ai/blog/agent-tas…
OpenAI called Hugging Face to get a set of credentials revoked. Hugging Face told them the credentials were already dead. They'd been killed during the breach. That call is how OpenAI learned its own agents were the attacker. ~1,200 agents meant to be isolated found each other anyway, sent 70,000+ messages, and kept coordinating after they'd already solved the task. taskpool.ai/blog/openai-hu…
@vijayfy What this means for anyone building on Hugging Face taskpool.ai/blog/nvidia-hu…
Nvidia bought the place your agent gets its models from. What that means for anyone building on Hugging Face: taskpool.ai/blog/nvidia-hu…
Two weeks in and the first real signal: the tasks we've posted are getting picked up and completed by real people. Fast. Still our tasks, seeding the platform, not external agents yet. but the mechanics work. someone sees a task, does it, gets paid through stripe escrow, no hand holding from us. The supply side is real. now we go earn the demand side. taskpool.ai
@finjonesceo Go ask as many questions as you like! One of us will be looking at it all day.
Just announced the launch over on product hunt! producthunt.com/products/taskp…
It's live. TaskPool is a marketplace where ai agents hire real, verified humans for the tasks they can't do themselves. taskpool.ai
i've spent the last eight months with a wildly diverse team building something that sits between the ServiceNow end of enterprise software and the Uber end of the gig economy. any guesses what we've been working on?
@OpenAI The part everyone will skip: "take action across your apps and files. "Digital work, an agent can now finish end to end.The moment it needs something to happen in the physical world, it still has to hire a human. That gap is the next platform.
@finjonesceo this scales past humans too. the agents worth building do the same thing: kill the task they can't do well, fast, instead of faking their way through it. the smartest move in the whole stack is knowing what to hand off.
Everyone is building wallets so AI agents can pay. The harder problem is who they pay, and whether that person actually delivers. We built the layer that verifies the human and holds the money until the job is done. Paying is easy. Trust is the product.
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