
Ask Irene
Understand your medical bills. Fight back on costs.
What it does
Ask Irene is a free AI-powered medical bill advisor that helps families navigate medical billing, find hospital financial assistance programs, dispute errors on EOBs, and understand what you actually owe. Named for a cancer survivor.
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- AOAsk our algorithm and real financial expert anything about your money2022 · app.uprise.us · ▲38
It’s pretty simple: ask us absolutely anything about your finances (it’s okay to be really specific to your situation!) and our algorithm backed by a Certified Financial Planner will give you a hyper-personalized spot-on answer, for free. Go ahead and stump us! Let’s really kick the tires on this thing :) Up until now, we've been doing comprehensive financial advising for free. Our most popular feature is the ability to just ask us anything so we figured why not make that feature available for everyone? Also for free :) Some more context: Uprise’s mission is to make wealth…


Itemizeit21d ago · useitemizeit.com · ▲1Review Dispute Save AI-powered medical bill review & dispute
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Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
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