Raunak
Reducto
1,572 posts
user avatar
Raunak
Reducto
@raunakdoesdev
I’m into open science, elegant software architecture, and well-crafted interfaces. Building reducto.ai
San Diego, California
raunakdoes.dev
Joined July 2017
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  • 已置顶
    user avatar
    Raunak
    Reducto
    @raunakdoesdev
    2025年10月14日
    Big milestone for Reducto: we’ve raised a $75M Series B led by a16z, bringing our total funding to $108M. Since our launch, we’ve been obsessed with pushing the limits of what’s possible when AI meets the real-world messiness of documents. We’ve now processed 1B+ pages, nearly
    60.9K
  • user avatar
    Raunak
    Reducto
    @raunakdoesdev
    2023年6月17日
    A recent work from @iddo claimed GPT4 can score 100% on MIT's EECS curriculum with the right prompting. My friends and I were excited to read the analysis behind such a feat, but after digging deeper, what we found left us surprised and disappointed. dub.sh/gptsucksatmit 🧵
    No, GPT4 can’t ace MIT | Notion
    From flower-nutria-41d.notion.site
    3M
  • user avatar
    Raunak
    Reducto
    @raunakdoesdev
    2025年8月30日
    claude code makes new computer setup so nice
    301K
  • user avatar
    Raunak
    Reducto
    @raunakdoesdev
    2023年9月8日
    I just built an infinite memory system for LLM chats: Remembrall. Add a UID to your OpenAI call and I'll manage inserting past chat history into the context window with < 100ms latency. 2 lines of code to integrate. @helicone_ai style monitoring for free. DM for beta access.
    555K
  • user avatar
    Raunak
    Reducto
    @raunakdoesdev
    2023年6月18日
    Update: we've started replicating their experiments directly with GPT4 calls, and somehow it only gets worse. We've finished running zero-shot GPT 4 on the dataset, and after hand grading the first 30% of the dataset, the results don't seem to match the paper. 🧵
    user avatar
    Raunak
    Reducto
    @raunakdoesdev
    2023年6月17日
    A recent work from @iddo claimed GPT4 can score 100% on MIT's EECS curriculum with the right prompting. My friends and I were excited to read the analysis behind such a feat, but after digging deeper, what we found left us surprised and disappointed. dub.sh/gptsucksatmit 🧵
    652K
  • user avatar
    Raunak
    Reducto
    @raunakdoesdev
    2023年6月17日
    Replying to @raunakdoesdev
    We hope our work encourages skepticism for GPT as eval ground truth, and encourages folk to look a little deeper into preprint papers before sharing. Much thanks to @NeilDeshmukh and @David_Koplow for working w/ me on this and @willwjack for the review.
    No, GPT4 can’t ace MIT | Notion
    From flower-nutria-41d.notion.site
    92K
  • user avatar
    Raunak
    Reducto
    @raunakdoesdev
    2023年6月17日
    Replying to @raunakdoesdev
    Well... it didn't. The authors evaluation uses GPT 4 to score itself, and continues to prompt over and over until the correct answer is reached. This is analogous to someone with the answer sheet telling the student if they’ve gotten the answer right until they do. (2/4)
    229K
  • user avatar
    Raunak
    Reducto
    @raunakdoesdev
    2023年7月25日
    105 ML papers were published on @arxiv today. It's getting harder and harder to keep up with the latest ML research. Today we're making it a bit easier with a free LLM powered app that goes from PDFs to beautiful markdown summaries in seconds. Try it yourself below 👇 (1/4)
    # of Arxiv computer science submissions published over time
    173K
  • user avatar
    Raunak
    Reducto
    @raunakdoesdev
    2023年6月17日
    Replying to @raunakdoesdev
    That's not all. In our analysis of the few-shot prompts, we found significant leakage and duplication in the uploaded dataset, such that full answers were being provided directly to GPT 4 within the prompt for it to parrot out as its own. (3/4)
    102K
  • user avatar
    Raunak
    Reducto
    @raunakdoesdev
    2023年7月31日
    🏆 We* won 1st place at the @AnthropicAI hackathon today with ClaudeScholar, a research assistant for science that can synthesize data, extract insights, and automate scientific workflows. Try it @ claudescholar.com * @AbrahamAdit, @johnyang100, @tinahhong 🧵 (1/5)
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    109K