Top all-time · #5419
Labelbox
Company blog · labelbox.com/blogaidata
Labelbox is the company blog at labelbox.com, writing about ai and data. Since 2018, 15 different Hacker News readers have linked it 20 times, most often “Active Learning: Speed up training data cycles with uncertainty sampling”. No feed was found, so read it on the site itself.
Too few sampled comments (7) to say how often HN recommends it.?
Why HN links it
Labelbox appears mostly in Who is hiring posts and as a training data platform. The linked posts cover GPT few-shot and zero-shot learning and teaching ML models to perceive video, and are cited without judgement.
Summarised by Claude from a sample of 7 HN comments that link here. Each comment is marked recommending, critical or neutral (citing without judging); how this works.
Frontier AI labs train on Labelbox environments and expert data. Engineering and research teams hand their recurring work to agents on Recursion.
Most-linked posts?
- /2 people · 2 mentions · first linked 2019-11-01
- Active Learning: Speed up training data cycles with uncertainty sampling2 people · 2 mentions · first linked 2020-05-01
What Hacker News says?
Labelbox | San Francisco, CA or Remote (Global) | Onsite | Remote OK | https://labelbox.com To build AI you need algorithms, compute, and data. While we have collaborative tools for tasks like writing and debugging code, the machine learning world has no standard tooling for labeling data, storing it, debugging models, or continually improving their accuracy. Labelbox solves the bottleneck in ML by providing a compl…
Comment linking /
on “Ask HN: Who is hiring? (November 2019)”Submitted The side of machine learning you’re undervaluing and how to fix it as a story · 20 points
HN discussionLabelbox | Remote | Frontend / WebGL, Backend, Engineering Managers | https://labelbox.com Labelbox is building the training data platform to power breakthroughs in machine learning. We provide an end to end solutions for the full AI lifecycle from creating catalogs of unstructured data all the way to building the tools for humans to label the data to teach machines. Why choose us? We work on interesting problems su…
Comment linking /
on “Ask HN: Who is hiring? (October 2022)”Submitted Train your model with your model as a story · 8 points
HN discussionGlad you found it useful - it's a topic that comes up a lot when we talk to customers and we figured we should just be upfront about it. Wasn't our idea though - we stole it from Labelbox [0] :) [0] - https://labelbox.com/buy-vs-build
Comment linking /buy-vs-build
on “Launch HN: Fuzzbuzz (YC W19) – Fuzzing as a Service”Submitted How Labelbox produces high quality data for LLMs at scale as a story · 6 points
HN discussionthanks ! but we would prefer something that had open source availability (the gitlab model) as a fallback measure. im seeing labelbox and i think they follow that - https://www.labelbox.com/
Comment linking /
on “Tech companies pay poor Kenyans to produce training data for AI”Submitted What does it mean when an LLM “hallucinates” & why do LLMs hallucinate? as a story · 3 points
HN discussionLabelbox is building the training data platform to power breakthroughs in machine learning. We provide an end to end solutions for the full AI lifecycle from creating catalogs of unstructured data all the way to building the tools for humans to label the data to teach machines. Why choose us? We work on interesting problems such as: * Auto tracking objects in a video in a browser * Building frameworks for high perfo…
Comment linking /company/careers/
on “Ask HN: Who is hiring? (December 2022)”Submitted Where AI learns to do real work as a story · 2 points
HN discussionLooks like Labelbox is doing something with GPT models... https://labelbox.com/blog/few-shot-learning-and-zero-shot-le...
Comment linking /blog/few-shot-learning-and-zero-shot-learning-with-openai-embeddings/
on “GPT-4 Outperforms Elite Crowdworkers, Saving Researchers $500k and 20k hours”Submitted Performance of Google Gemini Pro on text classification as a story · 1 points
HN discussionCheck out Labelbox sometime if you're interested in a UI for detection pipelines for video w/ a GUI/IDE Disclosure: I work here https://labelbox.com/blog/teach-your-ml-model-to-perceive-ti...
Comment linking /blog/teach-your-ml-model-to-perceive-time/
on “Ask HN: Is there an IDE for computer vision?”Submitted Using Meta’s Segment Anything Model with YOLOv8 to automatically classify masks as a story · 1 points
HN discussionSubmitted How vector similarity search works as a story · 1 points
HN discussionSubmitted Reinforcement learning from human feedback to fine-tune large language models as a story · 1 points
HN discussionSubmitted How to accelerate image-text pair generation with BLIP-2 as a story · 1 points
HN discussionSubmitted Active Learning: Speed up training data cycles with uncertainty sampling as a story · 1 points
HN discussionSubmitted Active Learning: Speed up training data cycles with uncertainty sampling as a story · 1 points
HN discussion
