215 stories
A support ticket comes in: "I was charged twice this month, please refund one of them." Most teams send that to a chat model with a prompt like "Classify this ticket.
I’m prioritizing my path and was wondering if an MS is a soft requirement for some of these Research Engineer, Applied Scientist, Post-Training roles. I only have a BS but I work full time as a Data Scientist and was wondering how I should go about this career transition.
learnc tunes named constants in unmodified C code against a score function you write in C, and writes the same file back with new values. Results, both on held-out data: JPEG, stb_image_write.h (128 quantization-table entries, tuned on 12 Kodak images, tested on the other 12): 9.1% BD-rate at equal…
Most conversations I see on various AI subreddits start from the assumption that AGI/RSI/ASI is possible, we're on the way right now, and that things will be incredibly different afterward. The only question is what the post-AGI world looks like.
Paper: Looped Diffusion Transformer (arXiv 2609.40305, 30 Sep). Instead of making a text-to-image DiT bigger, it runs a shared group of transformer blocks several times inside each denoising step.
If you build on open-weight reasoning models, you have probably wanted a "how sure is the model about this answer?" signal that does not cost 5x sampling, a judge model, or a labeled dataset. Hence, we built the U-Lens. In one line:
I’m building a question bank feature for a school platform (high school, mixed Cambridge + in-house curriculum). The idea: new questions are generated from the school’s own past papers.
CL4SM session at ELLIs UnConference, a NeurIPS Paris pre-event: https://badulion.github.io/cl4sm\_2026/
I wanted an AI text and image detector that doesn't need you to upload anything, so I took two existing open detectors and got them running fully client-side with ONNX Runtime Web.
If you use a local model for classification, you know the wait: seconds per message, for questions it has answered hundreds of times. shad0w sits in front of any OpenAI-compatible server (Ollama works out of the box: llm="ollama/llama3.1" or `shad0w proxy --upstream http://localhost:11434/v1`),…
I know it's early but I've been browsing through ICLR OpenReview and I see a lot of good papers!
The Whisper in the Machine: My First Encounter with AI's 'Authenticity Crisis' I did an experiment last week. I fed one of OpenAI's models a dozen of my published articles—the ones I felt truly captured my voice, my rhythm, my weird little syntactical habits.
Pengenalan Chip Apple M4: Fokus pada AI Apple M4 menandai era baru komputasi mobile, dengan fokus utama pada peningkatan kemampuan kecerdasan buatan (AI). Dirancang khusus untuk iPad Pro terbaru, chip ini membawa lompatan performa signifikan berkat arsitektur baru dan proses manufaktur canggih.
I made a little thing that visualizes attention. It runs SmolLM2-135M fully in the browser (onnxruntime-web, int8, no server, works on my phone).
I was browsing through arXiv for accepted NeurIPS papers, and I saw multiple papers citing my work. These papers have been there for months, but Google Scholar still has not updated its citations, and it has occurred before, but I ignored it and thought it was a one-time error.
I’m an AI research engineer based in Africa with about 3 YoEs in RL, LLMs, post-training, and systems efficiency (CUDA/vLLM). However, on a smaller scale because of compute limits. My undergrad and Master’s are both in communications engineering.
Palette Atlas (https://itzik123.github.io/PaletteAtlas/) searches public-domain paintings by color scheme. Each image is reduced to 128 colors of equal weight, so the natural distance is the Earth Mover's Distance, which is too slow for nearest-neighbor search over 48,695 items (about 6 ms per…
I was selected as a NeurIPS 2026 Top Reviewer and awarded complimentary registration.
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