Build a serverless image editing agent with Amazon Bedrock AgentCore harness
This post walks through building a serverless image editor where users upload a photo, describe an edit in plain English, and receive the result in seconds.…
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Liquid AI Open-Sources Antidoom: A Final Token Preference Optimization (FTPO) Method that Reduces Doom Loops in Reasoning Models
Liquid AI released Antidoom, an open-source method that targets doom loops in reasoning models. A doom loop repeats a span until the context window is exhausted.…
Monitoring discriminative ML models using Amazon SageMaker AI with MLflow
Implementing a data and model monitoring solution is necessary to maintain prediction accuracy and help achieve the best outcome for your machine learning use case. This…
Build an AI-powered AWS support companion with Amazon Bedrock AgentCore
In this post, you build an AWS Support Companion using Amazon Bedrock AgentCore. The agent uses Strands Agents as the orchestration framework and connects to AWS…
b9901
sycl : set K_QUANTS_PER_ITERATION to 1 on DMMV path (#25063) sycl: add supported types to ggml_sycl_supports_reorder_dmmv The reordered feature is implemented in ggml_sycl_op_dequantize_mul_mat_vec, but gated by…
How AWS Finance teams reclaimed hundreds of hours with Amazon Quick
In this post, we show how AWS Finance used chat agents and Flows in Amazin Quick to transform two of their most time-consuming workflows.
Mapping homes you can buy from the US government for <$100k
Article URL: https://govauctions.app/research/cheapest-homes-in-america Comments URL: https://news.ycombinator.com/item?id=48820274 Points: 10 # Comments: 5
I tested freshly merged DFlash in llama.cpp on Qwen 3.6 27B Local AI win. 4.44x faster at 36K context. Here are my findings RTX 6000 PRO.
Hey guys, A month ago I posted my MTP benchmarks here (3.34x on Gemma 4). DFlash support just merged into llama.cpp (PR #22105), so I ran…
Qwen3.6-27B – Effect of KV quantization on KLD – Q8, Q6, Q5 (bartowski)
Lower is better - Quantization increases from right to left I recently made a post here about how I squeezed more context into a Q8 model…
China sentences official to death for taking $325M in bribes
Article URL: https://www.bbc.com/news/articles/c33y0n1v1xjo Comments URL: https://news.ycombinator.com/item?id=48820220 Points: 13 # Comments: 11
RT Angelica 🌐⚛️🇹🇼🇨🇳🇺🇸: I worked on nuclear for a long time and thought it was primarily a public acceptance problem. But it’s …
RT Angelica 🌐⚛️🇹🇼🇨🇳🇺🇸I worked on nuclear for a long time and thought it was primarily a public acceptance problem. But it’s actually more of a project…
sqlite-migrate 0.2
Release: sqlite-migrate 0.2 The version that retires the library, instead implementing a compatibility shim against the new sqlite-utils 4.0 dependency. Tags: sqlite-utils
Reducing Doom Loops with Final Token Preference Optimization
Article URL: https://www.liquid.ai/blog/antidoom Comments URL: https://news.ycombinator.com/item?id=48820127 Points: 3 # Comments: 0
Jim's TrueType QR Code Font
Article URL: https://github.com/jimparis/qr-font Comments URL: https://news.ycombinator.com/item?id=48820119 Points: 3 # Comments: 1
!! Jukan says these guys are DeepSeek's silicon partner.
!!Jukan says these guys are DeepSeek's silicon partner.Jukan @ ICML: @teortaxesTex verisilicon
Claude Cowork expands to mobile and web
With this update, users can start a task from their desk, get status updates on their phone, and pick up the finished output later — even…
MacSurf 1.68 – NetSurf on OS 9 Released
Article URL: https://github.com/mplsllc/macsurf/releases/tag/v1.86 Comments URL: https://news.ycombinator.com/item?id=48820022 Points: 3 # Comments: 1
TorchJD: Training with multiple losses in PyTorch [P]
Hi everyone! I wanted to share some recent progress on TorchJD that might be useful to the machine learning community. When training models with multiple losses…
Weighing smoke: why AI visibility dashboards are mostly useless
Article URL: https://betterthangood.xyz/blog/weighing-smoke/ Comments URL: https://news.ycombinator.com/item?id=48819958 Points: 3 # Comments: 0
github-code Web Component
Tool: github-code Web Component An experimental Web Component built using GPT-5.5 and the following prompt: let's build a Web Component for embedding code from GitHub It…
By the by, I'm afraid this isn't great news for Western bros. As I've said before, the optimal situation for China is when they can have an open shari…
By the by, I'm afraid this isn't great news for Western bros. As I've said before, the optimal situation for China is when they can have…
How are people hosting random GGUF / open models behind an API?
I keep running into this annoying gap: A model exists on Hugging Face. Sometimes it has GGUFs. It runs fine locally in Ollama / llama.cpp /…
Facing US export controls, China's DeepSeek plans to make its own chips
It's early, but the plan is to reduce dependency on Nvidia and Huawei.
China eyes export curbs on its top AI models, and Europe is caught in the middle
According to Reuters, Chinese authorities are looking into restricting foreign access to the country's most powerful AI models. Alibaba, Bytedance, and Z.ai would all be affected.…