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Machine learning for financial prediction
Machine learning for trading is a huge domain, but not all applications are practical in terms of making your money grow. Let's find out what really works!
Top posts
Every blog post that took off on Hacker News, ranked by the votes of its best submission. 6,331 posts.
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Diagrams AI can, and cannot, generate
An exploration of how well AI generates system architecture diagrams
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Stable Diffusion 2.0 and the Importance of Negative Prompts for Good Results
Negative prompts can be far superior than traditional prompt additions.
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Research-Driven Agents: When an agent reads before it codes
Coding agents working from code alone generate shallow hypotheses. Adding a research phase — arxiv papers, competing forks, other backends — produced 5 kernel fusions that made llama.cpp CPU inference 15% faster.
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Remote Prompt Injection in Gitlab Duo Leads to Source Code Theft
The Legit research team unearthed vulnerabilities in GitLab Duo.
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How convolutional neural networks see the world
Note: this post was originally written in January 2016. It is now very outdated. Please see this example of how to visualize convnet filters for an up-to-date alternative, or check out chapter 9 of my book "Deep Learning with Python (2nd edition)".
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Announcing TensorFlow 0.8 – now with distributed computing support
Posted by Derek Murray, Software EngineerGoogle uses machine learning across a wide range of its products. In order to continually improve our mode...
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Useful algorithms that are not optimized by Jax, PyTorch, or TensorFlow
In some previous blog posts we described in details how one can generalize automatic differentiation to give automatically stability enhancements and all sorts of other niceties by incorporating graph transformations into code generation. However, one of the things which we didn’t go into too much is the limitation of…
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Diffusion Forcing: Next-Token Prediction Meets Full-Sequence Diffusion
Official Website of Diffusion Forcing
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Language models for text classification: From bag-of-words to Jev
A Visual Guide to RNNs, CNNs, Transformers, and Calibration, with Hands-On Experiments on Accuracy and Efficiency
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Waymo One is now open to all in Los Angeles
Roll out the red carpet. Starting today, anyone in Los Angeles can take fully autonomous rides 24/7 with Waymo One – rolling through Santa Monica, Hollywood Boulevard, USC, and everything in between.
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OpenAI, the Partition Principle, and Mathematics
By the time I got out of bed yesterday, I had three people ask me if I'd seen the OpenAI announcement that the Partition Principle does not (...)
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An AI Vibe Coding Horror Story
A medical professional built a patient management app using AI, exposed all patient data unprotected to the internet, and sent voice recordings to AI services without consent. Likely violating Swiss nDSG and other laws.
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Is chain-of-thought AI reasoning a mirage?
Reading research papers and articles about chain-of-thought reasoning makes me frustrated. There are many interesting questions to ask about chain-of-thought…
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Please stop flooding our projects with AI slop to furnish your CV
Successful contributions to open source projects are a kind of currency. GitHub in particular encourages this in a number of ways: by showing avatars of contributors on repository pages, by showing your contributions to your followers via the activity feed and by signalling contributions per day on the activity graph…
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Responding to recruiter emails with GPT-3
If you’re just interested in the code, here it is.
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Claude for Financial Services
A comprehensive solution for financial analysis that helps finance professionals analyze markets, conduct research, and make decisions.
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Delimiters won’t save you from prompt injection
Prompt injection remains an unsolved problem. The best we can do at the moment, disappointingly, is to raise awareness of the issue. As I pointed out last week, “if you …
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Here be monsters: What do you still need to know when agents do the work?
AI agents write code faster than anyone can read it. What engineers still need: fundamentals, breadth, and the willingness to dive in when it breaks.
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Peer Programming with LLMs, for Senior+ Engineers
This article contains a collection of resources for senior (or staff+) engineers exploring the use of LLM for collaborative programming.
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Imagen 4 is now generally available
Discover Imagen 4 Fast, Google's new speed-optimized text-to-image model, now generally available with Imagen 4 and 4 Ultra in the Gemini API.
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LLMs Are Complicated Now
Back in 2022 and 2023 there were two big branches of machine learning happening at Meta1. The LLM work that led to Llama was a clean, smooth stack of repeated Transformer modules; the recommendatio…
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FLUX 3 Image Klein
Frontier image quality with the customization and speed of open weights: 5.6B parameters, first in text-to-image, multi-reference generation and editing.
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Qwen-Robot Suite: A Foundation Model Suite for Physical World Intelligence
Qwen offers comprehensive functionality spanning chatbot, image and video understanding, image generation, document processing, web search integration, tool utilization, and artifacts.
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Moving Camera, Moving People: A Deep Learning Approach to Depth Prediction
Posted by Tali Dekel, Research Scientist and Forrester Cole, Software Engineer, Machine Perception The human visual system has a remarkable abili...