Machine Learning — Latest from Web Pulse

Microsoft's SkillOpt boosts GPT-5.5 by using nothing but a trained Markdown file :: https://wpnews.pro/news/microsoft-s-skillopt-boosts-gpt-5-5-by-using-nothing-but-a-trained-markdown-file
Google DeepMind Safety :: https://wpnews.pro/news/google-deepmind-safety
Redwood Research :: https://wpnews.pro/news/redwood-research
Every generation of engineers thought they were living through the AI revolution. Most of them were wrong. Here's why we're not. :: https://wpnews.pro/news/every-generation-of-engineers-thought-they-were-living-through-the-ai-revolution
Metadata Filtering Before Vector Search: The Recall Win Nobody Measures :: https://wpnews.pro/news/metadata-filtering-before-vector-search-the-recall-win-nobody-measures
Show HN: Model Due Diligence :: https://wpnews.pro/news/show-hn-model-due-diligence
Build Your Own Shakespearean LLM :: https://wpnews.pro/news/build-your-own-shakespearean-llm
Brazil Uses Smart Vests, Nearly Benches Player :: https://wpnews.pro/news/brazil-uses-smart-vests-nearly-benches-player
Data Engineering Described :: https://wpnews.pro/news/data-engineering-described
Like US models, Chinese AI is learning to ‘game’ safety tests, research lab says :: https://wpnews.pro/news/like-us-models-chinese-ai-is-learning-to-game-safety-tests-research-lab-says
Linear Ensembles Can Erase LLM Watermarks :: https://wpnews.pro/news/linear-ensembles-can-erase-llm-watermarks
Setup Guide: Dell XPS 16 9640 vs ThinkPad P14s Gen 6 cho Dev :: https://wpnews.pro/news/setup-guide-dell-xps-16-9640-vs-thinkpad-p14s-gen-6-cho-dev
What should an AI coding agent learn after a failed run? :: https://wpnews.pro/news/what-should-an-ai-coding-agent-learn-after-a-failed-run
A Coding Implementation on Spatial Graph Neural Networks for Urban Function Inference Using city2graph, OSMnx, and PyTorch Geometric :: https://wpnews.pro/news/a-coding-implementation-on-spatial-graph-neural-networks-for-urban-function-and
TycoonLE: A Jax reinforcement learning environment for long-horizon planning :: https://wpnews.pro/news/tycoonle-a-jax-reinforcement-learning-environment-for-long-horizon-planning
Exploration of a DNA Sequencing Basecaller using Activation Patching :: https://wpnews.pro/news/exploration-of-a-dna-sequencing-basecaller-using-activation-patching
Mixture of Experts (MoE): what it actually does under the hood, and when it pays off :: https://wpnews.pro/news/mixture-of-experts-moe-what-it-actually-does-under-the-hood-and-when-it-pays-off
From Wall Street to Data Platforms :: https://wpnews.pro/news/from-wall-street-to-data-platforms
CURE introduces contrastive unlearning for graph neural networks :: https://wpnews.pro/news/cure-introduces-contrastive-unlearning-for-graph-neural-networks
Nvidia’s GB300 NVL72 achieves 61.4K concurrent agents per megawatt, a 20x leap over H200 :: https://wpnews.pro/news/nvidias-gb300-nvl72-achieves-61-4k-concurrent-agents-per-megawatt-a-20x-leap
Latent learning: episodic memory complements parametric learning :: https://wpnews.pro/news/latent-learning-episodic-memory-complements-parametric-learning
Erdős Problems and Speculations about the Power of AI Models :: https://wpnews.pro/news/erdos-problems-and-speculations-about-the-power-of-ai-models
AI Evals, Part 2: Error Analysis The Unglamorous Superpower Behind Good Evals :: https://wpnews.pro/news/ai-evals-part-2-error-analysis-the-unglamorous-superpower-behind-good-evals
How we made GitHub Copilot CLI more selective about delegation :: https://wpnews.pro/news/how-we-made-github-copilot-cli-more-selective-about-delegation
Blackwell's AI Benchmark Lead, AMD's Ryzen AI Halo, and Linux 7.2 GPU Driver Updates :: https://wpnews.pro/news/blackwell-s-ai-benchmark-lead-amd-s-ryzen-ai-halo-and-linux-7-2-gpu-driver
LLM KV Cache Optimization, Open Model Evaluation, & Agent Engineering Skills for Local Deployment :: https://wpnews.pro/news/llm-kv-cache-optimization-open-model-evaluation-agent-engineering-skills-for
Nvidia Blackwell achieves 20x more agents per megawatt than Hopper :: https://wpnews.pro/news/nvidia-blackwell-achieves-20x-more-agents-per-megawatt-than-hopper
Flux Raises $5M to Expand Engineering Intelligence :: https://wpnews.pro/news/flux-raises-5m-to-expand-engineering-intelligence
Zyphra Releases ZONOS2, an Open-Weight Real-Time Voice-Cloning Model :: https://wpnews.pro/news/zyphra-releases-zonos2-an-open-weight-real-time-voice-cloning-model
Geoffrey Hinton predicts AI will surpass humans in mathematics within 10 years :: https://wpnews.pro/news/geoffrey-hinton-predicts-ai-will-surpass-humans-in-mathematics-within-10-years
Frontier AI and the World Cup 2026 :: https://wpnews.pro/news/frontier-ai-and-the-world-cup-2026
The decline of Google and rise of alternative searches as the source of traffic :: https://wpnews.pro/news/the-decline-of-google-and-rise-of-alternative-searches-as-the-source-of-traffic
What's Continual Learning, and Why Might We Expect To See It In Advanced LLM Agents? :: https://wpnews.pro/news/what-s-continual-learning-and-why-might-we-expect-to-see-it-in-advanced-llm
Implications of Continual Learning for LLM Agents: Introduction :: https://wpnews.pro/news/implications-of-continual-learning-for-llm-agents-introduction
Still Looking for Hackathon Teammates :: https://wpnews.pro/news/still-looking-for-hackathon-teammates
FactWorld :: https://wpnews.pro/news/factworld
Google Releases Colab CLI For Remote Colab Runtimes :: https://wpnews.pro/news/google-releases-colab-cli-for-remote-colab-runtimes
FastAPI for AI Engineers - Part 5: Authentication vs Authorization (And Why Most Beginners Confuse Them) :: https://wpnews.pro/news/fastapi-for-ai-engineers-part-5-authentication-vs-authorization-and-why-most
Building and evaluating model diffing agents :: https://wpnews.pro/news/building-and-evaluating-model-diffing-agents
Google Launches Colab CLI for Developers, Automation, and AI Agents :: https://wpnews.pro/news/google-launches-colab-cli-for-developers-automation-and-ai-agents
SkyPilot Sandboxes: Run Agent Code on Your Own Kubernetes, at Scale :: https://wpnews.pro/news/skypilot-sandboxes-run-agent-code-on-your-own-kubernetes-at-scale
The Era of Multi-Agent Imagined Experience :: https://wpnews.pro/news/the-era-of-multi-agent-imagined-experience
Rag Vs Fine-Tuning For Document Qa 2024 :: https://wpnews.pro/news/rag-vs-fine-tuning-for-document-qa-2024
Fine-Tuning Transformers Vs Lora Vs Qlora 2024 :: https://wpnews.pro/news/fine-tuning-transformers-vs-lora-vs-qlora-2024
Local Ai Deployment Cost Analysis 2024 :: https://wpnews.pro/news/local-ai-deployment-cost-analysis-2024
olmo-eval: An evaluation workbench for the model development loop :: https://wpnews.pro/news/olmo-eval-an-evaluation-workbench-for-the-model-development-loop
PixelRAG outperforms text parsers, reduces AI agent token costs by 10x :: https://wpnews.pro/news/pixelrag-outperforms-text-parsers-reduces-ai-agent-token-costs-by-10x
From PDFs to insights: Architecting an intelligent document processing pipeline with AWS generative AI services :: https://wpnews.pro/news/from-pdfs-to-insights-architecting-an-intelligent-document-processing-pipeline
nvidia-smi Reports 97% Utilization While the GPU Sits Idle :: https://wpnews.pro/news/nvidia-smi-reports-97-utilization-while-the-gpu-sits-idle
Human psychology tricks can bypass AI safety guardrails :: https://wpnews.pro/news/human-psychology-tricks-can-bypass-ai-safety-guardrails