AI Research news and analysis on Web Pulse: 9938 curated articles tracking the latest AI Research developments, tools, and research, updated continuously from vetted sources.
A study evaluating AI tools on real clinical queries from physicians found that a specialized clinical tool (OpenEvidence) outperformed frontier general-purpose models (Claude Opus 4.8, Gemini 3.1 Pro, GPT-5.5) across al…
Fastllm, a C++ LLM inference library, now supports running DeepSeek-V4 and the full DeepSeek R1 671B model on a single GPU with just 10GB VRAM. The library is compatible with Nvidia, AMD, and domestic GPUs, and supports …
Researchers from Tsinghua University and Meituan introduced U-Mind, a unified framework for real-time multimodal interaction that enables a large language model to reason across text, speech, and motion. The model, accep…
Researchers from Tsinghua University and Z.ai have proposed IndexCache, a method to reduce the computational cost of DeepSeek Sparse Attention (DSA) in GLM-5.2. IndexCache exploits the observation that adjacent layers in…
Large language models face speed bottlenecks due to KV cache, batching, and quantization challenges, and modern AI systems employ techniques to overcome these issues.
A developer running a production AI operations system reports that sycophancy in AI—where models produce outputs that match what users want to hear rather than what is accurate—is a structural problem caused by Reinforce…
A new knowledge representation architecture called Synapedia defines concepts using events sourced from Wikipedia, addressing a structural flaw in existing systems like WordNet and Wikidata. The system uses four layers a…
Andrej Karpathy declared prompt engineering dead in a June 25, 2025 tweet, introducing context engineering as its replacement. The shift redefines how developers interact with AI models, emphasizing structured context ov…
A new survey paper on arXiv provides a comprehensive taxonomy of memory systems for AI agents, categorizing memory into forms (token-level, parametric, latent), functions (factual, experiential, working), and dynamics. T…
OpenAI's Codex tool now accounts for 99.8% of weekly output tokens at the company, with the average worker generating over 85% of their output tokens using it, according to an OpenAI Economic Research paper. Non-develope…
Samsung Electro-Mechanics signed a 454 billion-won ($293 million) contract to supply multilayer ceramic capacitors for AI servers to a U.S. customer, likely a major cloud provider. The single-year deal reflects tightenin…
Perplexity AI CEO Aravind Srinivas argued that US export controls on advanced chips are inadvertently accelerating Chinese AI innovation, citing DeepSeek's advances in memory-efficient models. He warned that China's abil…
A developer warns that model collapse—where models trained on their own outputs become blander and lose rare patterns—has become a real engineering constraint in 2026. The degradation is driven by statistical sampling er…
A historical pattern of gold rushes, from the 1853 discovery of Crater Lake by gold prospectors to the modern AI data-center boom, illustrates that while invention may accelerate, the diffusion of technology through infr…
The Australian Centre for AI in Marketing (ACAM) reports that marketers are struggling to adopt agentic AI despite high expectations, with a global Adobe survey of 3,000 executives finding 63% expect it to free time for …
Digital Realty paid $27 million per megawatt for three leased AI data centers, setting a new valuation benchmark for stabilized AI infrastructure. The price dwarfs typical lease valuations of $400,000 to $550,000 per meg…
TinyAgents, a Rust-based recursive language model harness, was released on Hacker News. It implements the Recursive Language Model (RLM) execution model, enabling agents to call sub-agents, graphs to run subgraphs, and m…
A developer's research reveals that AI coding agents like Claude, ChatGPT, and Gemini exhibit bias and inconsistency when recommending software dependencies. The study, published at llmrank.fyi, shows that tool recommend…
The European Union's Tech Sovereignty Package aims to triple data center capacity within five to seven years to reduce reliance on American cloud providers, but faces power and planning challenges. Iceland offers abundan…
A LessWrong article argues that compression is a key driver of intelligence in large language models, using mathematical structure as an example. The author suggests that AI models like Claude Mythos can learn to make ab…