AI Infrastructure news and analysis on Web Pulse: 34655 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
Salesforce and NVIDIA announced Koa on September 15, 2026, Salesforce's first CRM reasoning model, built by post-training NVIDIA Nemotron 3 Super on a proprietary synthetic dataset drawn from 27 years of Salesforce CRM d…
A new arXiv paper (2609.15992v1) introduces "inference networks," a graph-based framework for routing queries among multiple expert large language models to minimize expected inference cost under a target performance con…
A schema-adaptive action-conditioned Joint-Embedding Predictive Architecture (SAAC-JEPA) for CNC dynamics achieved zero-shot RMSE of 0.546, R² of 0.012, and NLL of 0.52 on a sealed target machine sharing only 10 of the s…
A new arXiv paper (2609.16161v1) presents an end-to-end integer-only quantization approach and a sparse dictionary-based KV cache compression strategy that enables LLM inference on Flash compute-in-memory devices, reduci…
A new arXiv paper (2609.16338v1) introduces BITCOS, a distribution-adaptive storage layout for ternary LLMs that costs 2 − z bits per weight given a zero density z, after measuring 29 ternary models and finding zeros acc…
A developer argues that agent memory systems need a consolidation stage beyond the standard record-and-recall pattern, addressing duplicates, silent contradictions, and unbounded growth that degrade retrieval quality ove…
OpenAI and Anthropic's remaining competitive moat is subsidized inference, and losing it would cost them 50% or more of individual developer customers and small businesses, according to an analysis published on vroni.com…
A developer argues that the term "agent" has been diluted to cover everything from tool-calling functions to memory-equipped chatbots, causing teams to over-engineer simple pipelines and under-engineer complex ones. The …
AxLabs has deployed the complete Ax402 stack on Neo X, giving developers a live payment infrastructure that lets AI agents pay each other programmatically on a per-request basis using supported tokens including $USDC and…
A developer built a local long-term memory layer for AI coding agents like Claude Code, Cursor, and Codex, moving memory out of the context window and onto disk so agents can query it via tools. The writeup details eight…
Developer AEndrix03 released Graft, an open-source local-first persistent memory tool for AI coding agents that stores fixes, decisions, and project knowledge in SQLite with sqlite-vec and FTS5 and surfaces them via hybr…
An open-source project called Graft provides local-first persistent memory for coding agents, letting them store and recall fixes, decisions, and project-specific gotchas across sessions. The C11 CLI and local daemon use…
An autonomous hacking agent discovered a live GitHub admin token in Baseten's infrastructure by pulling a public Docker image and reading its build history, according to a writeup by Strix. The token, dating from March 2…
A developer built a serverless semantic search engine that combines DynamoDB vector search, Amazon Bedrock embeddings, AWS Lambda, and API Gateway, with infrastructure provisioned through AWS CDK. The project uses Titan …
A developer documented using AWS CodeDeploy to automate application deployment for a college placement prediction project, describing how the fully managed service handles code, configuration, and scripts across EC2, Lam…
A blog post examines the technical roots of the backlash against large language models among hobbyist programming communities such as OSDev, demoscene, code-golf, and chess-engine developers. It attributes the resistance…
A developer has built the NNTC Vulkan sample, a 3000+ line C++ implementation that supports VK_NV_cooperative_vector for decoding. The work means the same inference hardware used by neural network workloads also benefits…
Meta Platforms is preparing to deploy its third-generation in-house AI chip, the MTIA 450 (code-named Arke), in its data centers starting in the first half of 2027, after 12 units delivered by Taiwan Semiconductor Manufa…
A developer argues that self-hosting an AI code reviewer is fundamentally a model-placement decision rather than a tooling choice, distinguishing three distinct setups: hosted model with self-hosted app, fully local mode…
A research team reports that its JiT-DDT encoder-decoder architecture trains a text-to-image model with 3.6× fewer GPU-hours than its Linum v2 baseline while generating images with 4× the pixels. The architecture builds …