Together AI Open-Sources OSCAR: An Attention-Aware 2-Bit KV Cache Quantization System for Long-Context LLM Serving
Long-context inference makes the KV cache one of the main costs of serving LLMs. During autoregressive decoding, the cache grows...
AI News
AI agents are quietly generating chaos engineering failures enterprises don’t track yet
There is a category of production incident that engineering teams are not tracking yet — because it doesn't fit any...
Microsoft Research Releases Webwright: A Terminal-Native Web Agent Framework That Scores 60.1% on Odysseys, Up from Base GPT-5.4’s 33.5%
Most web agents today drive a browser one action at a time. The model receives the current page state —...
Valid certificates, stolen accounts: how attackers broke npm's last trust signal
On May 19, 633 malicious npm package versions passed Sigstore provenance verification. They were cleared by the system because the...
AI gave China a god’s-eye view of its energy grid. No one else has this mapping.
Every major economy is staring at the same problem right now. Artificial intelligence is consuming electricity at a pace that...
Perplexity Open-Sources Bumblebee: A Read-Only Supply-Chain Scanner for Developer Endpoints
Attackers increasingly target the packages, editor extensions, and AI tool configs on developer machines and not just production systems. Perplexity...
Your AI agents need a terminal, not just a vector database
When agentic workflows fail, developers often assume the problem lies in the underlying model’s reasoning abilities. In reality, the limited...
Musk and Zuckerberg convinced Trump to scrap AI executive order
The ceremony was scheduled. The CEOs were on the guest list. And then it wasn’t happening.On Thursday, US President Donald...
One Model, Three Modalities: ByteDance Releases Lance for Image and Video Understanding, Generation, and Editing
Building a single model that can both understand and generate images and videos is harder than it sounds. The two...
Google's Managed Agents API promises one-call deployment at the cost of execution layer control
At Google I/O, the company unveiled Managed Agents in its Gemini API — a service that promises to collapse weeks...
Alibaba’s AI Agent Chip Strategy Goes Beyond Nvidia
Alibaba has unveiled a new AI processor built specifically for AI agents, pairing the chip announcement with a multi-year silicon...
Alibaba Qwen Team Introduces Qwen3.5-LiveTranslate-Flash: Real-Time Multimodal Interpretation Across 60 Languages at 2.8-Second Latency
Simultaneous interpretation is one of the harder problems in applied AI. You’re asking a model to translate speech before the...
Claude agents can finally connect to enterprise APIs without leaking credentials
The reason enterprises have been slow to connect AI agents to internal APIs and databases isn't the models — it's...
AI is a matter of power, infrastructure and security: TechEx North America
Although visitors to an event like TechEx North America will always want to see the cutting edge front and centre...
Stochastic Gradient Descent (SGD’s) Frequency Bias and How Adam Fixes It
BG = "#fafaf8" DARK = "#1a1a1a" # Color ramp: blue for common tokens, red for rare TOKEN_COLORS = steps =...
Architectural patterns for graph-enhanced RAG: Moving beyond vector search in production
Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard...
A Coding Implementation to Compress and Benchmark Instruction-Tuned LLMs with FP8, GPTQ, and SmoothQuant Quantization using llmcompressor
import subprocess, sys def pip(*pkgs): subprocess.check_call() pip("llmcompressor", "compressed-tensors", "transformers>=4.45", "accelerate", "datasets") import os, gc, time, json, math from pathlib import...
The enterprise risk nobody is modeling: AI is replacing the very experts it needs to learn from
For AI systems to keep improving in knowledge work, they need either a reliable mechanism for autonomous self-improvement or human...
Scale ‘autonomous intelligence’ for real growth
Transitioning from controlled testing environments to live enterprise deployment is a very different proposition. A small-scale test might perform perfectly...
NVIDIA Introduces SANA-WM: A 2.6B-Parameter Open-Source World Model That Generates Minute-Scale 720p Video on a Single GPU
World models (systems that synthesize realistic video sequences from an initial image and a set of actions) are becoming central...
Claude’s next enterprise battle is not models: it’s the agent control plane
New VB Pulse data shows Microsoft and OpenAI leading enterprise agent orchestration, but Anthropic’s first measurable foothold points to a...
