Canva launches Code 2.0, offering AI website building to every user — including free accounts
Canva on Tuesday launched Canva Code 2.0, a major upgrade to its AI-powered coding tool that lets users build interactive...
AI News
Skyfall AI Releases MORPHEUS: A Persistent Enterprise Simulation Benchmark That Makes Continual Reinforcement Learning Necessary Under Structured Non-Stationarity
Most reinforcement learning benchmarks reset the world after every episode. Real operations never reset. Skyfall AI’s MORPHEUS targets that gap....
Building a VideoAgent-Style Multi-Agent System: Intent Parsing, Graph Planning, and Tool Routing for Video Editing Tasks
def tool_shot_planner(instruction, captions): """Global-aware storyboard sub-queries from instruction + caption bank.""" bank = "; ".join(sorted({c for c in captions})) if...
The desktop infrastructure problem that Kubernetes finally solves
Presented by Kasm TechnologiesEnterprise infrastructure teams have spent the better part of a decade pushing workloads into Kubernetes. Applications, APIs,...
ACRouter picks the smartest AI model per task, beating Opus-only setups by 2.6x on cost
Model routing is becoming a key component of the enterprise AI stack, dynamically sending prompts to the right AI model...
AI agent crawlers, Cloudflare’s new rules, and the way through
AI agent crawlers, the bots that fetch pages in real time on behalf of a person waiting for an answer,...
Meet NeuroVFM: A New Neuroimaging Foundation Model Trained With Vol-JEPA on Uncurated Clinical MRI and CT Volumes
Frontier models learn mostly from public internet data. However, clinical neuroimaging rarely appears there, because MRI and CT scans contain...
Guide to Loop Engineering: How ‘autoresearch’ and ‘Bilevel Autoresearch’ Turn AI Agents Into Autonomous Machine Learning ML Research Loops
Most people still use AI like a 2015 search box. You type, you read, you type again. A newer pattern...
DeepSeek cut prices 75%. The 100x problem remains
DeepSeek's recent decision to drastically cut pricing on its V4-Pro model by 75% should have been unequivocally good news for...
A Coding Guide to NVIDIA’s Tile-Based GPU Programming: From cuTile and Triton Kernels to Flash Attention
if BACKEND == "triton": @triton.jit def _vadd_kernel(a_ptr, b_ptr, c_ptr, n, BLOCK: tl.constexpr): pid = tl.program_id(0) offs = pid * BLOCK...
Mira Murati’s Thinking Machines Lab Makes The Technical Case For Human-Centered AI Built On Customizable Model Weights
Thinking Machines Lab published a report to build AI that extends human will and judgment. Most AI in use today...
Forget typosquatting; slopsquatting is the software supply chain threat created by AI coding tools
Slopsquatting represents an emerging supply chain threat made possible by AI hallucinations. As developers increasingly rely on AI coding assistants,...
Ant Group’s Robbyant Unveils LingBot-VA 2.0: A Causal Video-Action Model Built Natively for Physical AI
Robbyant, the embodied AI unit inside Ant Group, has released the LingBot-VA 2.0.The first embodied-native foundation model. It describes a...
Enterprise AI is entering an evaluation gap: Agents are gaining autonomy faster than companies can verify them
Enterprise AI teams are giving agents more freedom at the same moment their confidence in automated testing is collapsing.Half of...
Wall Street is debating the AI buildout. Enterprises just answered: 86% say their GPUs run at half capacity or less
Enterprise companies are running AI agents ahead of the controls needed to manage them — and they deployed that way...
OpenAI introduces ChatGPT Work, a cloud-based AI agent that manages tasks across email, Slack and calendars
OpenAI on Thursday launched ChatGPT Work, a new AI agent embedded inside its flagship chatbot that aims to transform ChatGPT...
Kyutai Releases MuScriptor: An Open-Weight Decoder-Only Transformer for Multi-Instrument Music Transcription to MIDI
Automatic Music Transcription (AMT) converts an audio recording into symbolic notes, usually MIDI. Single-instrument transcription already works reasonably well. However,...
57% of enterprises have watched AI agents be confidently wrong. The fix is an agentic context layer, but who has one?
An enterprise AI agent answers with total confidence, but the number is wrong. Nobody catches it until someone traces it...
Google's TabFM skips per-dataset training and still predicts on tables it's never seen
The vast majority of business data is tabular — living in data warehouses, CRMs, and financial ledgers — yet building...
Google Research Introduces SensorFM: A Wearable Health Foundation Model Pretrained on One Trillion Minutes of Sensor Data
Most wearable health models are built one outcome at a time. That approach breaks down at thirty-five endpoints. Labels are...
How to shrink the token budget without shrinking the team
Jensen Huang has a test for whether an engineer is worth keeping, and it comes with a token budget attached....
Meet Nemotron Labs 3 Puzzle 75B A9B: A Compressed Hybrid MoE LLM Delivering 2.03x Server Throughput
Large hybrid MoE models like Nemotron-3-Super are accurate but expensive to serve. Their active parameters, KV cache, and Mamba state...
