AI-Designed Universal Vaccine Clears First Human Trial — A Blueprint for Pandemic Prevention
Cambridge and DIOSynVax report safe Phase 1 results for an AI-designed vaccine targeting multiple coronaviruses, including future spillovers.
DiffusionGemma: Google's 4x Faster Text Generation Could Reshape Local AI
Google’s new open-source DiffusionGemma model uses text diffusion to generate entire blocks of text in parallel, delivering up to 4x faster inference on NVIDIA GPUs.
Unisound's U2: An Agentic LLM That Actually Finishes the Job
Unisound’s U2 is a new general-purpose LLM built for execution, not just conversation. It autonomously handles complex, multi-step workflows across office work, software engineering, and research.
NVIDIA Cosmos 3: The First Open Frontier Physical AI Model That Can See, Generate, and Act
NVIDIA launches Cosmos 3, an open physical AI foundation model with a breakthrough mixture-of-transformers architecture, and the Cosmos Coalition with leading robotics labs to accelerate open world models.
Microsoft AI Unveils Seven New Models and a 'Hill-Climbing Machine' to Accelerate Superintelligence
Microsoft AI introduces seven in-house models and a ‘hill-climbing machine’—a repeatable pipeline designed to reliably improve model performance across reasoning, coding, and multimodal tasks.
NVIDIA Launches Cosmos 3: The World's First Open Omnimodel for Physical AI
NVIDIA’s Cosmos 3 is a breakthrough open model for physical AI that reduces training cycles from months to days. A new coalition of robotics leaders will advance open world models.
NVIDIA Blackwell Ultra: 1.5x Faster, 50x the Revenue Opportunity
Blackwell Ultra is now shipping. With 45% higher DeepSeek-R1 throughput vs GB200 and 50x the revenue potential vs Hopper, this is the chip reshaping AI factory economics.
AI-Assisted Development: What Actually Works in 2026
AI coding assistants have moved from novelty to necessity. But the hype cycle has settled, and we now have real data on what works and what doesn’t. The Landscape Tool Best For Limitations GitHub Copilot Autocomplete, boilerplate Struggles with multi-file refactors Cursor Full-featured AI IDE Context window limits on large codebases Claude Code Terminal-native agentic coding Requires explicit instruction OpenCode Interactive CLI with subagents Needs good task decomposition Where AI Excels Test Generation AI-generated tests catch edge cases humans miss. In our codebase, AI-authored tests found 23% more boundary condition bugs than human-written equivalents: ...
Building a Real-Time Data Pipeline with Apache Kafka and ClickHouse
When your analytics queries go from “how did we do last week?” to “what’s happening right now?”, your data warehouse needs to evolve. Here’s how we built a real-time pipeline handling 500K events/second with sub-second query latency. Architecture Overview ┌──────────┐ ┌──────────┐ ┌────────────┐ ┌──────────┐ │ Services │────▶│ Kafka │────▶│ ClickHouse │────▶│ Grafana │ │ (protobuf)│ │ (Avro) │ │ (MergeTree)│ │ Dashboards│ └──────────┘ └──────────┘ └────────────┘ └──────────┘ │ ▼ ┌──────────┐ │ Schema │ │ Registry │ └──────────┘ Why ClickHouse Over Traditional OLAP? ClickHouse is a columnar database built for real-time analytics. Unlike Snowflake or BigQuery: ...
Rust in Production: Lessons After Two Years
Two years ago we rewrote a Go microservice in Rust. Here’s what we learned—the good, the ugly, and the surprising. The Numbers Before we get into opinions, here are the cold hard metrics comparing the Go (1.21) and Rust (1.78) versions processing 10M API requests: Metric Go Rust Delta P99 latency 340ms 28ms -92% Memory (steady state) 2.1 GB 48 MB -98% CPU (avg) 4.2 cores 0.8 cores -81% Binary size 12 MB 4.8 MB -60% Lines of code 4,200 5,800 +38% The latency drop isn’t just about Rust being faster—it’s about tail latency predictability. Go’s GC pauses, while short, created sporadic spikes that triggered downstream timeouts. ...