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AI Infrastructure

Aug 17, 2026

Kog Claims GPU Inference Speeds That Rival Custom Silicon

Paris-based startup Kog is challenging the assumption that agentic AI requires exotic custom silicon, claiming its inference engine hits 3,000+ tokens per second on standard datacenter GPUs — territory previously reserved for purpose-built chips from the likes of Cerebras and Groq. With $5M raised and a novel architecture/runtime co-design philosophy, Kog is betting the real bottleneck is software, not hardware.

AI Infrastructure

Startups

Deep Tech

Aug 10, 2026

H1 2026 Mints 195 Unicorns — More Than All of 2025

A record 195 companies joined the unicorn ranks in just the first six months of 2026 — already exceeding all of 2025's count of 193. Robotics, AI infrastructure, defense, and semiconductors led the charge, while DeepSeek, OKX, and OpenAI Deployment Co. claimed the top three valuation spots. The cohort has added roughly $440 billion in value and raised $80 billion in aggregate.

Venture Capital

Startups

Aug 4, 2026

Ore Energy Raises $43M Series A for Iron-Air Batteries

Dutch startup Ore Energy has closed a $43m Series A led by Plural and HV Capital to commercialize iron-air long-duration battery technology. The round signals growing investor conviction that grid-scale storage is becoming essential infrastructure — particularly as AI data centers drive unprecedented electricity demand across Europe.

Energy

Deep Tech

Startups

Jul 28, 2026

Satya Nadella Warns Single-AI Dependency Is a Risk

Microsoft's CEO is sounding the alarm on AI monoculture: businesses that rely on a single AI model without proper infrastructure layers risk being left behind. Nadella's comments point to AI gateways and proprietary models as the new competitive moat.

Enterprise AI

AI Infrastructure

Microsoft

Jul 21, 2026

Inference Startup Infinity Raises $15M at $100M Valuation

Infinity, an AI inference infrastructure startup, has closed a $15 million funding round at a $100 million valuation. The round draws backing from Touring Capital, Principal VC, and individual researchers from OpenAI and Anthropic — a notable signal of credibility in a crowded inference market.

Startups

Venture Capital

Jul 17, 2026

How LinkedIn, Walmart, Zendesk Fixed AI Agent Bottlenecks

At VB Transform 2026, infrastructure leaders from LinkedIn, Walmart, and Zendesk made a striking admission: none of the bottlenecks they hit scaling AI agents were model problems. The culprit was infrastructure built for humans, not agents — and each company found a different way to close that gap.

Enterprise AI

AI Infrastructure

AI Agents

Jul 14, 2026

New York Becomes First State to Enact a Data Center Ban

Governor Kathy Hochul has signed a first-of-its-kind statewide moratorium blocking new environmental permits for large data centers in New York. The order targets facilities over 50 megawatts and gives the state up to a year to develop regulations around energy costs and environmental impact. A broader legislative bill with a stricter threshold still awaits her signature.

AI infrastructure

data centers

energy policy

Jul 13, 2026

Sam Altman's Space Data Center Doubts Backed by Experts

Sam Altman publicly dismissed space-based data centers as impractical, but his hot take isn't as contrarian as it seems. Most infrastructure experts already agree the economics and physics don't add up — at least not yet. Here's why Altman's trash talk is closer to consensus than controversy.

Sam Altman

Data Centers

AI Infrastructure

Jul 9, 2026

Ollama Raises $65M as Its AI Runtime Hits 9M Users

Ollama, the open source tool that lets developers run AI models locally on their own hardware, has closed a $65M funding round and grown to nearly 9 million users. Backed by Benchmark, the project has accumulated over 176,000 GitHub stars and nearly 17,000 forks. The raise signals strong investor appetite for local, privacy-first AI infrastructure.

AI infrastructure

Benchmark

Developer Tools

Jul 9, 2026

It's Not the GPUs: What's Really Holding AI Models Back

Everyone assumes GPU compute is the limiting factor in AI development — but the real constraint runs much deeper. Memory bandwidth, data movement, and architectural inefficiencies are quietly throttling model performance in ways raw processing power can't fix.

AI Infrastructure

Machine Learning

GPU

Jul 8, 2026

ZML Launches a Free Tool to Unify AI Chip Performance

French AI startup ZML, backed by Turing Award winner Yann LeCun, has released ZML/LLMD — free software designed to accelerate AI inference across a wide range of chip architectures. The tool aims to reduce the cost and complexity of running AI workloads at scale.

AI infrastructure

French startups

Hardware

Jul 6, 2026

Aylight Raises €4.5M to Fix AI's Laser Bottleneck

Swiss photonics startup Aylight has closed a €4.5M pre-seed round to commercialize chip-scale multiwavelength laser technology built for AI data-centre optical interconnects. Co-led by Elaia and Swisscom Ventures, the funding will drive the company's first foundry prototypes and R&D team expansion.

AI infrastructure

Deep Tech

Funding

Jul 1, 2026

Together AI Raises $800M, Doubles Valuation to $8.3B

AI neocloud provider Together AI has closed an $800M funding round, catapulting its valuation from $3.3B to $8.3B in roughly 18 months. The company specializes in hosting open source models and is emerging as a key infrastructure player in the AI stack.

Together AI

AI Infrastructure

Funding

Jul 1, 2026

NVIDIA, Partners Build AI Infrastructure in America

NVIDIA is accelerating a domestic manufacturing push alongside key partners, bringing critical AI hardware and infrastructure production to the United States. The move reflects growing demand for sovereign AI capacity and supply chain resilience.

NVIDIA

AI Infrastructure

Manufacturing

Jul 1, 2026

Meta Wants to Sell Excess AI Compute, Rival AWS

Meta is building plans for a cloud infrastructure business that would sell access to its AI compute power and models. The move would put it in direct competition with Amazon Web Services, Google Cloud, and Microsoft Azure.

Why AI's Next Bottleneck Is Web Data Infrastructure

AI models are only as good as the data feeding them — and the web wasn't built for automated, real-time retrieval at scale. A new infrastructure layer is emerging to solve that, enabling enterprises to access fresh, structured, and trustworthy web data before stale inputs derail their AI investments.

AI Infrastructure

Web Data

Enterprise AI

Jun 29, 2026

Omen AI Raises $31M to Fight Data Center Bacteria

Omen AI has closed a $31 million Series A to deploy real-time monitoring technology inside liquid cooling systems at data centers. The startup's sensors detect bacterial contamination and coolant degradation before they cause costly hardware failures. As AI workloads push chips to their thermal limits, the company is betting that coolant health is the next critical infrastructure problem to solve.

Data Centers

Liquid Cooling

AI Infrastructure

Jun 26, 2026

Mistral OCR 4 Brings Document Intelligence to Enterprise

Mistral's fourth-generation OCR model returns bounding boxes, block classification, and confidence scores as first-class outputs, eliminating a costly integration layer for enterprise document pipelines. At $4 per 1,000 pages with self-hosted deployment, it's a direct challenge to U.S.-jurisdiction cloud APIs — timed perfectly after Anthropic's export-control crisis rattled enterprise buyers.

Mistral AI

OCR

Document AI

Jun 25, 2026

Netris Raises $15M Series A, Led by a16z, for Neoclouds

Netris has closed a $15M Series A round led by Andreessen Horowitz to help AI neocloud operators cut the time it takes to stand up production infrastructure. The startup's software runs directly on network switches, abstracting away the complexity of large-scale GPU cluster networking. As demand for AI compute capacity surges, Netris is positioning itself as critical plumbing for the next wave of cloud providers.

a16z

AI infrastructure

Funding