Hardware & Chips
The Inference Cost Race: 2026 AI Accelerators and Cost per Token
Inference now drives most AI spend. Compare 2026 AI accelerators on delivered cost per token, not peak FLOPS — plus the levers that actually cut your bill.
News
Latest news on artificial intelligence and large language models.
Startups & Funding
Where the AI 2026 Funding Is Going: A Deal-Map of LLM, Data, and Agent Startups and What Buyers Should Watch
Every deal-map starts with the headline number. AI venture funding in 2026 is on track to be the largest on record. Capital is clustering around four stack layers.
Generative AI
The 2026 Video Generation Boom: What It Means for Content and Infrastructure Buyers
A buyer's guide to the 2026 AI video generation boom: how the technology works, where costs hide, and how to pilot, measure, and scale video infrastructure and content without overpaying.
Hardware & Chips
The 2026 Inference Chip Race: Custom AI Accelerators, Memory Bandwidth, and Enterprise Total Cost
How memory bandwidth, custom accelerators, and cost per token are reshaping the 2026 inference chip race for enterprise buyers.
Industry News
The 2026 Enterprise AI Consolidation: Mergers, Platform Wars, and Buyer Strategy
Enterprise AI stopped being a pilot project and became a budget line. Once a market reaches that stage, consolidation follows. 2026 is that year for AI. Across the industry, vendor
Generative AI
The 2026 Generative AI Commercialization Wave: What Enterprises Can Actually Ship Today
A practical 2026 survey of the generative AI commercialization wave: production workloads, cost-per-task economics, agentic workflows, and governance enterprises can ship today.
Startups & Funding
The 2026 Agent Ops Funding Wave: What New Capital Means for Enterprise AI Buyers
The agent-operations category — observability, evaluation, governance, and cost control for production agents — is drawing a surge of 2026 capital. Here's what the money means for your stack and your next platform decision.
Ethics & Society
The 2026 AI Regulation Landscape: How New Compliance Rules Are Reshaping Enterprise Deployment
The 2026 AI regulation landscape is here. EU AI Act rules, US state laws, and new compliance demands are reshaping how enterprises deploy AI, classify risk, and govern systems.
Industry News
The 2026 Enterprise AI Shakeout: Consolidation, Pricing Wars, and What It Means for AI Buyers
Enterprise AI is consolidating fast: M&A is up, tokens are 90% cheaper, yet 93% of enterprises blew their AI budgets. Here's the buyer playbook for the 2026 shakeout, pricing war, and the Inference Paradox.
Hardware & Chips
Inference Economics in 2026: How New AI Chips Are Rewriting the Cost of Running Agents
New AI chips are collapsing the cost per token, yet agent bills keep rising. Here's how Blackwell, TPUv7, Cerebras, Groq, and Tenstorrent are rewriting inference economics in 2026 — and how to estimat
Startups & Funding
The 2026 Enterprise Agent Funding Race: What New Money and Product Launches Mean for Buyers
Agentic AI funding tripled year-over-year to $8.64B in 2026 as a wave of agent product launches reshaped the enterprise vendor landscape. For B2B buyers, this is a market-maturation signal with direct procurement consequences — from pricing shifts to vendor consolidation and agent-washing risk.
Generative AI
The Generative Audio Land Rush: Voice Cloning, Music Models, and the 2026 Content Shift
Audio is the new battleground of generative AI. Voice cloning and AI music have moved from novelty to industrial scale. Billions of dollars are flowing in. Major labels are signing deals. Regulators are catching up.