Global – October 24, 2026 -- Cloudflare is pitching Workers AI as a serverless inference platform that bills only for usage, at $0.011 per thousand neurons, and runs 50+ models across 200+ cities.

Cloudflare targets idle GPU spend with usage-based billing

Cloudflare argues that inference demand is spiky, unlike training. It cites average GPU utilization of only 20-40%, with one-third of organizations below 15%. Workers AI removes hardware commitments, GPU management and capacity planning, so customers pay only for inference they run.

Reston – October 24, 2026 -- Fast Company has named Seekr's SeekrFlow platform to its 2026 Next Big Things in Tech list in the Established Excellence category, citing its ability to make AI explainable and defensible for enterprises and government agencies.

SeekrFlow targets the gap between AI outputs and regulatory defense

Organizations are moving AI into loan approvals, supply chains, critical infrastructure and national security, according to Seekr. Most still cannot show which data drove an output or defend it to a regulator, auditor or oversight body.

London – October 21, 2026 -- Seekr has opened its first European office in Mayfair, London, to serve UK and European demand for AI that customers can govern, audit and run under their own laws. The office builds on the company's existing UK customer base and a growing pipeline across UK defence, FTSE-listed companies and regulated industries.

San Francisco – October 19, 2026 -- fal has launched FLUX 3 Max, a video generation model that produces a 10-second clip in 10.95 seconds, more than 22 times faster than Seedance 2.5 at the same reported image-to-video Elo rating of 1,139.

The model was post-trained by fal Research in collaboration with Black Forest Labs. It builds on the FLUX 3 foundation model through post-training, reinforcement learning and inference optimization.

London – October 19, 2026 -- The global data center cooling tower market will more than double from USD 1.12 billion in 2025 to USD 2.44 billion by 2035, an 8.06% CAGR, as water-use rules and 45 °C liquid cooling push AI campuses toward hybrid and dry designs, according to DC Market Insights.

NEW YORK – October 19, 2026 -- The four largest hyperscalers plan more than $700 billion of capital spending this year, and Egan-Jones Ratings expects mainstream support from both US parties to keep the AI buildout going despite public opposition to local data centers.

United States – October 19, 2026 -- Six of the largest hyperscalers are on track to spend more than $700 billion on computing infrastructure this year, about double the record set in 2025, as gains from shrinking transistors fade and performance is bought by building bigger systems.

Global – October 19, 2026 -- Tech stocks shed over $1 trillion on Friday as investors grew nervous that AI companies may not turn sustainable profits, NBC reported.

Microsoft also pulled out of a giant AI cloud deal in the UK, according to Gizmodo. The report adds to concerns about the economics of large-scale AI infrastructure.

Global – October 19, 2026 -- Lightelligence has presented dOCS, an optical circuit switching (OCS) interconnect module that it says is built on the world's first silicon photonic OCS chip, aimed at AI clusters, GPU superclusters and high-performance computing (HPC) systems.

dOCS integrates optical switching into a QSFP-DD module

The module embeds switching directly in the interconnect. Signals can be routed through external optical ports or through internal cross-connections.

Shenzhen – October 18, 2026 -- More than half of cloud data center capital expenditure is expected to go to memory and storage, excluding HBM, by 2027, according to a projection by Morgan Stanley's Daniel Yen presented at the 5th GMIF Innovation Summit. The forum, themed "The Future Built on AI Memory and Storage," was co-hosted by the Shenzhen Memory Industry Association (SMIA) and Peking University's School of Integrated Circuits at the Renaissance Shenzhen Bay Hotel.