The pulse, right now.
A continuously-updating read on what the AI industry is doing, shipping, buying, and saying.
appeal 10.0Cohere Acquires Aleph Alpha, Secures Schwarz Investment
Cohere's acquisition of German AI champion Aleph Alpha, backed by a $600 million Schwarz Group investment, consolidates a key European AI player under Canadian ownership. Procurement teams must re-evaluate vendor lock-in risks and data residency implications.
The tech landscape is dominated by AI's relentless advance, driving hardware shortages, consolidating European AI, and concentrating venture capital. Companies pivot to AI for funding, while new models emerge, and even …
The stream
- PRICINGIntel Intel prioritises data centre CPUs over consumer8.0
- RELEASEDeepSeek DeepSeek launches V4 models, challenges frontier AI8.0
- PRICINGApple Mac mini Mac mini shortage drives markups8.0
- ACQUISITIONCohere Cohere acquires Aleph Alpha, secures Schwarz investment10.0
- FUNDINGAI and defence companies Capital concentrates in AI, defence funding9.0
- OPENSOURCEDeepSeek DeepSeek releases new V4 open-source AI model8.0
- INVESTMENTSpaceX SpaceX declares AI primary market opportunity9.0
- INVESTMENTAsian Chipmakers Chipmakers Intensify AI Supremacy Battle9.0
- OPENSOURCEIntel Intel archives open-source projects9.0
- INVESTMENTTesla Tesla boosts AI, robotics spending8.0
- RELEASEOpenAI OpenAI launches ChatGPT workspace agents8.0
- RESEARCHSony AI Sony AI robot defeats table tennis pros9.0
- + more stories in the last 24 hoursAll stories →
Subjects
- 01CohereCohere acquires Aleph Alpha, secures Schwarz investment10.0
- 02AnthropicAnthropic valuation hits $800 billion10.0
- 03CoreWeaveCoreWeave raises prices amid GPU shortage10.0
- 04AI and defence companiesCapital concentrates in AI, defence funding9.0
- 05SpaceXSpaceX declares AI primary market opportunity9.0
The tech landscape is dominated by AI's relentless advance, driving hardware shortages, consolidating European AI, and concentrating venture capital.
A weekly synthesis of the most material AI-industry moves — what shipped, what was bought, what regulators said, and how the pattern is shifting.
Capital availability is no longer the primary constraint — return justification is.
Departments
All stories →
Intel Prioritises Xeon Production
The shift to agentic AI workloads is driving a dramatic increase in server CPU demand, pushing CPU:GPU ratios to 1:1 and causing 20% price hikes and six-month lead times. This will significantly raise infrastructure costs and delay AI deployments for procurement teams and data centre architects.
DeepSeek V4 Challenges Frontier AI Costs
DeepSeek's new V4 models offer high performance and 1 million token context windows at significantly lower costs than existing frontier models. This shifts the unit economics for deploying advanced AI, providing procurement teams and platform engineers a cost-effective alternative.
Apple Mac mini Shortage Drives Markups
Apple's M4 Mac mini is sold out, driving eBay prices up to $979 for the $599 base model. This scarcity, fuelled by demand for on-device AI, increases hardware procurement costs and extends timelines for teams developing local AI solutions.
Capital Concentrates in AI, Defence Funding
Growth capital is now heavily skewed towards AI and defence, forcing companies to rebrand as AI-centric to attract investment. This concentration limits funding options for non-AI ventures and increases the premium on AI-aligned projects, creating a challenging environment for founders in other sectors.
DeepSeek Launches New AI Model
DeepSeek's new V4 model claims rivalry with leading closed-source models, shifting AI development unit economics by introducing a new open-source alternative. This offers platform engineers and procurement teams a viable option, potentially impacting infrastructure expenditure and creating competitive pressure on global AI model pricing.
SpaceX Declares AI Primary Market
SpaceX's S-1 filing declares enterprise AI its largest market, valuing it at $22.7 trillion. This redefines the company's core business for investors and procurement teams, signalling a strategic shift in capital allocation towards AI development.
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