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A continuously-updating read on what the AI industry is doing, shipping, buying, and saying.
appeal 9.0AI Automates Own Research Cycle
AI labs are nearing fully automated R&D, where AI designs and optimises its own systems. This recursive self-improvement accelerates development, but experts warn of "severe and urgent" risks.
The AI landscape is a whirlwind of immense investment, with Big Tech's cash flow strained by infrastructure build-outs. Yet, specialised providers like Datadog thrive on AI demand, while Cloudflare faces workforce reduc…
The stream
- RESEARCHAI Research Labs AI Automates Own Research and Development Cycles9.0
- PRODUCTSakana AI Sakana AI unveils RL Conductor model8.0
- INVESTMENTBig Tech AI spend halves cash flow8.0
- INVESTMENTDatadog Datadog raises forecasts on AI demand7.0
- RESTRUCTURECloudflare Cloudflare cuts 1,100 jobs citing AI9.0
- FUNDINGMoonshot AI Moonshot AI Secures $2B Funding9.0
- POLICYTrump administration Pivots AI policy, mandates pre-release evaluation9.0
- RELEASEAntirez Antirez releases DeepSeek V4 engine8.0
- PARTNERSHIPUnsloth and NVIDIA Unsloth, NVIDIA Accelerate LLM Training7.0
- PARTNERSHIPSpaceX and Anthropic SpaceX grants Anthropic supercomputer access10.0
- PARTNERSHIPNvidia and Corning Nvidia, Corning partner on AI optics10.0
- OPENSOURCEOpenAI, AMD, Broadcom, Intel, Microsoft, NVIDIA Release AI Networking Protocol MRC9.0
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Subjects
The AI landscape is a whirlwind of immense investment, with Big Tech's cash flow strained by infrastructure build-outs.
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.
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Sakana AI Unveils RL Conductor
Sakana AI's RL Conductor, a 7B model, automates LLM orchestration, outperforming frontier models and reducing token costs by 83%. This shifts multi-model workflow design from manual coding to dynamic, RL-driven optimisation, impacting platform engineers and procurement.
Big Tech AI Spend Halves Cash Flow
Big Tech's $725bn AI infrastructure investment is driving combined free cash flow to a decade low, forcing increased debt and reduced shareholder returns. This capital intensity shifts unit economics, impacting finance and procurement teams with rising hardware costs and supply chain strain.
Cloudflare Cuts 1,100 Jobs Citing AI
Cloudflare cut 1,100 jobs, 20% of its workforce, citing a 600% surge in internal AI usage. This signals AI's direct impact on headcount, forcing procurement teams and founders to reassess operational costs and workforce planning.
Moonshot AI Secures $2B Funding
Moonshot AI, developer of the Kimi open-weight LLMs, secured $2 billion at a $20 billion valuation, validating the commercial viability of open-weight models. This intensifies competition for platform engineers and procurement teams, demonstrating a clear revenue model for cost-effective AI alternatives.
Trump Administration Pivots AI Policy
The Trump administration's pivot to mandatory pre-release evaluation for frontier AI models increases compliance burdens for developers. This shift, focusing on national security risks, requires new evaluation processes, potentially delaying releases and raising costs for procurement and engineering teams.
SpaceX Grants Anthropic Supercomputer Access
Anthropic gains access to SpaceX's Colossus 1 AI supercomputer, boosting Claude Pro and Max capacity and API limits. This deal highlights the intense competition for scarce compute and signals a potential shift towards orbital AI infrastructure to overcome terrestrial constraints.
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