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A developer investigating Chainlink's AI efforts found that Chainlink Labs is building a security and verification layer for AI, not a master AI model. In March 2026, Chainlink ran a project with 24 financial institution…
AI inference costs are quietly eroding SaaS gross margins as every user query incurs a metered cost, unlike traditional software where marginal costs approach zero. Character.AI cut per-query inference costs by 33 times …
Columbia Threadneedle Investments estimates cumulative global investment in AI data centers will reach approximately $5.8 trillion between 2025 and 2030, with tech hyperscalers Amazon, Alphabet, Meta, Microsoft, and Orac…
A developer building agentproto proposes a universal spec for agent skill files, noting that every major AI agent tool (Claude Code, Codex, Gemini) uses its own incompatible format for repo-level configuration. The devel…
More than 200 economists, AI researchers, and Nobel laureates signed a statement warning that AI may become radically more powerful over the next 10 years, driving an economic transformation larger than the Industrial Re…
Finance leaders across industries are facing AI token bills that exceed forecasts by ten to a hundred times, blowing through quarterly budgets due to uncontrolled consumption-based pricing. According to 1Password's Acces…
A hybrid routing strategy that sends simple agent tasks to local AI models and complex ones to cloud APIs can cut costs by more than half for teams running high-volume workflows, according to a practical guide on the tra…
CISA added Langflow, the open-source AI workflow builder, to its Known Exploited Vulnerabilities catalog on July 7, 2026, marking the first AI agent orchestration platform in KEV, after two actively exploited CVEs were d…
A solo developer shipped BIOMA, a local LLM efficiency and security kernel, after deleting his original 'mitosis' idea that orchestrated multiple LLMs but made correctness worse. The Rust-core kernel hardens prompts in-p…
Microsoft CEO Satya Nadella warned on July 12 that businesses pay for AI twice: once in cash and again with the proprietary knowledge they expose to make models useful, calling the leakage 'AI exhaust.' Nadella argued th…
OpenAI released GPT-5.6-Sol, alongside cheaper models Terra and Luna, pricing Sol at $5/$30, Terra at $2.50/$15, and Luna at $1/$6. CEO Sam Altman said the models address enterprise cost concerns and deliver a huge step …
Together AI closed an $800 million Series C on July 1 at an $8.3 billion valuation, led by Aramco Ventures, with participation from Vista Equity Partners, General Catalyst, Nvidia and Pegatron. The company, which rents a…
More than 200 economists and AI researchers, including 16 Nobel laureates, issued an urgent open letter on Monday organized by Stanford University's Digital Economy Lab, warning that AI could trigger an economic transfor…
Cloudflare recorded AI 'user action' crawling growing more than 15x across 2025, with retail and computer software drawing the most AI crawler traffic. A developer argues that merchants should cache the near-static surfa…
Senator Bernie Sanders has proposed nationalizing half the stock of major AI companies to create a sovereign wealth fund for the American people, arguing that AI wealth must benefit humanity because it is built on collec…
A developer discovered a bug in Claude Code's remote session handling where a question the AI asked was silently dropped when the user reconnected after missing a notification. The fix was a single configuration line. Th…
More than 200 global economists and AI researchers, including 15 Nobel laureates, warned Monday that AI could disrupt the economy faster than the Industrial Revolution and called for urgent policy action. The open letter…
Australia's governing Labor party is split over a proposed copyright exemption that would let AI firms train on the country's books, music and journalism, with Prime Minister Anthony Albanese set to deliver a major AI sp…
Even Nvidia's head of automotive, Xinzhou Wu, must compete internally for compute resources against the company's booming AI business, he said on The Verge's Decoder podcast. Wu described the challenge of securing capaci…
Goldman Sachs' 1-Delta Desk warns of a shift in AI market perception from infrastructure to monetization, as global AI spending is projected to exceed $2 trillion by 2026. The desk notes that open-source AI models are ch…