AI & ML

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Not yet: the third answer in machine intelligence

The most difficult thing to build into an artificial intelligence is not accuracy. It is restraint. Contemporary systems are rewarded, structurally, for producing an answer — a label, a score, a confident sentence — because a fluent reply reads as competence and a hesitation reads as failure. Yet in the places where these systems will […]

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Don’t Neglect the Operational Groundwork

Autonomous agents are moving faster than the field’s ability to govern them, and catching up requires more than better prompts or bigger sandboxes. At O’Reilly’s recent AI Superstream focused on OpenClaw and the broader ecosystem of locally run and self-hosted AI agents, five speakers, each working at a different layer of the stack, explored patterns

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Don’t Neglect the Operational Groundwork

Autonomous agents are moving faster than the field’s ability to govern them, and catching up requires more than better prompts or bigger sandboxes. At O’Reilly’s recent AI Superstream focused on OpenClaw and the broader ecosystem of locally run and self-hosted AI agents, five speakers, each working at a different layer of the stack, explored patterns

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OpenAI’s first branded hardware is… a light-up keyboard?

As rumors continue to swirl about OpenAI’s work on a personalized smart speaker and other hardware, the company is today quietly rolling out its first branded device. The $230 Codex Micro is a specialized, RGB-lit mini-keyboard designed to let users monitor and quickly interact with multiple Codex agents with a glance and a few clicks.

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Fintech Funding Surges 23% In H1 2026 As Investors Concentrate Their Bets On AI And Financial Infrastructure

Venture funding into fintech startups climbed nearly 23% year over year in H1 2026, even as deal count fell more than 25%, Crunchbase data shows, a sign that investors are writing fewer, but much larger checks into the sector as they focus on areas such as wealth management, financial infrastructure and enterprise automation. All told,

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