Author: Mohitdeep Singh
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The Next AI Breakthrough Is Expertise, Not Models
Manufacturing has never lacked data.It has lacked usable expertise. Technical documents, schematics, service logs, and tribal knowledge sit fragmented across systems, departments, and retiring workforces. AI promised automation, but generic models struggle to interpret domain-specific visual and technical context. That gap is where Circuit is positioning itself. The Austin-based startup is building an AI platform…
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The AI Control Plane Moment: Why Portkey’s $15M Raise Signals Infrastructure Consolidation
Inside the shift from model experimentation to operational AI systems AI adoption has reached a phase where reliability matters more than novelty. The announcement that Portkey raised $15 million in a Series A led by Elevation Capital, with participation from Lightspeed, is not simply another LLMOps funding event. It is a signal that the industry…
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The AI Startup That Doesn’t Look Like a Startup Anymore
Inside the cohort redefining AI startup economics AI startups are scaling faster than any technology companies in history. Funding rounds are larger, product cycles are shorter, and valuations compress years of growth into months. Yet something deeper is shifting beneath the surface. What appears to be a startup boom may instead mark the early formation…
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Anthropic Is Competing for Enterprise Infrastructure, Not Just OpenAI
The shift from model rivalry to institutional embedment is reshaping AI’s competitive map. Model benchmarks dominate headlines. Procurement cycles determine power. Anthropic’s trajectory suggests the AI race is shifting away from performance tables and toward institutional embedment. Frontier labs are no longer competing only on marginal capability deltas. They are competing for durable placement inside…
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AI Valuations Look Like 1999. The Structure Is Completely Different
The multiples echo the dot-com era. The capital architecture beneath them does not. If this were 1999, AI stocks would already be collapsing. Revenue multiples have expanded rapidly. Private funding rounds are crossing into tens of billions. Public markets are rewarding AI exposure with premium pricing. Commentators are asking the same question they asked a…
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Neysa’s $1.2B Bet on India’s Compute Backbone
Blackstone’s backing signals more than capital scale. It tests whether infrastructure founders can out-execute demand. India does not lack AI startups. It lacks sovereign-scale compute. While application-layer founders optimize growth loops and engagement metrics, infrastructure founders optimize utilization curves, megawatt agreements, and capital deployment against physical constraints. The difference is not stylistic. It is structural.…
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The Week AI Capital Repriced Itself at $380B and 27x Revenue
Anthropic’s $30B round did not just break records. It recalibrated how AI infrastructure is valued. AI funding did not cool in early February. It intensified. Between February 8 and February 14, 2026, global AI markets witnessed one of the largest private funding rounds in modern technology history. Anthropic closed a $30 billion Series G round…
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Mistral AI’s Sovereign Infrastructure Bet in Europe
While Silicon Valley scales general AI, Europe is hardening its own stack. Europe is not trying to outrun Silicon Valley. It is trying to insulate itself from it. Mistral AI began as a benchmark challenger. Today it is building something heavier. A vertically integrated AI infrastructure layer rooted inside European regulatory and physical boundaries. The…
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The Global AI Map Is Fragmenting: How Each Continent Is Betting on a Different AI Future
Global AI investment now exceeds $50B annually as regions specialize. From U.S. agent frameworks to Europe’s regulated AI stack, capital is splitting across geographies. AI is not moving in one direction anymore.It is pulling apart. The AI race is no longer a single race.It is a geographic realignment of capital, talent, and infrastructure.The uncomfortable reality…
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Apptronik’s $935M Raise Signals Humanoid Robots Are Leaving the Lab
Humanoid robots are no longer confined to research demonstrations and controlled factory pilots. With Apptronik raising $935 million at a reported $5 billion valuation, investors are signaling something larger than a funding milestone: humanoid robotics is moving toward real commercial deployment. This is not incremental automation. This is infrastructure-scale ambition. And it arrives at a…