TECH NEWS
Pangram is an AI startup with 24 employees, headquartered above a Popeyes in Brooklyn. It has raised $13 million to date—about 0.0072 percent of what OpenAI has—and was virtually unknown until earlier this year. But if Pangram is to be believed, it’s the one force standing
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In 2007, the US was on the cusp of an economic recession, and Buddy Rizer was tasked with finding Loudoun County, Virginia, a new way to make money. Rizer’s earlier career as a radio DJ didn’t exactly make him an obvious candidate to find a solution, but he
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I built a push-indexing prototype in rural Russia. Microsoft said no. Two decades later, the industry built it. In October 1998, an envelope from Redmond, Washington, landed in my mailbox in Velikiye Luki. Inside was a five-line letter: "Although your submission is interesting, we have determined your product does
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Financial markets in the modern day have never been more accessible. While the sector has seen significant developments in terms of speed and easy access, linguistic barriers remain surprisingly persistent. Lack of smartphone access or an internet connection is no longer a problem globally. Localization has been a challenge simply
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The iceberg beneath your code Every software team, no matter how skilled or disciplined, accumulates technical debt. In mature enterprise codebases, this debt is less like a pile of overdue tasks and more like an iceberg — a small portion is visible above the waterline, but the bulk lurks beneath the
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So we left with an answer to a question but many more questions to answer, which is good for curious people. If 3.5 tok/sec is not the wall, what is? Are you telling me that on 8GB of VRAM and 24GB of RAM, with disk streaming, you can
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If a report has all the expected sections and reads smoothly, does that make it a high-quality academic literature review? Not necessarily. A tidy structure and polished prose do not establish that the report has covered the core literature or accurately represented the field's scholarly disagreements. One Zhihu
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Convex developers can now add a durable iMessage inbox and outbox to an agent backend with @spectrum-ts/convex, the new Convex component for Photon Spectrum. The component receives Photon webhooks, writes each verified delivery to Convex before returning an HTTP 200, and hands everything after that to Convex's
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There is an old joke that every developer knows in their bones. A non-technical person asks for a small change, “can you just add a button that emails the report,” and six days later you are still untangling why the report generation blocks the request thread under load. Nothing is
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Tokens are the invisible unit that runs everything in AI, how models read your text, how they generate responses, and how much everything costs. If you have ever wondered why ChatGPT seems to forget things, why your Claude bill spiked, or why the same sentence costs different amounts in different
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You are building an AI agent. You write a custom wrapper for your database. Then a custom connector for your REST API. Then another for kubectl. Then another for your file system. Each one hand-crafted, fragile, and tied to your specific agent. A colleague builds a different agent and starts
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A firsthand look at what happens when real account memory, simulated tools, security-shaped hallucinations, and unreliable provenance all meet in the same AI application. A shorter, screenshot-free version of this research was previously published by SecurityBrief. This is the longer technical case study: the prompts, the model disagreements, the screenshots,
