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  • Solar cells gain efficiency by emitting light in fewer directions

    Solar cells absorb sunlight and convert it into electricity. This process, however, is not perfect, and a large part of the solar energy is simply lost along the way. Some of it is lost as heat, while photons with insufficient energy pass through the cell without generating electricity.

    TechXplore AI4 min read
  • AI Jailbreaks: From Bypassing Restrictions to Governing Authority

    From the iPhone to autonomous agents: a historical, technical and educational analysis through the SGAEIA lens SGAEIA Research Series — Article 17 Aridio Silva Independent Researcher, Brazil Creator of SGAEIA — Secure Governed Autonomous Edge Intelligence Architecture ORCID: 0009-0008-2411-6995…

    Dev.to AI24 min read
  • A sandbox lifetime is a workflow decision: using Never in Lizard

    A build is still running. An agent is waiting for a review. Your laptop needs to close. These are different events, but a fixed sandbox expiry can turn all three into the same problem: the working environment disappears before the task is finished. We're the team behind Lizard (lizard.build).

    Dev.to AI3 min read
  • Reflection Beam: Less Inference Compute Does Not Guarantee a Smaller Bill

    On October 6 in Beijing, developers woke up to Beam, Reflection's first model intended for an open-weight release. TechCrunch's initial report appeared at 12:33 p.m. Pacific on October 5—03:33 the following morning in Beijing. The interesting development is not simply another large model.

    Dev.to AI7 min read
  • Touch Grass Bingo: Nature Exploration Powered by OpenCLIP & Render 🌿

    This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass Touch Grass Bingo: Nature Exploration Powered by OpenCLIP & Render 🌿 What I Built Modern developers and students often spend 12+ hours a day behind glowing monitors, debugging code and attending virtual…

    Dev.to AI6 min read
  • Crypto Funding Rate Arbitrage with AI Signals — 2026-10-06 #4

    Perpetual futures markets are dominated by funding rates, a mechanism that keeps contract prices tethered to spot prices. While many traders view funding as a nuisance or a minor income stream, sophisticated quantitative strategies treat it as a primary alpha source.

    Dev.to AI2 min read
  • How to tell if your AI's memory was changed while it slept

    A conversational AI that remembers you is running on a stack you never see: stored state, a system prompt, a context window, and a provider sitting above all of it. Any layer can change between sessions without telling you. Here is what you can actually check, from the outside.

    Dev.to AI2 min read
  • Reflection AI Opens a New Front in the Model Race

    Reflection AI has released Beam, its first open-weight model. The company says it is built for coding, reasoning, and AI agents, and that it can do the work with less computing power than some leading rivals. Beam is a large model, but it uses a smaller active part of itself for each request.

    Dev.to AI1 min read
  • From AI Demo to Production Budget

    An agent keeps spending when a task goes wrong. A failed tool call can trigger another model call; a retry adds to the bill even if the user eventually gives up.

    Dev.to AI4 min read
  • How to head into VR without wearing a headset

    A person wearing bulky goggles, turning awkwardly in circles and reaching out to grab something that isn't there—that is the image many of us have of virtual reality, and one that researchers at Kyushu University want to change.

    TechXplore AI4 min read
  • Modular tire design aims to cut waste and monitor road conditions

    Although tires are a vehicle's sole point of contact with the road, their basic design has barely changed in decades. Once worn down, millions of tons of tire casings—whose main structure remains intact—end up as difficult-to-manage waste.

    TechXplore AI3 min read

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