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DataShapes AI @DataShapes_AI

See the Unseen - Detect, Identify, & Learn from RF signals in real time. Built by Warfighters for Warfighters! ๐Ÿ‡บ๐Ÿ‡ธ (Following, RTs & likes โ‰  endorsement) datashapesai.com Charlottesville, VA Joined September 2024
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DataShapes AI @DataShapes_AI

14 hours ago

Weโ€™re thrilled to welcome Antonia Chapman to the DataShapes AI team as our new Chief of Staff! Antonia brings a strong background in finance and strategy, joining us after completing her MBA in Finance and Accounting at The Wharton School. She previously spent over three yearsโ€ฆ

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DataShapes AI @DataShapes_AI

2 days ago

"๐ด ๐‘Ÿ๐‘’๐‘๐‘’๐‘›๐‘ก ๐‘’๐‘ฅ๐‘๐‘’๐‘Ÿ๐‘–๐‘š๐‘’๐‘›๐‘ก โ„Ž๐‘’๐‘™๐‘‘ ๐‘๐‘ฆ ๐‘กโ„Ž๐‘’ ๐‘ˆ๐‘›๐‘–๐‘ก๐‘’๐‘‘ ๐‘†๐‘ก๐‘Ž๐‘ก๐‘’๐‘  ๐ด๐‘–๐‘Ÿ ๐น๐‘œ๐‘Ÿ๐‘๐‘’ ๐‘‘๐‘’๐‘š๐‘œ๐‘›๐‘ ๐‘ก๐‘Ÿ๐‘Ž๐‘ก๐‘’๐‘‘ ๐‘กโ„Ž๐‘Ž๐‘ก ๐‘–๐‘›๐‘‘๐‘ข๐‘ ๐‘ก๐‘Ÿ๐‘ฆ-๐‘‘๐‘’๐‘ฃ๐‘’๐‘™๐‘œ๐‘๐‘’๐‘‘ ๐‘Ž๐‘Ÿ๐‘ก๐‘–๐‘“๐‘–๐‘๐‘–๐‘Ž๐‘™ ๐‘–๐‘›๐‘ก๐‘’๐‘™๐‘™๐‘–๐‘”๐‘’๐‘›๐‘๐‘’ ๐‘ก๐‘œ๐‘œ๐‘™๐‘  ๐‘๐‘Ž๐‘› ๐‘›๐‘œ๐‘ก ๐‘œ๐‘›๐‘™๐‘ฆ ๐‘ โ„Ž๐‘œ๐‘Ÿ๐‘ก๐‘’๐‘› ๐‘กโ„Ž๐‘’โ€ฆ

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DataShapes AI @DataShapes_AI

3 days ago

๐˜๐จ๐ฎ ๐œ๐š๐ง ๐ฌ๐ข๐ฆ๐ฎ๐ฅ๐š๐ญ๐ž ๐ฌ๐œ๐ž๐ง๐š๐ซ๐ข๐จ๐ฌ ๐ข๐ง ๐ญ๐ก๐ž ๐ฅ๐š๐›, ๐›๐ฎ๐ญ ๐ง๐จ๐ญ๐ก๐ข๐ง๐  ๐ซ๐ž๐ฉ๐ฅ๐š๐œ๐ž๐ฌ ๐ญ๐ž๐ฌ๐ญ๐ข๐ง๐  ๐ข๐ง ๐ซ๐ž๐š๐ฅ-๐ฐ๐จ๐ซ๐ฅ๐ ๐ž๐ง๐ฏ๐ข๐ซ๐จ๐ง๐ฆ๐ž๐ง๐ญ๐ฌ. Out in the field, conditions shift. Signals bounce. Noise overwhelms. Fundamentally, equipment getsโ€ฆ

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DataShapes AI @DataShapes_AI

a week ago

๐”๐ง๐๐ž๐ซ๐ฌ๐ญ๐š๐ง๐๐ข๐ง๐ , ๐š๐ง๐ ๐ฎ๐ฅ๐ญ๐ข๐ฆ๐š๐ญ๐ž๐ฅ๐ฒ ๐œ๐จ๐ง๐ญ๐ซ๐จ๐ฅ๐ฅ๐ข๐ง๐ , ๐ญ๐ก๐ž ๐ž๐ฅ๐ž๐œ๐ญ๐ซ๐จ๐ฆ๐š๐ ๐ง๐ž๐ญ๐ข๐œ ๐ฌ๐ฉ๐ž๐œ๐ญ๐ซ๐ฎ๐ฆ ๐จ๐ง ๐ญ๐ก๐ž ๐›๐š๐ญ๐ญ๐ฅ๐ž๐Ÿ๐ข๐ž๐ฅ๐ ๐ข๐ฌ ๐œ๐ซ๐ฎ๐œ๐ข๐š๐ฅ ๐ญ๐จ ๐ญ๐ก๐ž @USArmy "The Army has been pressing very hard on what it means to own theโ€ฆ

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DataShapes AI @DataShapes_AI

a week ago

๐๐ฎ๐ฌ๐ก๐ข๐ง๐  ๐ญ๐ก๐ž ๐›๐จ๐ฎ๐ง๐๐š๐ซ๐ข๐ž๐ฌ ๐จ๐Ÿ ๐ญ๐ž๐ฌ๐ญ๐ข๐ง๐  ๐š๐ง๐ ๐ž๐ฑ๐ฉ๐ž๐ซ๐ข๐ฆ๐ž๐ง๐ญ๐š๐ญ๐ข๐จ๐ง ๐ซ๐ž๐ช๐ฎ๐ข๐ซ๐ž๐ฌ ๐ฆ๐จ๐ซ๐ž ๐ญ๐ก๐š๐ง ๐ฅ๐š๐› ๐ฐ๐จ๐ซ๐คโ€”๐ข๐ญ ๐๐ž๐ฆ๐š๐ง๐๐ฌ ๐ซ๐ž๐š๐ฅ-๐ฐ๐จ๐ซ๐ฅ๐ ๐ข๐ง๐ญ๐ž๐ ๐ซ๐š๐ญ๐ข๐จ๐ง ๐ข๐ง๐ญ๐จ ๐จ๐ฉ๐ž๐ซ๐š๐ญ๐ข๐จ๐ง๐ฌ. Last week, Datashapes AI supportedโ€ฆ

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DataShapes AI @DataShapes_AI

a week ago

When youโ€™re in the field, you donโ€™t have time or bandwidth for data to bounce back and forth to the cloud. ๐ƒ๐ž๐œ๐ข๐ฌ๐ข๐จ๐ง๐ฌ ๐ง๐ž๐ž๐ ๐ญ๐จ ๐ก๐š๐ฉ๐ฉ๐ž๐ง ๐จ๐ง ๐ญ๐ก๐ž ๐ฌ๐ฉ๐จ๐ญ. Thatโ€™s why Edge AI matters. By running advanced models directly where operators are, complex data canโ€ฆ

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DataShapes AI @DataShapes_AI

2 weeks ago

Weโ€™re excited to welcome Chris Shaw, PhD to the team as our new Principal FPGA Engineer! Chris brings over 15 years of expertise in DSP algorithms and FPGA design for RF applications, with deep experience building modems across 5G NR, LTE, Bluetooth, and WiFi protocols. Fromโ€ฆ

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DataShapes AI @DataShapes_AI

2 weeks ago

"๐‘ฑ๐’–๐’”๐’• ๐’“๐’†๐’„๐’†๐’๐’•๐’๐’š, ๐’˜๐’†โ€™๐’—๐’† ๐’Ž๐’‚๐’…๐’† ๐’‚ ๐’…๐’†๐’„๐’Š๐’”๐’Š๐’๐’ ๐’•๐’ ๐’…๐’๐’–๐’ƒ๐’๐’† ๐’•๐’‰๐’† ๐’”๐’Š๐’›๐’† ๐’๐’‡ ๐’๐’–๐’“ ๐‘ฌ๐‘พ ๐’‘๐’๐’‚๐’•๐’๐’๐’ ๐’‚๐’• ๐’•๐’‰๐’† ๐’Ž๐’๐’ƒ๐’Š๐’๐’† ๐‘ฉ๐‘ช๐‘ป, ๐’“๐’†๐’„๐’๐’ˆ๐’๐’Š๐’›๐’Š๐’๐’ˆ ๐’•๐’‰๐’‚๐’• ๐’˜๐’† ๐’๐’†๐’†๐’… ๐’Ž๐’๐’“๐’† ๐’„๐’‚๐’‘๐’‚๐’ƒ๐’Š๐’๐’Š๐’•๐’š ๐’‚๐’• ๐’•๐’‰๐’† ๐’•๐’‚๐’„๐’•๐’Š๐’„๐’‚๐’โ€ฆ

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DataShapes AI @DataShapes_AI

2 weeks ago

Modern military operations generate more data than any one operator can reasonably process. Sometimes, it can take an analyst hours, days, or even weeks to interpret the sea of data. This is especially true in RF-dense environments, distinguishing real threats from routine noiseโ€ฆ

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DataShapes AI @DataShapes_AI

3 weeks ago

Todayโ€™s kill chain is no longer linear or staticโ€”itโ€™s dynamic, distributed, and fast. To succeed, you need speed and precision of your command-and-control tools. Weโ€™re building AI-driven systems that accelerate the find-fix-finish loop within the electromagnetic spectrum. Ourโ€ฆ

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DataShapes AI @DataShapes_AI

3 weeks ago

๐€๐ญ ๐‚๐ซ๐ข๐ฆ๐ฌ๐จ๐ง ๐•๐ข๐ฉ๐ž๐ซ ๐Ÿ๐Ÿ“ ๐ข๐ง ๐“๐ก๐š๐ข๐ฅ๐š๐ง๐, ๐จ๐ฎ๐ซ ๐ญ๐ž๐š๐ฆ ๐๐ž๐ฆ๐จ๐ง๐ฌ๐ญ๐ซ๐š๐ญ๐ž๐ ๐€๐ˆ-๐ฉ๐จ๐ฐ๐ž๐ซ๐ž๐, ๐ซ๐ž๐š๐ฅ-๐ญ๐ข๐ฆ๐ž ๐ฌ๐ฉ๐ž๐œ๐ญ๐ซ๐ฎ๐ฆ ๐ข๐ง๐ญ๐ž๐ฅ๐ฅ๐ข๐ ๐ž๐ง๐œ๐ž ๐ข๐ง ๐ฅ๐ข๐ฏ๐ž, ๐œ๐จ๐ง๐ญ๐ž๐ฌ๐ญ๐ž๐ ๐ž๐ง๐ฏ๐ข๐ซ๐จ๐ง๐ฆ๐ž๐ง๐ญ๐ฌ. Our team detected, classified, andโ€ฆ

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DataShapes AI @DataShapes_AI

4 weeks ago

"๐ต๐‘ฆ ๐‘Ž๐‘ข๐‘ก๐‘œ๐‘š๐‘Ž๐‘ก๐‘–๐‘›๐‘” ๐‘Ž๐‘›๐‘‘ ๐‘ ๐‘๐‘’๐‘’๐‘‘๐‘–๐‘›๐‘” ๐‘ข๐‘ โ„Ž๐‘œ๐‘ค ๐‘†๐‘œ๐‘™๐‘‘๐‘–๐‘’๐‘Ÿ๐‘  ๐‘ ๐‘๐‘œ๐‘ก ๐‘กโ„Ž๐‘Ÿ๐‘’๐‘Ž๐‘ก๐‘  ๐‘Ž๐‘›๐‘‘ ๐‘๐‘Ž๐‘™๐‘™ ๐‘–๐‘› ๐‘“๐‘–๐‘Ÿ๐‘’ ๐‘ ๐‘ข๐‘๐‘๐‘œ๐‘Ÿ๐‘ก, ๐‘ƒ๐‘Ÿ๐‘œ๐‘—๐‘’๐‘๐‘ก ๐‘†โ„Ž๐‘Ÿ๐‘–๐‘˜๐‘’ ๐‘๐‘œ๐‘œ๐‘ ๐‘ก๐‘  ๐‘กโ„Ž๐‘’๐‘–๐‘Ÿ ๐‘™๐‘’๐‘กโ„Ž๐‘Ž๐‘™๐‘–๐‘ก๐‘ฆ ๐‘Ž๐‘›๐‘‘ ๐‘ ๐‘ข๐‘Ÿ๐‘ฃ๐‘–๐‘ฃ๐‘Ž๐‘๐‘–๐‘™๐‘–๐‘ก๐‘ฆ ๐‘–๐‘› ๐‘๐‘œ๐‘š๐‘๐‘Ž๐‘ก.โ€ฆ

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DataShapes AI @DataShapes_AI

4 weeks ago

"๐‘ซ๐’†๐’•๐’†๐’„๐’•๐’Š๐’๐’ ๐’˜๐’Š๐’•๐’‰๐’๐’–๐’• ๐’‚๐’…๐’‚๐’‘๐’•๐’‚๐’•๐’Š๐’๐’ ๐’Š๐’” ๐’…๐’†๐’‡๐’†๐’‚๐’• ๐’Š๐’ ๐’”๐’๐’๐’˜ ๐’Ž๐’๐’•๐’Š๐’๐’" At ๐‚๐ซ๐ข๐ฆ๐ฌ๐จ๐ง ๐•๐ข๐ฉ๐ž๐ซ 25, @DataShapes_AI validated frequency-agnostic detections, classifications, and alerts. We found new signals, learned them, labeled them, andโ€ฆ

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DataShapes AI @DataShapes_AI

4 weeks ago

๐“๐ก๐ž ๐ž๐ฅ๐ž๐œ๐ญ๐ซ๐จ๐ฆ๐š๐ ๐ง๐ž๐ญ๐ข๐œ ๐ฌ๐ฉ๐ž๐œ๐ญ๐ซ๐ฎ๐ฆ ๐ข๐ฌ ๐ง๐จ ๐ฅ๐จ๐ง๐ ๐ž๐ซ ๐š ๐ฌ๐ฎ๐ฉ๐ฉ๐จ๐ซ๐ญ ๐Ÿ๐ฎ๐ง๐œ๐ญ๐ข๐จ๐งโ€”๐ข๐ญโ€™๐ฌ ๐š ๐›๐š๐ญ๐ญ๐ฅ๐ž๐ฌ๐ฉ๐š๐œ๐ž. And unlike kinetic domains, most of it is invisible, fast-changing, and noisy. Thatโ€™s why weโ€™re using Edge AI to illuminate it.โ€ฆ

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DataShapes AI @DataShapes_AI

4 weeks ago

๐ˆ๐ง ๐Ÿ๐š๐ฌ๐ญ-๐ฆ๐จ๐ฏ๐ข๐ง๐  ๐จ๐ฉ๐ž๐ซ๐š๐ญ๐ข๐จ๐ง๐ฌ, ๐š๐ง ๐จ๐ฏ๐ž๐ซ๐ฅ๐จ๐š๐๐ž๐ ๐จ๐ฉ๐ž๐ซ๐š๐ญ๐จ๐ซ ๐ข๐ฌ ๐š ๐ฏ๐ฎ๐ฅ๐ง๐ž๐ซ๐š๐›๐ฅ๐ž ๐จ๐ง๐ž. When cognitive load exceeds capacity, mistakes happenโ€”threats are missed, decisions lag, and missions suffer. Thatโ€™s why we treat cognitive load notโ€ฆ

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Department of War ๐Ÿ‡บ๐Ÿ‡ธ @DeptofWar

a month ago

NEWS: Nation Salutes Purple Heart Veterans defense.gov/News/News-Storโ€ฆ

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DataShapes AI @DataShapes_AI

3 months ago

๐Œ๐ข๐ฅ๐ข๐ญ๐š๐ซ๐ฒ ๐ฅ๐ž๐š๐๐ž๐ซ๐ฌ๐ก๐ข๐ฉ ๐š๐œ๐ซ๐จ๐ฌ๐ฌ ๐š๐ฅ๐ฅ ๐›๐ซ๐š๐ง๐œ๐ก๐ž๐ฌ ๐ข๐ฌ ๐š๐ฅ๐ข๐ ๐ง๐ข๐ง๐  ๐š๐ซ๐จ๐ฎ๐ง๐ ๐จ๐ง๐ž ๐œ๐ฅ๐ž๐š๐ซ ๐ฉ๐ซ๐ข๐จ๐ซ๐ข๐ญ๐ฒ: ๐จ๐ฉ๐ž๐ซ๐š๐ญ๐ข๐จ๐ง๐š๐ฅ๐ข๐ณ๐ข๐ง๐  ๐€๐ˆ. From the @USNavy to the @usairforce, @USMC, @USArmy, and the @SpaceForceDoD, leadersโ€ฆ

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DataShapes AI @DataShapes_AI

a month ago

๐๐ž๐ฐ ๐€๐ˆ ๐œ๐š๐ฉ๐š๐›๐ข๐ฅ๐ข๐ญ๐ข๐ž๐ฌ ๐š๐ซ๐ž ๐ž๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ž๐ ๐›๐š๐ฌ๐ž๐ ๐จ๐ง ๐๐ข๐ซ๐ž๐œ๐ญ ๐Ÿ๐ž๐ž๐๐›๐š๐œ๐ค ๐Ÿ๐ซ๐จ๐ฆ ๐Ÿ๐ข๐ž๐ฅ๐ ๐จ๐ฉ๐ž๐ซ๐š๐ญ๐จ๐ซ๐ฌโ€”๐›๐ž๐œ๐š๐ฎ๐ฌ๐ž ๐ญ๐ก๐š๐ญโ€™๐ฌ ๐ฐ๐ก๐ž๐ซ๐ž ๐ญ๐ก๐ž ๐ญ๐ซ๐ฎ๐ญ๐ก ๐ฅ๐ข๐ฏ๐ž๐ฌ. When you design with real user input, especially fromโ€ฆ

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DataShapes AI @DataShapes_AI

a month ago

๐“๐ก๐ž ๐‘๐… ๐ฌ๐ฉ๐ž๐œ๐ญ๐ซ๐ฎ๐ฆ ๐ข๐ฌ ๐๐ž๐ง๐ฌ๐ž, ๐๐ฒ๐ง๐š๐ฆ๐ข๐œ, ๐š๐ง๐ ๐Ÿ๐ข๐ฅ๐ฅ๐ž๐ ๐ฐ๐ข๐ญ๐ก ๐ง๐จ๐ข๐ฌ๐ž. But hidden within that complexity are signals that matter: threats, anomalies, and indicators of activity that canโ€™t be missed. Thatโ€™s where AI makes the difference. Byโ€ฆ

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