Edge compute requires not just hardware, but software infrastructure that can support model deployment, monitoring, and updates across distributed sites.
ENTERPRISE AI
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Edge Computing Enables Real-Time AI Decisions at Data Source
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Conventional approach: send data to cloud, wait for response. Energy reality: decisions need to happen in under a second. Intelligence has to run where the data originates through edge compute infrastructure. Partner content with @IOTechSystems. #iotechsys_iiot pic.twitter.com/dNxyIWtxdY
— Lucian Fogoros (@fogoros) 14 avril 2026Conventional approach: send data to cloud, wait for response. Energy reality: decisions need to happen in under a second. Intelligence has to run where the data originates through edge compute infrastructure. Partner content with @IOTechSystems
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Tenstorrent TT-Deploy: AI Solutions at Scale May 1st
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Run anything, anywhere. On May 1st, see Tenstorrent’s solutions for yourself, deployed at scale.
— Tenstorrent (@tenstorrent) 14 avril 2026
Watch TT-Deploy live at https://t.co/T64mcrcRhU pic.twitter.com/p4p4W0E6QqRun anything, anywhere. On May 1st, see Tenstorrent’s solutions for yourself, deployed at scale. Watch TT-Deploy live at https://
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Qwen 3.5’s overthinking helps infer intent, boosting Gemma 4’s performance
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Qwen 3.5 tends to overthink, which ironically helps it better infer intent Gemma 4 is the opposite, you have to spell everything out (probably guardrails) Had Qwen rewrite my prompts, then used those on both models Gemma’s performance jumped noticeably
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Anthropic Launches Claude Opus 4.7 and Design Tool This Week
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Claude Opus 4.7 probably this week + design tool, via TheInformation! Anthropic will launch Claude Opus 4.7 and a new prompt-based design tool for websites and presentations this week, while its more advanced model Claude Mythos is already being tested for cybersecurity use
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Founder Resists MCP Automation Push From Enterprise Customer
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Rob, relaying from another founder: Large enterprise customer wanted an MCP integration to plug our dev tools into an automation platform they use internally, w/r/t responding to tickets. Strong internal push to automate more. I want to be source of truth, not the tool automated.
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Founder Gets First MCP Request to Connect Claude with SaaS Order History
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Rob, relaying from another founder: Got our first request for an MCP from a customer! They have Claude Cowork setup to draft replies to CS emails, but want those less technical users to be able to check e.g. order history from our SaaS, which requires some connective tissue.
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Enterprise Clients Prefer MCP Over CLI for Tooling Integration
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Rob, relaying from a founder: Sophisticated clientele prefers MCP to CLI, because native support for it in tooling (e.g. Claude Desktop) w/ integrated e.g. permissions management. Enterprise IT doesn't want arbitrary executables installed.
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Business Automation and Holodeck Inferencing Demands
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Totally agree. So many businesses haven't even started considering automating. And did you see the Holodeck that is arriving now? So many inferencing needs.https://t.co/4W7f9tlf7z
— Robert Scoble (@Scobleizer) 14 avril 2026Totally agree. So many businesses haven't even started considering automating. And did you see the Holodeck that is arriving now? So many inferencing needs.
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LLMs Can Grade Every Sales Call for Instant Feedback
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Analysis: Many SaaS capture routine events in people’s workflows. You can potentially have LLMs give ~instant feedback on execution quality of those with less friction and more consistency than traditional human management would ever be able to do. e.g. Grade every sales call.