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Automation & Jobs

184 posts
  • Automation & Jobs

The bottom rung. The danger isn’t the lost jobs. It’s the layer that made the seniors.

The bottom rung. The danger isn’t the lost jobs. It’s the layer that made the seniors.
Entry-level job postings in the US have sharply declined, risking the loss of the training pipeline for future senior workers due to AI automation.
  • Deep Intellica Team
  • June 24, 2026
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  • Automation & Jobs

Five Levers, Many Hands

Five Levers, Many Hands
An analysis of how different countries are using five key tools to respond to AI-driven labor shifts amid deep uncertainty about the future.
  • Deep Intellica Team
  • June 24, 2026
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  • Automation & Jobs

The stake. Why the answer to automation is broad-based ownership, not a bigger transfer.

The stake. Why the answer to automation is broad-based ownership, not a bigger transfer.
Expert argues that expanding ownership of capital, not increasing transfer payments, is the market-friendly way to address AI-driven value shifts.
  • Deep Intellica Team
  • June 22, 2026
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  • Automation & Jobs

Did my old job only exist because of fraud?

Did my old job only exist because of fraud?
A former employee questions whether his startup, GenieDB, was built on fraudulent practices amid SEC lawsuits against its investor.
  • Deep Intellica Team
  • June 21, 2026
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  • Automation & Jobs

How Roomba started a robot revolution

How Roomba started a robot revolution
This article traces the development of the Roomba and how it transformed home cleaning into a robot-driven industry, marking the start of a broader robotic revolution.
  • Deep Intellica Team
  • June 21, 2026
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  • Automation & Jobs

Operational SOP drift detector for franchise operators

Operational SOP drift detector for franchise operators
A new SOP drift detection tool for multi-location franchise operators is being tested to identify procedure deviations and maintain consistency across locations.
  • Thorsten Meyer
  • June 21, 2026
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  • Automation & Jobs

Systemd 261 released with systemd-sysinstall, IMDSD, and storagectl

Systemd 261 released with systemd-sysinstall, IMDSD, and storagectl
Systemd 261 is now stable, introducing IMDSD, storagectl, systemd-sysinstall, and other enhancements for Linux systems.
  • Deep Intellica Team
  • June 20, 2026
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  • Automation & Jobs

Bun has an open PR adding shared-memory threads to JavaScriptCore

Bun has an open PR adding shared-memory threads to JavaScriptCore
Bun has an open pull request adding shared-memory threading to JavaScriptCore, signaling potential performance improvements and new capabilities.
  • Deep Intellica Team
  • June 20, 2026
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  • Automation & Jobs

Warranty claim packet builder for appliance repair shops

Warranty claim packet builder for appliance repair shops
A new warranty claim packet builder is being tested for independent appliance repair shops to streamline documentation and reduce claim rework.
  • Thorsten Meyer
  • June 20, 2026
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  • Automation & Jobs

When a Content Network Starts Publishing to Itself

When a Content Network Starts Publishing to Itself
A large content network’s automated system began favoring a handful of sites, neglecting others, revealing systemic issues in content distribution.
  • Deep Intellica Team
  • June 20, 2026
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Despite Diligence, AI Sometimes Misses The Target
  • AI & Work

Despite Diligence, AI Sometimes Misses The Target

Even thorough AI systems like Opus 4.8 often recognize problems but fail to complete…
  • Deep Intellica Team
  • September 13, 2026
Perplexity Trusts GPT-6 Astra With End-to-end Systems
  • AI & Work

Perplexity Trusts GPT-6 Astra With End-to-end Systems

Perplexity has integrated GPT-6 Astra into its end-to-end systems, marking a…
  • Deep Intellica Team
  • September 13, 2026
firmulate.com/benchmarks.html — live view
  • AI & Work

Opus 4.8 Read Everything—Then Failed to Finish the Job

Opus 4.8 produced the deepest analysis and more than 80 learned rules, yet finished…
  • Deep Intellica Team
  • September 13, 2026
Vendor Approval Workflow: A Critical Component Of Procurement Operations
  • Finance & Economics

Vendor Approval Workflow: A Critical Component Of Procurement Operations

Pilot of a streamlined vendor approval process for mid-market companies aims to reduce…
  • Thorsten Meyer
  • September 13, 2026
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