TECH NEWS

From Copilot to Agents: Building AI That Can Scale

Most enterprise AI programs do not fail because the model is weak. They fail because the operating foundation around the model is not ready. The first demo is usually impressive. A Copilot-style assistant summarizes a policy document. A chatbot answers internal questions. A prototype agent calls an API and completes a small workflow. A developer asks for help with code, and the system gives a useful explanation. Leadership sees possibility. Product teams see speed. Engineering teams see automation. A roadmap appears.

Then the work gets real. The data is scattered across systems. Access rules are inconsistent. Documents are duplicated, stale, or owned by nobody. Business logic lives in old APIs, spreadsheets, tickets, emails, and tribal knowledge. Security teams are asked to approve broad AI access without clear boundaries. Developers are asked to build agents without reusable patterns. Platform teams are expected to support AI workloads before the organization has defined...

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I let ChatGPT Work and Claude Cowork loose on my files - only one made me nervous

Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways * ChatGPT Work saved time on a tedious file cleanup. * The project used 11% of my $20 Plus plan's capacity. * Missing permission prompts remain the biggest deal breaker. ChatGPT Work was released last week.

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Could now finally be a good time to buy an AI PC? This report says so

* AI PCs are emerging as a viable option to run local AI without unpredictable costs * One-time PC cost alleviates the need to fork out for cloud token fees * Broader research reaffirms rising popularity of smaller models New Gartner data has claimed now could actually be a good time to buy

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Israel-based Hemispheric, whose AI model can analyze brain activity measured non-invasively and turn it into quantitative metrics for diagnoses, raised $52M

Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Stop vibe coding analytics — Equals AI turns questions about your business into

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Astronomers Find A Raspberry-Flavored Sweet Spot In Deep Space

In a study published in the journal Nature, an international team of researchers has detected the first true sugar molecule in interstellar space, giving us a clue that sugar can exist way before planets begin to form. Using Spain's Yebes 40-meter and IRAM 30-meter radio telescopes, the team,

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I let ChatGPT Work and Claude Cowork loose on my files - only one made me nervous

Could now finally be a good time to buy an AI PC? This report says so

Israel-based Hemispheric, whose AI model can analyze brain activity measured non-invasively and turn it into quantitative metrics for diagnoses, raised $52M

Astronomers Find A Raspberry-Flavored Sweet Spot In Deep Space