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Productivity & AI

How Productivity & AI combine to boost daily work. Track Copilot, Notion AI, Grammarly, and workflow automation—plus tips, reviews, and rollout stories from real teams. Learn when these tools help, how to measure gains, and how to roll out safely.

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PyTorch MoE acceleration boosts training throughput
Nov 6, 20255 min read

PyTorch MoE acceleration boosts training throughput

NVIDIA introduced PyTorch MoE acceleration through NeMo Automodel, promising faster large-scale training and lower costs for developers. According to NVIDIA, early results sustain 190–280 TFLOPs/sec per GPU and process up to 13,000 tokens per second, depending on model size and cluster scale. The update targets teams scaling Mixture-of-Experts models without custom infrastructure while retaining native […]

#Copilot#NVIDIA#OpenAI
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Snapchat AI search lands via $400M Perplexity deal
Nov 5, 20255 min read

Snapchat AI search lands via $400M Perplexity deal

Snap and Perplexity will bring Snapchat AI search to the app in early 2026 after a $400 million integration deal. The AI engine will sit inside the chat interface and deliver clear, conversational answers from verifiable sources, the companies said. Revenue tied to the arrangement is expected to begin contributing to Snap in 2026, according […]

#Copilot#Meta AI#OpenAI
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Amazon Comet ban escalates AI shopping browser fight
Nov 4, 20256 min read

Amazon Comet ban escalates AI shopping browser fight

Amazon issued a cease-and-desist to Perplexity over Comet’s automated purchasing, triggering an Amazon Comet ban that could reshape AI shopping. The clash tests how far browser-based agents can go when they buy products, store credentials, and act on behalf of users. Moreover, Perplexity’s Comet can search retail sites and complete checkouts with a simple command. […]

#Automation#Copilot#OpenAI
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NVIDIA AI Blueprints tie VSS to RAG for smarter video
Nov 3, 20255 min read

NVIDIA AI Blueprints tie VSS to RAG for smarter video

NVIDIA AI Blueprints now integrate video search and summarization with retrieval-augmented generation, linking VSS to RAG workflows. Apple also shipped iOS and iPadOS 26.1, with productivity tweaks like a revived Slide Over mode. NVIDIA AI Blueprints explained Moreover, NVIDIA detailed how its Video Search and Summarization Blueprint connects to a RAG pipeline to enrich video […]

#Copilot#NVIDIA#OpenAI
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LiberNovo Omni office chair ships with motorized massage
Nov 2, 20256 min read

LiberNovo Omni office chair ships with motorized massage

The LiberNovo Omni office chair is now shipping, adding a motorized spinal massage and a built-in battery to the modern desk setup. The new brand sells directly online, with a list price of $1,099 and recent discounts bringing it under $900, according to a recent Wired review. The design arrives as remote and hybrid workers […]

#Copilot#Meta AI#OpenAI
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YouTube tutorial removals rattle creators, then reverse
Nov 1, 20256 min read

YouTube tutorial removals rattle creators, then reverse

YouTube restored several popular tech tutorials after sudden takedowns sparked confusion among creators and viewers. The YouTube tutorial removals raised fresh questions about automated enforcement, transparency, and how quickly platforms communicate with their communities. Moreover, As reported by Ars Technica, creators saw long-standing explainers abruptly flagged as “dangerous” or “harmful,” with appeals seemingly denied at […]

#Automation#Copilot#OpenAI
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Gemini for Workspace adds smarter Docs and Gmail tools
Oct 31, 20254 min read

Gemini for Workspace adds smarter Docs and Gmail tools

Google’s rebrand puts Gemini for Workspace at the center of work apps. Microsoft, Slack, Notion, and Zoom also shipped AI upgrades. Together, these moves reshape daily productivity. Gemini for Workspace updates Moreover, Google folded Duet AI into a unified offering and branded it as Gemini for Workspace. The update brings tighter writing help in Docs […]

#Copilot#Meta AI#OpenAI
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AI chatbot age verification bill could reshape access
Oct 28, 20256 min read

AI chatbot age verification bill could reshape access

US senators introduced a bill requiring AI chatbot age verification and banning teen access. The bipartisan proposal, called the GUARD Act, would force chatbot providers to check whether users are 18 or older and to add frequent disclosure notices that the system is not human. The measure signals a significant shift in how consumer and […]

#Copilot#NVIDIA#OpenAI
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Merge Labs ultrasound BCI taps Caltech’s Mikhail Shapiro
Oct 24, 20255 min read

Merge Labs ultrasound BCI taps Caltech’s Mikhail Shapiro

Sam Altman’s Merge Labs ultrasound BCI is taking shape with the hire of Caltech engineer Mikhail Shapiro, signaling a noninvasive push in brain-computer interfaces. The startup is courting major funding and positioning Shapiro as a founding leader, according to reporting on the planned launch. The move could redefine how people direct AI tools, especially in […]

#Copilot#Meta AI#OpenAI
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