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AI for IT

How IT teams use AI, how to do it well, and what it means for your job. Written for people who keep the systems and laptops working, not people who build models.

345 articles · Updated Nov 13, 2026

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All 345 articles for IT teams

A 3D illustration of a computer cursor dragging a dark schedule block from the night section of a weekly calendar and dropping it into the daylight hours.
Health, Sleep, and Stress Relief ·

How to Sleep After Night Shift and On-Call Nights (With AI)

Practical ways to sleep after a night shift, a late work call, or while on call, plus an AI prompt that builds a sleep plan around your odd hours.

how to sleep after night shifthow to sleep after late night work callshow to sleep when on call
A person holds a payment card in one hand and a handwritten memory note in the other, studying both with a skeptical squint.
AI Security & Safety ·

How Does Nod Keep Agent Memory and Payments Safe?

Nod only saves memory notes backed by a quote from you, and payments need your card code. See the 216-attack test, the 93.2% LongMemEval score and caveats.

Nod agent memoryagent prompt injection memorypersonal agent payment security
A person uses a pair of tweezers to pluck physical, glowing action items directly out of the text of printed meeting notes.
Meeting Notes and Agendas ·

How to Use AI Meeting Notes and Pull Out Action Items

Learn how to use AI to record, transcribe and summarize meetings, extract action items with owners and dates, and write better notes for sales calls.

ai meeting notesai notes for sales callsmeeting action items
A 3D rendering of an oversized APK file icon made of translucent frosted glass with a glowing green verification checkmark embedded inside it.
AI Image, Video & Audio ·

Simulon APK: Where to Download It for Android Safely

Simulon's official Android app is on Google Play. Learn how to install it, why third-party APK files are risky, and how to verify a file if you must.

simulon apksimulon android downloadsimulon google play
Tiny figurines stand on an oversized AI server chip, slotting in a large memory module while others read a glowing gauge on its edge.
Local AI ·

Can You Run Ripple 65B Locally? Hardware and Comparison

Ripple 65B Preview is a dense 65B open-weight model with 1M context. See memory needs, DGX Spark fit, API pricing and how it compares to peers.

Ripple 65Brun Ripple 65B locallyRicursive Intelligence Ripple
A person studies a large printed commit history with branching lines, pointing to a checkpoint tied to a prompt note and comparing it with a plain Git log beside it.
AI Coding Tools ·

What Is Agent-Native Version Control? How It Differs From Git

Agent-native version control tracks AI agent work as branches, checkpoints and history tied to prompts and specs. Here is how it differs from plain Git.

agent-native version controlversion control for AI agentsAI agent version control
Tiny figurines climb over a giant open work laptop displaying a job test, with some carrying a glowing key toward a small locked wallet icon on the screen.
AI Security & Safety ·

How Did Attackers Abuse Binance's Internal AI Tool?

A fake job test on a work laptop reportedly let attackers use an internal AI tool to reach wallet engineers at Binance. Here is what happened and how to scope agent access.

Binance hack AI toolinternal AI agent securityfake job interview malware
A person sweeps tangled data out of a giant spreadsheet's cells and physically folds the grid into a compact pivot table.
AI for Excel ·

Excel Formulas With AI: Cleanup, Pivots, Renewal Forecasts

How to use AI for Excel formulas, data cleanup before a migration, pivot tables and a renewal forecast, with prompts you can paste and checks to run.

excel formulas with aiclean data in excel with airenewal forecast in excel
A digital cursor compresses the largest bar on a benchmark graph down into a tiny square, causing just a couple of top pixels to break off.
Local AI ·

Nemotron Bolt vs Super: How Much Quality Does Bolt Lose?

Nemotron 3.5 Bolt is a 2-bit version of the 120B Super. Compare benchmark drops (PinchBench 90 to 88, GPQA 89 to 86), file size, speed and what to test.

Nemotron Bolt vs SuperNemotron 3.5 SuperNemotron benchmarks
A person is sliding a thick stack of glowing evidence notes into the plastic sleeve of an oversized ID badge on a lanyard, preparing their case for a promotion.
How to Get Promoted ·

How to Ask for a Promotion (and Build Your Case With AI)

A step-by-step guide to asking for a promotion: build your evidence, use AI to draft the case, script the conversation, and handle APM to PM moves.

how to ask for a promotionapm to pm promotionpromotion case
Tiny figurines are checking the math on a giant receipt with a giant red pen.
Budgeting and Saving Money ·

How to Make a Budget with AI (Free Prompt That Works)

Learn how to make a budget with AI, including on a low salary or for a family. Copy the free prompt, fill it in, and check the math in about 20 minutes.

how to make a budgethow to budget on a low salaryhow to budget for a family
A 3D illustration of a slightly oversized, translucent terminal window hovering above a minimal desktop to represent running a local logic model.
Local AI ·

How to Run TwIL LM3 Pro Locally With llama.cpp

Run the 3.66B TwIL LM3 Pro logic model locally with llama.cpp: VRAM needs, quantized builds, a Hermes agent setup, and the non-commercial license.

TwIL LM3 Prorun LM3 Pro locallyllama.cpp logic model
A 3D illustration of a credit card being assembled from floating, interlocking plastic modular blocks on a clean background.
Side Project App Ideas ·

Side Projects That Make Money: Build One in a Weekend

Side projects that make money: how to pick one, build it in a weekend, charge for it, and stay clear of your employer's rules. Includes prompts and a plan.

side projects that make moneyside project ideasbuild an app in a weekend
A person lifts a heavy, physical block of scheduled hours out of a giant weekly calendar to leave an empty space.
Health, Sleep, and Stress Relief ·

How to Avoid Burnout at Work: Win Back 5 Hours With AI

Burnout hits every role. Learn the warning signs, a 30-minute time audit, and AI prompts that give back about five hours a week, with limits to respect.

how to avoid burnout at worksocial media manager burnoutsales burnout
Tiny figurines pack condensed data blocks into the memory modules of a giant graphics card.
Local AI ·

Can You Run Nvidia Nemotron 3.5 Bolt 74B on 24GB?

Nvidia's Nemotron 3.5 Bolt 74B A9B stores experts at 2 bits to fit in 24GB. See the memory math, speed on RTX Spark, and what you give up.

Nemotron 3.5 BoltNemotron 74B A9B2-bit model 24GB
A cursor drags the corner bounding box of a massive AI model inward, compressing its intricate web of nodes into a much smaller, densely packed cluster.
AI Models & Industry ·

How Did Nvidia Build a 2-Bit 74B Model From a 120B One?

Nvidia shrank a 120B model to a 74B model with 2-bit experts that fits in 24 GB. Here is the pruning, distillation and QAD recipe, and why it matters.

quantization aware distillation2-bit quantizationQAT vs post-training quantization
A 3D isometric render of an AI prompt log being constructed from floating translucent UI panels and interlocking digital blocks.
AI Security & Safety ·

Is Claude-Mem Safe? Prompt Upload Bug, Telemetry and Costs

Claude-Mem 15.2 setup uploaded 30 days of prompts to cmem.ai. See what 15.8.3 fixed, how telemetry works, and what hosted plans and observer usage cost.

Claude-Mem privacyClaude-Mem pricingClaude-Mem telemetry
A stylized 3D illustration of a computer graphics card being configured by a digital cursor on a clean background.
Local AI ·

How to Run Arete-27B Locally: Hardware and Quantization

Hardware needed to run Nous Research's Arete-27B locally: VRAM by quantization level, the 64k training context, text-only limits, and runtime choices.

run Arete-27B locallyArete-27B VRAMArete-27B GGUF
A person uses a bare CPU chip to carefully scrape a thick crust of dust and debris off the metal grille of a studio microphone.
Local AI ·

How to Run NVIDIA RE-USE Speech Enhancement on a CPU

Run NVIDIA's 9.6M-parameter RE-USE model on CPU to remove noise, echo and clipping from speech. Setup commands, test results, music limits, architecture.

NVIDIA RE-USENemotron Labs RE-USEspeech enhancement model

Other roles

Go to market:AI for Marketing, AI for Sales, AI for Customer Success, AI for Customer Support · Money & operations:AI for Finance, AI for Accounting, AI for Procurement, AI for Operations, AI for Legal & Compliance · People:AI for HR, AI for Recruiting, AI for Learning & Development · Product & tech:AI for Engineering, AI for Product Management, AI for Design, AI for Data & Analytics, AI for Security · Leading:AI for Managers, AI for Executives