AI tools
From glossary entries and tool comparisons to coding agents and local models: every step of putting AI to work, written to be followed.
Series and tutorial hubs
Series to read in order, each with its own directory and learning paths.
Codex learning hub: tutorial directory
A planned 60-lesson, ten-unit Codex curriculum, from setup and your first task to MD instructions and advanced integrations. Find your next lesson by experience, platform, goal or command; unpublished entries show their status.
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AI news
See all- AI ad generation platform Melius raises $25M: ex-Ramp engineers pivot after scrapping their first product
- AWS: SageMaker Studio Can Now Manage HyperPod Spaces Directly, No Command Line Needed for Everyday Tasks
- LibreOffice says it will not add AI for the foreseeable future, to keep users' documents on their own computers
- Technology Innovation Institute releases Falcon-Emirati-7B: an Arabic AI model focused on the Emirati dialect that, by its own tests, answers in dialect more often than rivals
- NVIDIA launches DGX Spark 64GB: on sale October 23 from $4,999, two units can be linked into 128GB
- Google Cloud Launches Spanner Queues: Putting Message Queues Inside Database Transactions to Make AI Agents More Reliable
Lifestyle
AI ad generation platform Melius raises $25M: ex-Ramp engineers pivot after scrapping their first product
According to TechCrunch, New York AI startup Melius has announced $25 million in total funding, including a $20 million Series A led by CRV and a $5 million seed round led by General Catalyst. Three former Ramp engineers abandoned their original tool for managing ad spend to build a platform that generates ad campaigns, images and videos from everyday language, joining Higgsfield and others in the race for the AI ad creative market.
- AI news
Lifestyle
AWS: SageMaker Studio Can Now Manage HyperPod Spaces Directly, No Command Line Needed for Everyday Tasks
AWS said on October 6, 2026 that data scientists can now create, start and stop Spaces (interactive coding environments) on SageMaker HyperPod clusters from the SageMaker Studio web interface instead of typing commands. Here is what changed, what admins must set up first, how long startup takes and what it costs.
- AI news
Lifestyle
LibreOffice says it will not add AI for the foreseeable future, to keep users' documents on their own computers
According to TechCrunch, The Document Foundation, the nonprofit behind the open-source document editor LibreOffice, says it will not add AI to the software for the foreseeable future, so that documents are not uploaded to a server for processing. This matters to people and organizations that care about data privacy. Anyone who wants AI can still install extensions that connect to local AI models.
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Lifestyle
Technology Innovation Institute releases Falcon-Emirati-7B: an Arabic AI model focused on the Emirati dialect that, by its own tests, answers in dialect more often than rivals
Technology Innovation Institute (TII) released Falcon-Emirati-7B on October 6, 2026, an AI language model built to understand and use the spoken dialect of the UAE (United Arab Emirates). TII says other Arabic models often get the content right but reply in written Standard Arabic. This article summarizes the training method, evaluation figures and usage limits TII published; all data are TII's own claims.
- AI news
Lifestyle
NVIDIA launches DGX Spark 64GB: on sale October 23 from $4,999, two units can be linked into 128GB
On October 2, 2026, NVIDIA announced a more affordable 64GB memory version of its DGX Spark personal AI computer, available from October 23 through six makers including Acer and ASUS. It is aimed mainly at developers and researchers who want to run AI models on their own machines. Below we summarize the specs NVIDIA published, its claims about linking two units, and what it means for general readers.
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Lifestyle
Google Cloud Launches Spanner Queues: Putting Message Queues Inside Database Transactions to Make AI Agents More Reliable
Google Cloud has announced the general availability of Spanner queues, which make message creation part of a database transaction. The aim is to stop AI agents' "state" and "actions" from falling out of sync. This article covers Google Cloud's claims, the main features, and what it means for general readers.
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Lifestyle
GPT-6.1 Sol Launches: New Sol Version in the API, Codex and ChatGPT Work, Not in Chat
OpenAI launched GPT-6.1 Sol on September 29, 2026, with the API name gpt-6.1-sol. The launch rollout covers Codex and ChatGPT Work on Plus, Pro, Business, Enterprise and Edu (Enterprise and Edu need an administrator to enable it); Free and Go are not included at launch, and it is not in Chat (checked September 2026).
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Claude Sonnet 5.5 Launches: Same List Price as Sonnet 5, Available in the API, on Cloud Platforms and in Claude.ai
Anthropic launched Claude Sonnet 5.5 on September 28, 2026. API list prices are the same as Sonnet 5 ($2 per million input tokens, $10 per million output tokens). It is available in Claude.ai, the API and several cloud platforms, and higher-risk cybersecurity requests fall back to Sonnet 5 (checked September 2026).
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Claude Code Adds mods: TypeScript Functions in Plugins Change Its Behavior and Interface
On October 1, 2026, Anthropic introduced Claude Code mods: TypeScript or JavaScript functions that ship inside a plugin and run in the Claude Code process, and can rewrite prompts, manage tool calls and draw new interface. Anthropic says they work in the CLI and the desktop app and are not sandboxed; the documentation says v2.1.287 or later is required (checked October 2026).
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Lifestyle
DoorDash launches an AI agent you can text via Apple Messages to order food
According to TechCrunch, DoorDash has announced an AI agent that takes food orders by text message in Apple Messages, so users can order in plain language without opening an app. For now it is open only through a waitlist for US users. It is part of a wider push toward AI assistants that complete everyday tasks for you.
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Lifestyle
Google launches skills in Gemini, set to gradually replace Gems
On September 30, 2026, Google announced the global rollout of skills in Gemini conversations, letting users save and reuse custom instructions, and published timelines for ending Gems support and shutting down Opal.
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AWS introduces Bedrock AgentCore Runtime Instances: AI agents can run for 14 days, use GPUs and collaborate on one machine
In a 2026-09-30 post, AWS used a music production pipeline to demonstrate Runtime Instances, a new way to host AI agents on Amazon Bedrock AgentCore. It offers sessions of up to 14 days, GPU access, lasting storage and several agents working together on one machine. It matters mainly to developers and businesses building AI agents. All information comes from a single source: AWS.
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Lifestyle
Hugging Face launches the Open TTS Leaderboard to compare open-source text-to-speech and voice cloning models with objective metrics
On September 30, 2026, Hugging Face announced the Open TTS Leaderboard. It ranks open-source text-to-speech models, which turn written text into spoken audio, by how accurately they speak, how fast they run and how closely a cloned voice matches the original. Here is how it works, what it cannot measure and why it matters to anyone who uses computer-generated voices.
- AI news
Lifestyle
AWS: Claude on Amazon Bedrock can now run entirely inside Seoul and Singapore
AWS says Amazon Bedrock now offers in-region inference for Claude Opus 5 and Claude Sonnet 5 in Seoul and for Claude Sonnet 5 in Singapore. Requests and data are processed only in the AWS Region the customer calls, which is aimed at organizations such as financial services, healthcare and the public sector that must keep data processing local.
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Lifestyle
Wabi 2.0: AI app maker Wabi turns into a messaging app that builds apps for you
According to TechCrunch, Wabi, the startup from Replika founder Eugenia Kuyda, has announced Wabi 2.0. It is moving from a tool that builds apps from typed instructions to an AI messenger that creates small apps on demand and gets tasks done. It is invite-only for now, and it reflects a wider push to mix chat and apps.
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Lifestyle
NVIDIA releases Kumo Tabular, an open tabular foundation model it says ranks first on four benchmarks
On September 29, 2026, NVIDIA released Kumo Tabular, a free-to-use AI model that makes predictions from spreadsheet-style data without being trained for each task. It could make prediction work faster for companies and researchers. Here is how NVIDIA says it works, the results NVIDIA reports and the limits NVIDIA itself names.
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Lifestyle
Instinct founder says more than half of transactions on his AI agent platform are travel-related
According to TechCrunch, Noah Shinn, founder of the AI personal agent Instinct, said on a podcast that more than 50% of its transactions are travel-related and that annual transaction volume is close to $1 billion. Here is what he claimed, why some observers pushed back, and what it means for travellers who let an AI book for them.
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Lifestyle
Marissa Mayer unveils Dazzle, an AI assistant that learns about you from your phone's photos
Former Yahoo CEO Marissa Mayer has unveiled Dazzle, a personal AI assistant that learns about you from your camera roll instead of your email or calendar, TechCrunch reports. Here is how it works, what a TechCrunch reporter found when testing it, and what the privacy pitch means for anyone thinking of handing over their photos.
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Lifestyle
Microsoft Research Introduces Quine, a Research-Only AI System for Studying Biology
On September 29, 2026, Microsoft Research introduced Quine, an AI system meant to help scientists decide which biology experiments to run. Microsoft says it tested the system in pancreatic cancer cell experiments with the Broad Institute. Quine is for research only, not for patients or clinical use, and access is limited for now to selected scientists.
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Lifestyle
ProvenanceGuard: Multiverse Computing's method for checking whether AI agents credit facts to the right source
On 29 September 2026, the Multiverse Computing team presented ProvenanceGuard. The team says it checks, after an AI agent answers, whether each claim really comes from the source the answer names. A true fact credited to the wrong source can mislead in areas such as healthcare, customer support and finance. All results are the team's own and have not been independently verified.
- AI news
Lifestyle
Meta Launches Muse for Small Business: AI Agent Connects to Shopify, Slack, QuickBooks and Other Business Tools
On September 29, 2026, Meta extended its personal AI agent Muse to small businesses. Owners can now link it to tools like Shopify, Slack, QuickBooks and their Facebook and Instagram business accounts so it can help run the business. Meta says nothing is posted, sent or spent without the owner's approval.
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Lifestyle
Rep. Ro Khanna presses DeepSeek, Alibaba and Moonshot AI on AI safety and calls for a US-China treaty
According to The Verge, US Rep. Ro Khanna has written to US intelligence officials and to Chinese AI companies DeepSeek, Alibaba and Moonshot AI. He asks how ready they are if an AI system slips out of its makers' control, and he calls for a US-China treaty banning AI that can improve itself. This article explains what he asked, where US leaders stand and what it means for everyday users.
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Lifestyle
Reco raises $55M to help companies find and control their AI agents as the security market gets crowded
AI security startup Reco says it raised $55 million, TechCrunch reports, as companies deploy AI agents faster than they can track them. The same wave of adoption has crowded the market for tools to secure those agents. The story matters to any business using AI agents and to anyone whose data those agents can reach.
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Lifestyle
What to Do When Searches Get No Clicks: Rethinking Traffic Value Through Reader Tasks
Readers may find opening hours, phone numbers or brief answers on a search page without visiting a website. A non-click is not always a success, and site CTR cannot reveal the overall zero-click search rate. Using an original clothing alterations shop scenario, this article covers checks for search displays, business interactions and actual tasks, from finding information and comparing services to booking, with a comparison table, practical steps and original SVG diagrams.
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- AI search & GEO