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The “father of the iPod” says the first generation of AI gadgets failed to solve real problems — and the next wave will need to earn consumers’ trust.

Parallel Systems raised $100M to scale production of its autonomous electric rail vehicle, which can shuttle thousands of pounds of freight up to 500 miles.

The Detroit startup has widened its scope beyond mobility to help drone and robotics companies find U.S.-based manufacturers, shippers, and more.

The financing includes an $8M seed round co-led by Sequoia Capital and First Round Capital, and a $30 million Series A led by Hummingbird Ventures.

TL;DR ChatGPT remains the best overall free AI tool in October 2026: unlimited text chat on GPT-5.6 Luna, plus image generation, voice, and file uploads at $0. Claude (Free) wins for long-context writing and analysis with 200K token windows. Gemini (Free) wins for research with live Google Search grounding. Perplexity (Free) wins for real-time Q&A with citations. The rest of our list covers coding, design, video, and productivity—each with genuine free tiers that don't expire. ...

friendstudy ai — an open-source ai study companion 📚🤖 what if studying had a personal ai companion that could help you plan, learn, practice, and stay consistent? that's the idea behind friendstudy ai . i built friendstudy ai as an open-source ai-powered study companion for students who struggle with planning their studies, understanding difficult topics, and staying consistent. ✨ what it can do 💬 ask ai questions and get explanations 📅 generate personalized study ...

You ask Claude Code to change one function, and it greps for the name, opens a 900-line file, reads half of it, opens three more files, and your context window is gone before the first edit. Then the rename it does is a dozen fragile find-and-replace edits that still miss a call site. Serena fixes that by giving the agent the tools your IDE already has. It can jump straight to a symbol, list every reference to it, rename it across the project, or replace one function body without reading th...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built TouchGrass is a voice-first outdoor activity planner powered by open-source AI. The idea is pretty simple: instead of using AI to keep people on their phones longer, I wanted to build something that uses AI to help people put their phones away. The flow is: Speak → Transcribe → Plan → Listen → Go outside The user speaks their idea, ElevenLabs Scribe converts the speech ...

We asked Claude Sonnet and Haiku to humanize one text in five languages. Without rules, all ten answers lost the word usually, and some invented facts. Not reliably, if all you send is the request. Claude Sonnet and Claude Haiku each received one short piece of AI-sounding text in five languages, with nothing more than the line "Humanize this text." In all ten of them the word "usually" was gone, so a meeting the company usually holds once a year turned into one it always holds. Sonnet's answ...

Disclosure: I built the Apify actor described in this post. It is a paid actor (pay per event). This article was drafted with AI assistance and reviewed by me before publishing. If you pull Google Trends data in Python, you probably started with pytrends . That repository is now archived on GitHub (read-only, last push August 2024), so open issues will not be fixed. On top of that, Google rate limits automated Google Trends requests. Scripts that depend on a scraper library tend to hit...

You can clear pip's cache on Windows with py -m pip cache purge after checking its location and size. This removes cached downloads and wheels, not packages already installed in your Python environments. If you only need to remove a particular cached wheel, use a targeted removal instead of purging everything. Inspect the cache from the Python you use Open Start > Command Prompt under your normal development account. These steps assume Python and pip are installed and the p...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Cross Context is an open-source browser extension that lets you migrate an entire AI conversation — code, errors, architectural decisions, everything — from one LLM to another in a single click. Claude → ChatGPT → Gemini → Grok → Perplexity, any direction. No cloud servers. No accounts. No data leaves your browser. Why "Touch Grass"? Every developer knows t...

Another Rule for Using AI Without Losing My Skills Cesar Aguirre Cesar Aguirre Cesar Agui...

With the rise of autonomous AI agents and code-interpreting LLM features, Node.js backends are increasingly required to execute code generated on the fly. However, running arbitrary user or AI code inside a Node.js process is dangerous. A single malicious or hallucinated script can read environment variables ( process.env ), spawn OS processes ( child_process ), freeze the event loop with infinite loops, or crash your entire server by exhausting heap memory. In this post, we’ll analyze th...

One-line: On October 1, MIT's Kaiming He team published VISTA — a visual harness with a lossless photo-album memory that lifted Claude Opus 5.0's Relative Human Action Efficiency on ARC-AGI-3 from 40.68 to a perfect 100.00 , clearing all 25 public games with 57.4% fewer actions than first-time human players. No new model. No training. Four sentences of prompt. ARC-AGI-3 is the cruel exam of the AI world. It hands an agent an unfamiliar video game — grid-world puzzles, checkers varian...

The config migration was small. Preserving the package contract was the interesting part. Hoi hoi! 👋 I'm @nyaomaru , a frontend engineer who enjoyed looking for fungus this season. 😸🍄 Recently, I migrated its build setup from tsup to tsdown . At first, I expected this to be a very small task. Just remove tsup . Just install tsdown . Just change the config. Run the build. Done! 🎉 And honestly... The config migration was small. But there was one interestin...

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Assuming I have been on hibernation since 2018-19 time frame, which materials - books, MOOC courses and YT channels would be recommended for me to get started with understanding all the current progress on AI/ML. Ideally a resource like TeachYourselfCS that can give structure and roadmap to navigate all the progress/knowledge on the domain would really help. Do we have to take different approaches to understand LLMs vs other type of ML models which have been in large scale deployment/usage f...

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