Friday, October 31, 2025

AI Architecture: Octagon House

my vibe-designed octagon houses: with Gemini:


and ChatGPT



and some "real"...

Berkshire's Octagon Glass House Tour | Stunning Massachusetts Cabin Rental - YouTube




History of the Octagon House - A Rare American Classic - YouTube

Historic house tour: Ontario's best-preserved octagonal home [BONUS VIDEO] - YouTube

POPLAR FOREST (Thomas Jefferson's private retreat) - YouTube




AI HW: Amazon Rainier 1M chips for Anthropic: "A mountain of compute"

Amazon launches AI infrastructure project, to power Anthropic's Claude model

Anthropic, backed by Amazon, is using Project Rainier's compute cluster to build and deploy its AI model Claude. The AI firm will scale to use more than 1 million Trainium2 chips across Amazon's Web Services by the end of this year.



Project Rainier, named after the 14,410-foot (4,392-meter) stratovolcano that can be seen from Seattle on a clear day, is an endeavor as monumental as its namesake.



Trainium2, a custom-designed AWS AI chip built specifically for training artificial intelligence systems. Unlike the general-purpose chips in your laptop or phone, Trainium2 is specialized for processing the enormous amounts of data required to teach AI models how to complete all manner of different and increasingly complex tasks—fast.


Thursday, October 30, 2025

OpenAI: ChatGPT Atlas: AI web browser

Introducing ChatGPT Atlas | OpenAI

OpenAI Launches ChatGPT Atlas, a Browser with ChatGPT Built in - InfoQ

OpenAI has introduced ChatGPT Atlas, a new web browser that integrates ChatGPT into the browsing experience. Rather than functioning as a separate assistant that users have to switch to, Atlas incorporates the model throughout the browsing process. It understands web pages, answers questions, and assists with tasks in real-time.

The company describes Atlas as “a browser built with ChatGPT at its core,” designed to bring the assistant into the same space where users already read, research, and work. It builds on last year’s addition of search and real-time web access in ChatGPT, extending those capabilities into a full browsing environment. In Atlas, ChatGPT can analyze what’s on screen, summarize articles, or take actions like booking appointments or compiling research — all without leaving the page.




visualization lib: Vega-Lite: "AI friendly" charts

 Vega and Vega-Lite visualisation grammars - Wikipedia

Vega and Vega-Lite are visualization tools implementing a grammar of graphics, similar to ggplot2. The Vega and Vega-Lite grammars extend Leland Wilkinson's Grammar of Graphics[2] by adding a novel grammar of interactivity to assist in the exploration of complex datasets.


Vega



A High-Level Grammar of Interactive Graphics | Vega-Lite @GitHub

{ "data": {"url": "data/seattle-weather.csv"}, "mark": "bar", "encoding": { "x": { "timeUnit": "month", "field": "date", "type": "ordinal" }, "y": { "aggregate": "mean", "field": "precipitation" } } }


alternatives

Sunday, October 26, 2025

EV: best Tesla alternatives?

 The Best Alternatives to Every Tesla - YouTube

Marques's' alternative EVs for Tesla Model 3, Model Y, Model S, Model X and Cybertruck.
  • Model 3: EV6, Polestar 2, Volvo EX30

  • Model Y: BMW iX, Cadillac Lyric, Genesis GV60

  • Model S: Lucid Air, Porsche Taycan, BMW i5

  • Model X: Lucid gravity, Ravian R1S, Volvo EX90

  • Cyber truck: Rivian R1T, Silverado EV, Ford F-150 Lightning



Saturday, October 25, 2025

Amazon is developing smart glasses

Amazon is developing smart glasses allowing delivery drivers to work hands-free

Amazon’s smart glasses leverage AI-powered sensing capabilities and computer vision, along with cameras to create a heads-up display that includes everything from navigation details to hazards to delivery tasks. When drivers safely park at a delivery location, the glasses automatically activate and the DA is given their delivery information—right in their field of view—starting with locating the right packages inside their vehicles to the corresponding homes.

Vite js tooling, movie, Voidzero; courses

some people are super-productive

Evan You – WebsiteGitHubX

created "Vue" as a evolved version of Angular(.js), now second only to React.

next, he created great Vite build tool

now, he is building an integrated, "sustainable" JS tools ecosystem... but not completely free...

a great interview / story, and movie

Vite documentary companion pod featuring Evan You (Changelog Interviews #661)





Course: Vite for developers - 2025 | Udemy Business
Alex Dan


Course: Vite: The Complete Developer's Guide | Udemy Business
James Charlesworth

Friday, October 24, 2025

EV -= Ford F-150 Lightning

Ford to End Production of Failed F-150 Lightning

Ford will stop making its electric vehicle (EV) flagship, the F-150 Lightning.



SurrealDB for "datagentic" Event-Driven AI Apps

The AWS Developers Podcast 
SurrealDB stands out by cleanly separating storage from compute, supporting multiple data models within a single engine, and delivering a developer-friendly experience through its web-based tools and Rust-powered core. Toby shares insights into the journey from Golang to Rust, explains how developers can use SurrealDB as either an embedded library or a server, and discusses real-world use cases from edge deployments to real-time decision-making in the cloud.

Tobie Morgan Hitchcock is the CEO and co-founder of SurrealDB
"Enterprise-grade agentic memory, secured at the core"

SurrealDB is an open-source, multi-model database developed in Rust and integrates functionalities of many databases including relational, document, graph, time series, search and vector databases. It supports both schema-less and schema-full data models and has a SQL-like query language.

Multi-Model Magic: Inside SurrealDB - YouTube




Rust
License: 
The Business Source License (this document, or the "License") is not an Open Source license.
A "Database Service" is a commercial offering
Change Date: 2029-09-17 Change License: Apache License, Version 2.0


Thursday, October 23, 2025

AI books: Build a Reasoning Model, Large Language Model (From Scratch), by Sebastian Raschka PhD

Sebastian Raschka - Manning author

Build a Large Language Model (From Scratch) - Sebastian Raschka

  • Plan and code all the parts of an LLM
  • Prepare a dataset suitable for LLM training
  • Fine-tune LLMs for text classification and with your own data
  • Use human feedback to ensure your LLM follows instructions
  • Load pretrained weights into an LLM

  • Implement core reasoning improvements for LLMs
  • Evaluate models using judgment-based and benchmark-based methods
  • Improve reasoning without updating model weights
  • Use reinforcement learning to integrate external tools like calculators
  • Apply distillation techniques to learn from larger reasoning models
  • Understand the full reasoning model development pipeline


Wednesday, October 22, 2025

Is AI Singularity Here?

The Singularity is Here: AI is Solving Math, Sora Outpaces Chat-GPT & AI is Designing Chips | EP#201 - YouTube

Moonshots podcast by Peter H. Diamandis - YouTube

AI summary: The hosts discuss the belief that AI has progressed to a point where it can solve advanced mathematics, which they say will help solve other scientific domains. One guest, Alexander Wissner-Gross, suggests that AI now offers a clear path to solving "substantially all of math".

The Singularity is Here: AI is Solving Math, Sora Outpaces Chat-GPT & AI is Designing Chips w/ Salim Ismail, Dave Blundin & Alex Wissner-Gross | EP #201 — Summary & Key Takeaways | Moonshots with Peter Diamandis | Latios

Here is an illustration by Gamini Nano Banana AI image generation model
AI is not perfect yet, making spelling errors :)



MathGPT - AI Math Solver - Math Solver & Homework Helper


Discover Metatrends 10+Years Before Everyone Else (email list that does not work for me?)

Peter H. Diamandis | Substack

Peter Diamandis - Innovation & Entrepreneurship Community | Leadership Development

AI is NOT a bubble... Instead its becoming the world's new operating system. - Post | LinkedIn

AI: LLM Evaluation, From Scratch

 Understanding the 4 Main Approaches to LLM Evaluation (From Scratch)

by Sebastian Raschka, PhD



Tuesday, October 21, 2025

new AI model: gpt-5-pro from OpenAI

GPT-5 pro

GPT-5 pro. Here's OpenAI's model documentation for their GPT-5 pro model, released to their API today at their DevDay event.

It has similar base characteristics to GPT-5: both share a September 30, 2024 knowledge cutoff and 400,000 context limit.

GPT-5 pro has maximum output tokens 272,000 max, an increase from 128,000 for GPT-5.

As our most advanced reasoning model, GPT-5 pro defaults to (and only supports) reasoning.effort: high

It's only available via OpenAI's Responses API.


generated this for price $1.1 
expensive!



 

distributed data SQLite sync: CRDTs (Conflict-Free Replicated Data Types).

Why Local-First Apps Haven’t Become Popular?

CRDTs (Conflict-Free Replicated Data Types).
guarantee two important properties:

Commutativity: Order of application doesn’t matter

Idempotence: Applying the same change twice has no effect

This means you can apply messages in any order, even multiple times, and every device will still converge to the same state.

SQLite Is Perfect for This
If you need a production-ready, cross-platform, offline-first engine for SQLite,
check out open-source SQLite-Sync extension.


GitHub - sqliteai/sqlite-sync: SQLiteSync is a local-first SQLite extension using CRDTs for seamless, conflict-free data sync and real-time collaboration across devices.

SQLite Sync is a multi-platform extension that brings a true local-first experience to your applications with minimal effort. It extends standard SQLite tables with built-in support for offline work and automatic synchronization, allowing multiple devices to operate independently—even without a network connection—and seamlessly stay in sync. With SQLite Sync, developers can easily build distributed, collaborative applications while continuing to rely on the simplicity, reliability, and performance of SQLite.

In simple terms, CRDTs make it possible for multiple users to edit shared data at the same time, from anywhere, and everything just works.


Monday, October 20, 2025

AI data: top 10: car sales, price, MPT, usage cost

 Here’s approximate, realistic data for price and 3-year running cost:

ModelAvg Price ($)3-Year Running Cost ($)MPG (or MPGe)
Toyota RAV430,0005,00030
Tesla Model Y47,0003,000 (electric)120 MPGe
Toyota Corolla23,0004,20033
Toyota Corolla Cross27,0004,50030
Honda CR-V31,0005,20029
Toyota HiLux38,0006,80025
Ford F-15045,0007,50022
Toyota Camry29,0004,80032
Tesla Model 341,0002,700132 MPGe
BYD Qin (electric)28,0002,000115 MPGe







uv: fast Python tooling in Rust

 Reinventing Python tooling with Rust featuring Charlie Marsh from Astral (Changelog Interviews #660)

Charlie Marsh built Ruff (an extremely fast Python linter written in Rust) and uv (an extremely fast Python package manager written in Rust) because he believes great tools can have an outsized impact. He believes it so much, in fact, that he started an entire company that builds next-gen Python tooling


Sunday, October 19, 2025

AI Architecture: Round Passive Solar House

my "one-shot" "vibe designed" round house with Google Gemini Nano-Banana AI model

could win on some architecture design contests :)

"round passive solar house
with porches and decks on whole south side
and lighthouse-style sunroom on top of the roof;
use natural materials lodge-style;
solar panels on the roof"


"garages on the first floor"


round swimming pool covered with glass dome in front; with flowers all around


three-stores + lighthouse sunroom version


with round swimming pool covered with dome

back / north side of the house; natural materials; small windows with real wood shutters


and now some "real" round solar passive house

Villa Circuitus: Sweden's first round Passive House boasts an innovative solar-powered balcony


Clad in sustainable Kebony and orange panels, Villa Circuitus exudes a warm ambience that belies its smart design. Its round shape minimizes the surfaces exposed to the outside air, which, combined with high-performance custom windows that retain twice as much heat as standards windows, helps to minimize heat loss. As a result, less energy is required to keep the home warm in winter. Interior air temperatures are also kept stable with a heat exchanger that circulates air in a two-phase process – first through a ground-based water heater and then a post-heater.


Here's What You Need To Know About Passive Houses – Sunset Magazine


Round House Magic in the Mountains! He built a Wooden Yurt from a Kit - YouTube

Maple Twenty Five | 25-Foot Yurt Kit — Smiling Woods Yurts



Round Small House Design w/plans! Full Tour! - YouTube





QJS: JavaScript in Go with QuickJS & WASM

GitHub - fastschema/qjs: QJS is a CGO-Free, modern, secure JavaScript runtime for Go applications, built on the powerful QuickJS engine and Wazero WebAssembly runtime

QJS is a CGO-Free, modern, secure JavaScript runtime for Go applications, built on the powerful QuickJS engine and Wazero WebAssembly runtime.

QJS allows you to run JavaScript code safely and efficiently, with full support for ES2023 features, async/await, and Go-JS interoperability.




Thursday, October 16, 2025

AI HW: Apple M5 chip

Apple unleashes M5, the next big leap in AI performance for Apple silicon - Apple

M5 delivers over 4x the peak GPU compute performance for AI compared to M4, featuring a next-generation GPU with a Neural Accelerator in each core, a more powerful CPU, a faster Neural Engine, and higher unified memory bandwidth





AI Helping African Farmers

Agriculture & Food Systems Agentic AI News - Week Ending 2025-09-30 (Detailed)

"In Malawi, Africa, thousands of small farmers are using an AI chatbot created by Opportunity International. This AI agent gives farming advice through simple text messages. After Cyclone Freddy destroyed Alex Maere's corn farm in 2023, the AI agent suggested he grow potatoes.

Maere followed the AI's advice exactly and made over $800 selling potatoes. This money helped him pay for his children's school fees. The AI chatbot speaks local languages and gives advice that works in African growing conditions."



Wednesday, October 15, 2025

Top Programming Languages 2025

hew "real" and for whom is this statistics?

that knowing Python is 10x more important than HTML? simply no!

AI craze...

The Top Programming Languages 2025 - IEEE Spectrum

How to Lie with Statistics - Wikipedia



Tuesday, October 14, 2025

Nvidia $4K Mini PC

Elon Musk Gets Just-Launched NVIDIA DGX Spark: Petaflop AI Supercomputer Lands at SpaceX | NVIDIA Blog

“Imagine delivering the smallest supercomputer next to the biggest rocket,” 

 Nvidia to Start Selling $3,999 DGX Spark Mini PC This Week | PCMag

128GB RAM, 1000 TOPS

1 petaFLOP of AI performance at FP4 precision with the NVIDIA Grace Blackwell architecture.


A Grace Blackwell AI supercomputer on your desk | NVIDIA DGX Spark


SpaceX completes 11th test flight of its Starship rocket



AI vs Jobs? AuI "Augmented Intelligence" solution

(we) techno optimists still have hope... 

but it is "complicated..."

"artificial" machine based intelligence, whether called "General" (AGI) or "Super" (ASI)
can either "augment" (expand, support) human intelligence, or "replace".
The first is a "good" solution, the second one is clearly "bad".

Now, since history can be a guide, and while it may not "repeat" it may "rhyme", 
when mechanical machines are invented
they "augmented" human physical labor and unlocked "industrial revolution"

So we don't try to compete in speed with a train, car, airplane, we just "leverage" those tools.
And that works very well. "Augmented" mechanical power works.

For that reason I think we should start calling "AI = Augmented Intelligence" AuI
and treat it as such.

And the solution making this new AI power available for most people
should be some amount of free AuI tools. 
Like "free" roads... 

AGI Will Freeze the Economy - YouTube 
by Matthew Berman - YouTube

What Would Happen If Everyone Got $1,000 a Month? (UBI Theory Explained) - YouTube 
by Andrei Jikh - YouTube

Artificial Intelligence vs. Augmented Intelligence - YouTube (IBM)


Ex-OpenAI Scientist WARNS: You Have No Idea What's Coming #ArtificialIntelligence #AI - YouTube

Monday, October 13, 2025

AI: Agent Payments Protocol (AP2)

Announcing Agent Payments Protocol (AP2) | Google Cloud Blog

Google announced the Agent Payments Protocol (AP2), an open protocol developed with leading payments and technology companies to securely initiate and transact agent-led payments across platforms. The protocol can be used as an extension of the Agent2Agent (A2A) protocol and Model Context Protocol (MCP). In concert with industry rules and standards, it establishes a payment-agnostic framework for users, merchants, and payments providers to transact with confidence across all types of payment methods.






Tesla Robotaxi

 Tesla Robotaxi Reports 3 Crashes In Austin On One Day, Hides Details

Tesla’s crash report for self-driving vehicles to the federal government lists 3 crashes involving the Tesla robotaxi, all dated July 1, just ten days after launching their pilot service in Austin, TX. Tesla redacted much of the relevant data about the crashes, claiming they reveal important proprietary information. By this date, Tesla’s approximately dozen cars had done no more than 7,000 operational miles.



Sunday, October 12, 2025

Architecture: new Frank Lloyd Wright designed house

 See Frank Lloyd Wright’s Final Design, Revealed for the Very First Time | Architectural Digest

Wright’s design for a Usonian house he called Project #5909 had been on his drawing board when he died in 1959... brought to life (a new house) 65 years later, in 2025.


RiverRock House in Willoughby Hills, Ohio



AI: Gemini 2.5 Computer Use model from Google

 Introducing the Gemini 2.5 Computer Use model

Google is releasing the Gemini 2.5 Computer Use model via the Gemini API, enabling developers to build agents that can interact with user interfaces. This model outperforms others in web and mobile control benchmarks with lower latency. You can access it now on Google AI Studio and Vertex AI to start building and share feedback in the Developer Forum.

The model’s core capabilities are exposed through the new `computer_use` tool in the Gemini API and should be operated within a loop. Inputs to the tool are the user request, screenshot of the environment, and a history of recent actions. The input can also specify whether to exclude functions from the full list of supported UI actions or specify additional custom functions to include.



Saturday, October 11, 2025

Nvidia AI "intelligence" ecosystem investments

Nvidia company now has (by far) largest market valuation in the world.
And to sustain that growth, it is making strategic investments in "ecosystem"
including to "competitors" like Intel, customers like "OpenAI", partners like "ARM",
and most of all startups in all parts of "AI stack", like xAI, Cursor, CoreWeave...

Companies ranked by Market Cap - CompaniesMarketCap.com


Jensen Huang says he regrets not investing more in xAI: 'Almost everything Elon's part of, you want to be part of'

"My favorite enterprise AI service is Cursor," Huang said. "Every one of our engineers, 100%, is now assisted by AI coders, and our productivity has gone up incredibly."

"For the last several years, they were generating tokens at a loss," he said. "But in the last several months, it's become clear the technology is now reasoning, doing research, using tools — it's actually useful. The tokens are profitable now."

energy: Passive House City

the best way to get energy is to save energy, i.e. for heating/colling

"passive house" means house that does not need "active" heating/cooling

could a whole city district be build in such way, saving 90+% of energy?

yes!

A Passive House City? You better believe it! - YouTube

What exactly is a Passive House? | The Short of it! - YouTube

Home - Bahnstadt Heidelberg


GO INSIDE This 100% Passive House District in Germany - YouTube

Reimagine Buildings - YouTube  @lkll Passive House Accelerator : Catalyst for Zero Carbon Building

Passivhaus Institut



Passiv haus (foqushouse)


Friday, October 10, 2025

OpenAI SDKs: AgentKit Agent Builder (vs n8n)

OpenAI provides various SDKs for AI SW devs:

- standard AI API for request/response and chat, including support for "function calling/tools"
- Agents SDK with more advanced "AI Agents"
- AgentKit SDK integrated visual toolset for building Agents.

API Agents | OpenAI

OpenAI Agents SDK TypeScript | OpenAI Agents SDK

  • Enough features to be worth using, but few enough primitives to make it quick to learn.
  • Works great out of the box, but you can customize exactly what happens.
main features of the SDK:
  • Agent loop: Built-in agent loop that handles calling tools, sending results to the LLM, and looping until the LLM is done.
  • Handoffs: A powerful feature to coordinate and delegate between multiple agents.
  • Guardrails: Run input validations and checks in parallel to your agents, breaking early if the checks fail.

  • Sessions: Automatic conversation history management across agent runs, eliminating manual state handling.
  • Function tools: Turn any Python function into a tool, with automatic schema generation and Pydantic-powered validation.
  • Tracing: Built-in tracing that lets you visualize, debug and monitor your workflows, as well as use the OpenAI suite of evaluation, fine-tuning and distillation tools.

new tools for AI "workflows"

Intro to Agent Builder - YouTube

I Tested OpenAI's AgentKit Against n8n: What You Need to Know - YouTube

OpenAI Update: Building Agents using NEW Agent Builder! - YouTube


AgentKit, a complete set of tools for developers and enterprises to build, deploy, and optimize agents. 

  • Agent Builder: a visual canvas for creating and versioning multi-agent workflows
  • Connector Registry: a central place for admins to manage how data and tools connect across OpenAI products
  • ChatKit: a toolkit for embedding customizable chat-based agent experiences in your product