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Very very large numbers

What Are Very Large Numbers? Large numbers exist on a spectrum so extreme that human intuition breaks down. From the observable universe containing roughly 10^80 atoms, to numbers so impossibly vast that they dwarf the atoms themselves, these magnitudes challenge our ability to comprehend scale. But they’re not just abstract curiosities. Large numbers appear in computer science (combinatorics, compression), physics (entropy, quantum possibilities), and mathematics (set theory, ordinal numbers). Understanding them requires leaving behind our everyday sense of “big” and embracing the mathematical structures that define these hierarchies. ...

April 21, 2024 · 4 min · James M
Tesla Optimus humanoid robot

Tesla Optimus Robot

TL;DR Tesla Optimus (also called the Tesla Bot) is a bipedal humanoid robot designed for general-purpose tasks, powered by Tesla-designed AI for navigation and environmental understanding The current platform is Optimus Gen 3, which builds on the Gen 2 redesign with substantially improved hand dexterity, faster walking, lower weight, and tighter integration with Tesla’s vision and self-driving stack Elon Musk’s target price is less than half the cost of a Tesla car - roughly $20,000 to $25,000 - with the expectation that the price will fall further as production scales Musk has predicted that long-term, the robot business will be worth significantly more than Tesla’s car business The vision is for Optimus to take on dangerous or unpleasant jobs, freeing humans for more creative and leisure-based pursuits Overview Tesla Optimus, also known as the Tesla Bot, is a bipedal humanoid robot which has been under development by Tesla since 2021. It’s designed to be a general-purpose robot, meaning it could potentially be used for a wide range of tasks. It’s equipped with Tesla-designed AI for navigation and environmental understanding, reusing much of the same vision and neural-net stack that powers Full Self-Driving. The current platform is Optimus Gen 3, which builds on the Gen 2 redesign with significantly improved hand dexterity, faster walking, lower weight, and refined fine-motor control. ...

April 21, 2024 · 2 min · James M
Boston Dynamics All New Atlas Humanoid Robot

Boston Dynamics Reveals Its Most Astonishing Humanoid Robot So Far

TL;DR All New Atlas is Boston Dynamics’ first fully-electric humanoid - a clean break from the hydraulic Atlas it replaced Designed for real-world work environments rather than stage demos, with a body more human-like than anything Boston Dynamics has shipped before Still a research platform - commercial and consumer availability is some way off, but the underlying control and balance work is impressive Builds on decades of agility and mobility research and signals where the humanoid form factor is heading next Part of a broader 2024-2026 wave of humanoid programmes from Boston Dynamics, Tesla, 1X, and others The hydraulic Atlas was already one of the most impressive pieces of robotics engineering on the planet. Boston Dynamics retired it anyway. ...

April 20, 2024 · 2 min · James M
Game emulators on iOS - Delta, Dolphin, and more now available on Apple devices

Apple finally allows game emulators in the App Store

Finally gaming emulators are now permitted on Apple devices. I’ve just downloaded the Delta app for iPhone and it’s awesome, runs really smoothly Apple App Store: Delta - Game Emulator Available Emulators Delta Developer: Riley Testut Supported Systems: NES, SNES, Game Boy, Game Boy Color, Game Boy Advance, Nintendo 64, Nintendo DS Key Features: Cloud saves, cheat codes, customizable controls, controller support Price: Free (with optional premium features) Dolphin Developer: Dolphin Emulator Team Supported Systems: GameCube, Wii Key Features: HD graphics, controller support, save states, netplay Price: Free Other Notable Emulators Bimmy: NES emulator Provenance: Multi-system emulator (limited availability) PPSSPP: PSP emulator Installation and Setup Getting Started with Delta Download Delta from the App Store Grant necessary permissions for file access Download ROMs from legal sources Import ROMs into Delta Configure controls for your preferred layout Controller Setup Built-in Controls: Touch controls with customizable layouts External Controllers: Supports MFi controllers, Xbox, PlayStation controllers Bluetooth Pairing: Enable Bluetooth in Settings > Delta Troubleshooting Common Issues ROM Import Problems ...

April 20, 2024 · 3 min · James M
Analogue vs Digital Synths

Music Production: Analogue vs Digital Synths

Overview Analog & digital synthesizers are both electronic instruments that create sound, but they differ in how they generate and manipulate that sound. Here’s a list of the key differences. Analog Synths Use electrical circuits to produce sound waves These circuits can be influenced by various knobs and sliders, creating a warm, rich sound with subtle imperfections Pros Warm, organic sound, sought-after for genres like classic electronic music, “hands-on” approach to sound design Cons Can be expensive, limited in features compared to digital synths, less polyphony Digital Synths ...

April 20, 2024 · 2 min · James M
OpenAI Voice Engine - AI voice cloning

OpenAI Voice Engine

TL;DR OpenAI Voice Engine is a text-to-speech model that can clone a realistic voice from just a 15-second audio sample It produces emotive, natural-sounding speech despite using a small model and minimal training data Access has remained in limited preview since its 2024 announcement due to responsible AI concerns around voice cloning and impersonation Approved testers must obtain clear consent from voice providers and inform listeners that voices are AI-generated As of 2026, the technology is restricted to approved partners and researchers rather than general availability About Voice cloning used to require hours of studio recordings and bespoke model training. OpenAI’s Voice Engine changes the equation: a 15-second audio sample is enough to produce a realistic, emotive voice clone. The capability is striking, which is exactly why OpenAI has kept it locked down since the initial preview. ...

March 31, 2024 · 2 min · James M
Stargate - $500B OpenAI AI infrastructure project

Stargate

TL;DR Stargate is a $500B AI infrastructure programme announced in January 2025 - the equity partners are OpenAI, SoftBank, Oracle, and Abu Dhabi sovereign investor MGX Construction has already started in Texas with more sites planned, aimed at training and serving the next generation of frontier AI models The scale signals where compute spend is heading - tens of billions per cluster is becoming the price of admission at the frontier The initial $100B commitment is intended to scale to $500B by 2029, combining OpenAI’s models, SoftBank and MGX capital, and Oracle’s data-centre and infrastructure capabilities Worth tracking as a useful proxy for how seriously the industry takes the compute side of the AGI race About Stargate is a $500 billion AI infrastructure project announced in January 2025. The equity partners are OpenAI, SoftBank, Oracle, and MGX, with Microsoft and Nvidia listed as technology partners rather than equity investors. ...

March 30, 2024 · 2 min · James M
Google Gemini Ultra

Google Gemini Ultra

TL;DR Gemini Ultra was Google DeepMind’s flagship Gemini tier at launch in early 2024 - notable for hitting 90.0% on the MMLU benchmark Multimodal across text, images, video, and code, with strong coding and reasoning performance for its era Has since been superseded by Gemini 2.0, Gemini 2.5 Pro, and the current Gemini 3 family Documented here for historical context - the original Ultra branding is no longer the main consumer-facing model Access today is through AI Studio, Vertex AI, and Google One AI Premium plans About Note: Gemini Ultra (released early 2024) has since been superseded by more advanced versions. As of 2026, Google’s flagship offering is the Gemini 3 family, sitting above the still-shipping Gemini 2.0 and Gemini 2.5 Pro tiers. This article documents the original Gemini Ultra for historical context. ...

March 29, 2024 · 2 min · James M
Google Gemini Advanced

Google Gemini Advanced

TL;DR Gemini Advanced was Google’s tier-based offering for power users at launch in early 2024 - enhanced reasoning, longer context, and multimodal input Built around Gemini Ultra at first, then succeeded by Gemini 2.0 Flash, 2.5 Pro, and the current Gemini 3 family Use cases: coding, creative collaboration, long-form multi-turn conversations, document and media analysis Available through Google One AI Premium with web, mobile, and API access; pricing has shifted as the lineup evolved Documented here as the original 2024 positioning - check Google’s current site for what “Advanced” maps to today About Note: Gemini Advanced (released early 2024) was Google’s tier-based offering. By 2026, this has evolved into a more diverse model lineup including Gemini Pro, Gemini 2.0, Gemini 2.5 Pro, and the current Gemini 3 family with different access tiers. This article reflects the original 2024 positioning. ...

March 29, 2024 · 2 min · James M
Polkadot News 2024 Banner

Polkadot News 2024

2024 Polkadot Ecosystem Developments Key announcements and updates from Polkadot’s 2024 roadmap, including the rollout of Polkadot 2.0 features, ecosystem expansion, and developer initiatives. This year marks a critical period for the network as it transitions from foundational infrastructure to mature ecosystem deployment, with major technical implementations and educational initiatives driving adoption. March 2024 Empowering Next-Level Insights: Dune Brings Polkadot and Kusama Analytics into Focus (March 19) Read on Polkadot Blog Polkadot Blockchain Academy Adds Remote Option for Select Students (March 18) ...

March 19, 2024 · 1 min · James M