My Centalized Digital ID template ive been working on, for tracking news updates. You may get some use out of it. Feel free to recommend additions to what to look at with this but there's so much I'm still gathering for this, as well as friction points I am unaware of. Provide the most current information (as of [CURRENT DATE]) on upcoming US federal, US state-level, and global age verification, digital age gates, "show me your ID/proof of age" requirements, Teen-by-Default policies, and related digital ID infrastructure for accessing/using online content (adult/porn sites, social media platforms, apps, AI chatbots, games, or other restricted material). Explicitly track and include BOTH types of fingerprinting as reusable Digital ID / surveillance stepping stones: Metadata / Browser / Device Fingerprinting (~37+ indicators: canvas/WebGL rendering, fonts, hardware concurrency, screen resolution, audio context, timezone, language prefs, etc. used for persistent tracking and age inference) Biometric Fingerprinting (facial age estimation via video selfie + actual finger-scan biometrics tied to devices, wallets, or verification) Include: Any new laws, regulations (or rules that effectively function as mandatory requirements), enforcement start dates, platform policies (e.g. Discord Teen-by-Default), OS-level, app-store-level, app-level, and program/software-level developments. Bank/credit card company (Visa, Mastercard, Stripe, PayPal, etc.) internal policy changes, updates, or enforcement actions that act as de-facto requirements (e.g. requiring fingerprint-inclusive age assurance or risk payment cutoff). Categorize and summarize key court rulings, injunctions, ongoing litigation, or Supreme Court/federal/state decisions that affect these requirements (First Amendment implications, etc.). Structure the response clearly with these sections and time frames (calculate exact windows from [CURRENT DATE]): **Next 60 days** ([CURRENT DATE] to ~[60 days later]): What activates or becomes enforceable. **Next 90 days** ([CURRENT DATE] to ~[90 days later]): Additions or changes beyond 60 days. **Next 180 days** ([CURRENT DATE] to ~[180 days later]): Broader upcoming items. Separate clearly into: US Federal Level (FTC, COPPA, KOSA, etc.) US State Level (list by state where relevant; include adult content sites, social media, app store accountability, device/OS-level signals, etc.) Global/International (UK Online Safety Act, EU Digital Identity Wallet, Brazil, Australia, Canada, etc.; note cross-border impacts) Bank / Credit Card Company Policies (Attack Vectors) Court Rulings & Litigation (categorized) Be exhaustive but concise: Use bullet points/lists for clarity. Prioritize anything new or changing soon. If nothing is upcoming in a time frame or section, state it explicitly. Cite key sources/tracking orgs (Free Speech Coalition, EFF, AVPA, state legislatures, Ofcom, EU Commission, Texas Tribune, etc.) where possible. What do you find as of [CURRENT DATE]?

I really hope the #GraphineOS and Motorola partnership doesn't compromise installing what we want on devices we own. I get Governments Globally are going Tyrannical but hold strong GraphineOS don't cuck. I'd rather the partnership collapse than compromise, your team is too important.

Great article sir. Admire your work.

I am not a coder, I am a bird starring at the computer monitor just doing his best. I have my self hosted setup of Agents and LLMs. Damn I can already feel a new unlock of skill, learning, mistakes, and the fill up correction. You can just build things. Projects I am looking at building - Meshtastic, Meshcore and Reticulum Bridge that's Airman proof - Using these 915mhz radios, WiFiHalow, and Multi Link-PPP to expand Bandwidth at the user controlled level, decentralizing ISP signal and bandwidth control. - Working with Ecash mints and Lightning Splicing. - Finding ways to use NOSTR and Pubky differently - Playing with Opensource hardware and building on that. These are long term projects. But needed.

Just documenting on my relay Opensource hardware, based on where I see Centralized Digital ID going. Opensource Motherboard Firmware Coreboot and Libreboot Opensource Hardware and Firmware GPU maker. https://github.com/adam-maj/tiny-gpu TPUs Opensource Hardware/Firmware chips. https://github.com/tiny-tpu-v2/tiny-tpu CPUs Opensource Hardware and Firmware Chips vascofazza/8bit-cpu (74LS-based 8-bit MK1 CPU + bus system) https://github.com/vascofazza/8bit-cpu Full KiCad schematic + PCB (editable .kicad_pcb/.sch) 8-bit https://github.com/fortinsylvain/MyCpu Motherboards/Mainboards (AT/ISA Compatible or Classic Recreations) Opensource Hardware Boards M8SBC-486 (486 Homebrew AT-style Motherboard) https://github.com/maniekx86/M8SBC-486 atx-286at-v1-mainboard (80286 ATX Motherboard) https://github.com/rodneyknaap/atx-286at-v1-mainboard Raemixx500 (Commodore Amiga 500+ Mainboard Remake) https://github.com/SukkoPera/Raemixx500 OpenTendo / OpenTendo-TopLoader (NES Motherboard Recreations) https://github.com/Redherring32/OpenTendo (front-loader) and TopLoader variant. . Modern-ish Open SBC "Motherboards" (Linux-Capable)These are full single-board computers (essentially motherboards with integrated CPU socket/SoC). icepi-sbc (Allwinner H3 Quad-Core ARM Linux SBC with DDR3) GitHub: https://github.com/cheyao/icepi-sbc OLIMEX OLinuXino Series (Industrial ARM Linux SBCs) GitHub: https://github.com/OLIMEX/OLINUXINO (HARDWARE/ subfolders per board, e.g., A20-OLinuXino, A64-OLinuXino, etc.)RAM Opensource Hardware For Retro / 8-bit / Discrete-Logic CPUs (MyCpu, vascofazza/8bit-cpu, RC2014-style):Z80-512K (RCBus/RC2014 compatible) — https://github.com/skiselev/Z80-512K For Retro PC Motherboards (M8SBC-486, atx-286at, etc.):1MB 30-pin SIMM DRAM module — https://github.com/hegars/1M-30pinsimm 72-pin SIMM template — https://github.com/wiretap-retro/72-pin-SIMM-KiCAD-Template For Modern-ish / FPGA / SBC expansions (icepi-sbc, OLinuXino, etc.): Antmicro LPDDR4 Testbed / SO-DIMM style — https://github.com/antmicro/lpddr4-testbed (and DDR5 variant) HyperRAM / PSRAM PMODs (super easy 8–12 pin interface, no complex DDR routing): – https://github.com/mole99/qspi-pmod (QSPI Flash + dual PSRAM) Amiga/Console Raemixx500 or OpenTendo):SukkoPera has open RAM expansions for Amiga 500/600/1200 (search GitHub SukkoPera OpenAmigaRam). Bonus ultra-open options: LiteDRAM (https://github.com/enjoy-digital/litedram) OpenRAM (https://github.com/VLSIDA/OpenRAM)

Just a thought or intuition, more accurately put. What is missing from "AI" is instinct which leads to "common sense" in intelligence. Where humans have Instinct and common sense but no inheritance of knowledge, LLMs have all knowledge in real time but no instinct or common sense. So AGI is only possible if we can program a emergent triat over time. Just like nature did with us to give us biological memory / instinct.