| Tokens ➜ words converter | ||
|---|---|---|
| Tokens | ||
| Words | 225.6 | Words = Tokens / 1.33 |
| Words ➜ tokens converter | ||
|---|---|---|
| Words | ||
| Tokens | 300 | Tokens = Words × 1.33 |
| MoE parameters ➜ dense parameters calculator | ||
|---|---|---|
| MoE params (total) | ||
| MoE params (active) | ||
| Dense params equiv | 71.9 | Dense = sqrt(MoE_total × MoE_active) |
| Tokens:parameters ratio | ||
|---|---|---|
| Tokens (B) | ||
| Parameters (B) | ||
| Tokens:Parameters ratio | 15:1 | Ratio = ceiling(Tokens (B) ÷ Parameters (B)) |
| ALScore calculator | ||
|---|---|---|
| Parameters | ||
| Tokens | ||
| ALScore | 8.16 | ALScore = sqrt(Parameters × Tokens) ÷ 300 |
| Benchmark score converter (0–95 bounded, heavy error-handling) | ||
|---|---|---|
| MMLU | Base benchmark | |
| MMLU-Pro | MMLU – 20 | |
| GPQA | 2 × MMLU – 110 | |
| HLE | (GPQA – 35) ÷ 5 | |
Get The Memo
by Dr Alan D. Thompson · Be inside the lightning-fast AI revolution.Informs research at Apple, Google, Microsoft · Bestseller in 147 countries.
Artificial intelligence that matters, as it happens, in plain English.
Get The Memo.
Alan D. Thompson is a world expert in artificial intelligence, advising everyone from Apple to the US Government on integrated AI. Throughout Mensa International’s history, both Isaac Asimov and Alan held leadership roles, each exploring the frontier between human and artificial minds. His landmark analysis of post-2020 AI—from his widely-cited Models Table to his regular intelligence briefing The Memo—has shaped how governments and Fortune 500s approach artificial intelligence. With popular tools like the Declaration on AI Consciousness, and the ASI checklist, Alan continues to illuminate humanity’s AI evolution. Technical highlights.This page last updated: 3/May/2025. https://lifearchitect.ai/calcs/↑