Browsing: Design

Viruses are not alive and it would take another significant leap for AI to generate living organisms.The genetic code of the phage is around 5,400 base…

Meta has released Astryx, an open source design system that is fully customizable and built to be operated by both people and the AI agents working…

def _ang(bp, L): return math.pi/2 – 2*math.pi*(bp/L) def _pt(bp, r, L): a = _ang(bp, L); return r*math.cos(a), r*math.sin(a) def _arc(s, e, r, L, n=240): if e…

“We don’t write prompts anymore. We design loops.” — someone at Anthropic in June 2026 agent loop, self-critique did no better than doing nothing. A deterministic,…

Meta released Astryx this week. It is an open-source design system, currently in Beta. The project grew inside Meta’s monorepo over eight years. Astryx is built…

async def demo_memory(): explain( “DEMO 4 — Memory: persistent MEMORY.md across sessions”, “””Long-term memory survives between runs by persisting to MEMORY.md. In session 1 the agent…

import random from collections import Counter, defaultdict from datetime import date, timedelta from prefab_ui.actions import AppendState, OpenLink, PopState, SetState, ShowToast, ToggleState from prefab_ui.app import PrefabApp from…

import os, sys, subprocess, textwrap, stat BASE = “/content/ansible_lab” if os.path.isdir(“/content”) else os.path.expanduser(“~/ansible_lab”) os.makedirs(BASE, exist_ok=True) ENV = os.environ.copy() ENV[“ANSIBLE_CONFIG”] = os.path.join(BASE, “ansible.cfg”) ENV[“ANSIBLE_FORCE_COLOR”] = “1” ENV[“PY_COLORS”]…

print(“\n” + “=”*70 + “\nPART 4: NDCG@10 evaluation\n” + “=”*70) eval_set = [ {“query”: “Where is most ATP produced in the cell?”, “rels”: {0: 2, 2:…

EXTRACT_PATS = [ r”\\boxed\{([^{}]+)\}”, r”final\s+answer\s*[:=]\s*([^\n]+)”, r”answer\s*[:=]\s*([^\n]+)”, ] def extract_final(text): if not text: return “” for p in EXTRACT_PATS: m = re.search(p, text, flags=re.IGNORECASE) if m: return…