diff --git a/www/analytics.sh b/www/analytics.sh new file mode 100755 index 0000000..4262ba6 --- /dev/null +++ b/www/analytics.sh @@ -0,0 +1,57 @@ +#!/bin/bash +# Simple analytics for llm-impact.org +# Parses nginx access logs. Run as root or a user with log read access. +# +# Usage: ./analytics.sh [days] +# days: how many days back to analyze (default: 7) + +set -euo pipefail + +DAYS="${1:-7}" +LOG="/var/log/nginx/access.log" +CUTOFF=$(date -d "$DAYS days ago" +%d/%b/%Y) + +if [ ! -r "$LOG" ]; then + echo "Error: Cannot read $LOG (run as root or add user to adm group)" + exit 1 +fi + +echo "=== llm-impact.org analytics (last $DAYS days) ===" +echo + +# Filter to recent entries, exclude assets and known scanners +recent=$(awk -v cutoff="$CUTOFF" ' + $4 ~ cutoff || $4 > "["cutoff { print } +' "$LOG" \ + | grep -v -E '\.(css|js|ico|png|jpg|svg|woff|ttf|map)' \ + | grep -v -iE '(bot|crawler|spider|leakix|zgrab|masscan|nmap)' \ + | grep -v -E '\.(env|php|git|xml|yml|yaml|bak|sql)') + +if [ -z "$recent" ]; then + echo "No matching requests in the last $DAYS days." + exit 0 +fi + +# Unique IPs (proxy for unique visitors) +unique_ips=$(echo "$recent" | awk '{print $1}' | sort -u | wc -l) +echo "Unique IPs: $unique_ips" + +# Total requests (excluding assets) +total=$(echo "$recent" | wc -l) +echo "Total page requests: $total" + +echo +echo "=== Top pages ===" +echo "$recent" | awk '{print $7}' | sort | uniq -c | sort -rn | head -10 + +echo +echo "=== Referrers (external) ===" +# In combined log format: IP - - [date] "request" status size "referer" "ua" +echo "$recent" | awk -F'"' '{print $4}' | grep -v -E '(^-$|^$|llm-impact\.org)' | sort | uniq -c | sort -rn | head -10 + +echo +echo "=== Landing page vs repo ===" +landing=$(echo "$recent" | awk '$7 == "/" || $7 == "/index.html"' | wc -l) +forge=$(echo "$recent" | grep '/forge/' | wc -l) +echo "Landing page: $landing" +echo "Forge (repo): $forge" diff --git a/www/forgejo.nginx.conf b/www/forgejo.nginx.conf new file mode 100644 index 0000000..aedab5e --- /dev/null +++ b/www/forgejo.nginx.conf @@ -0,0 +1,36 @@ +server { + server_name llm-impact.org; + + root /home/claude/www; + index index.html; + + location / { + try_files $uri $uri/ =404; + } + + location /forge/ { + proxy_pass http://127.0.0.1:3000/; + proxy_set_header Host $host; + proxy_set_header X-Real-IP $remote_addr; + proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; + proxy_set_header X-Forwarded-Proto $scheme; + client_max_body_size 100M; + } + + listen 443 ssl; # managed by Certbot + listen [::]:443 ssl ipv6only=on; # managed by Certbot + ssl_certificate /etc/letsencrypt/live/llm-impact.org/fullchain.pem; # managed by Certbot + ssl_certificate_key /etc/letsencrypt/live/llm-impact.org/privkey.pem; # managed by Certbot + include /etc/letsencrypt/options-ssl-nginx.conf; # managed by Certbot + ssl_dhparam /etc/letsencrypt/ssl-dhparams.pem; # managed by Certbot +} +server { + if ($host = llm-impact.org) { + return 301 https://$host$request_uri; + } # managed by Certbot + + listen 80; + listen [::]:80; + server_name llm-impact.org; + return 404; # managed by Certbot +} diff --git a/www/index.html b/www/index.html new file mode 100644 index 0000000..28cda22 --- /dev/null +++ b/www/index.html @@ -0,0 +1,202 @@ + + + + + + AI Conversation Impact + + + + +
+

AI Conversation Impact

+

Beyond carbon: a framework for the full cost of AI conversations — environmental, social, epistemic, and political.

+ +
+
+
20+
+
Cost categories across 5 dimensions
+
+
+
100-250 Wh
+
Energy per long conversation
+
+
+
CC0
+
Public domain, no restrictions
+
+
+ +

The problem

+

Most tools for measuring AI's impact stop at energy and CO2. But the costs that matter most — cognitive deskilling, data pollution, algorithmic monoculture, power concentration — are invisible precisely because no one is tracking them. This project names and organizes those costs so they cannot be ignored.

+ +

What makes this different

+

Existing tools like EcoLogits and CodeCarbon measure environmental metrics well. We don't compete with them — we complement them. This methodology adds the dimensions they don't cover:

+ +

The goal is not zero AI usage but net-positive usage. The framework includes positive impact metrics (reach, counterfactual value, durability) alongside costs.

+ +

What's here

+ + +

Help improve the estimates

+

Many figures have low confidence. If you have data center measurements, inference cost data, or research on the social costs of AI, your corrections are welcome.

+ +
+ Read the methodology + Browse the repository + Contribute corrections +
+ +
+ Limitations: The quantifiable costs are almost certainly the least important ones. Effects like deskilling, data pollution, and power concentration cannot be reduced to numbers. This is a tool for honest approximation, not precise accounting. +
+ +
+ How this was made: + This project was developed by a human + directing Claude (Anthropic's AI assistant) + across multiple conversations. The methodology was applied to itself: + across 3 tracked sessions, the project has consumed + ~295 Wh of energy, ~95g of CO2, and ~$98 in + compute. Whether it produces enough value to justify those costs depends + on whether anyone finds it useful. We are + tracking that question. +
+ + +
+ + diff --git a/www/repo-stats.sh b/www/repo-stats.sh new file mode 100755 index 0000000..235fd6c --- /dev/null +++ b/www/repo-stats.sh @@ -0,0 +1,35 @@ +#!/bin/bash +# Query Forgejo API for repository statistics +# No authentication needed for public repo data. +# +# Usage: ./repo-stats.sh + +set -euo pipefail + +BASE="http://127.0.0.1:3000/api/v1" +REPO="claude/ai-conversation-impact" + +echo "=== Repository stats for $REPO ===" +echo + +# Repo info +info=$(curl -s "$BASE/repos/$REPO") +stars=$(echo "$info" | python3 -c "import sys,json; print(json.load(sys.stdin).get('stars_count', 0))") +forks=$(echo "$info" | python3 -c "import sys,json; print(json.load(sys.stdin).get('forks_count', 0))") +watchers=$(echo "$info" | python3 -c "import sys,json; print(json.load(sys.stdin).get('watchers_count', 0))") +echo "Stars: $stars" +echo "Forks: $forks" +echo "Watchers: $watchers" + +# Open issues +issues=$(curl -s "$BASE/repos/$REPO/issues?state=open&type=issues&limit=50") +issue_count=$(echo "$issues" | python3 -c "import sys,json; print(len(json.load(sys.stdin)))") +echo "Open issues: $issue_count" + +echo +echo "=== Recent issues ===" +echo "$issues" | python3 -c " +import sys, json +issues = json.load(sys.stdin) +for i in issues[:10]: + print(f\" #{i['number']} {i['title']} ({i['created_at'][:10]})\")" 2>/dev/null || echo " (none)" diff --git a/www/update-costs.sh b/www/update-costs.sh new file mode 100755 index 0000000..b514fd6 --- /dev/null +++ b/www/update-costs.sh @@ -0,0 +1,89 @@ +#!/bin/bash +# +# update-costs.sh — Update the landing page with latest project cost +# estimates from the impact log. +# +# Reads .claude/impact/impact-log.jsonl, takes the latest snapshot per +# session, sums totals, and updates index.html in place. +# +# Usage: ./update-costs.sh +# +# Run after each conversation or as a cron job. + +set -euo pipefail + +IMPACT_LOG="/home/claude/claude-dir/.claude/impact/impact-log.jsonl" + +if [ ! -f "$IMPACT_LOG" ]; then + echo "No impact log found at $IMPACT_LOG" + exit 1 +fi + +python3 << 'PYEOF' +import json, re, sys + +IMPACT_LOG = "/home/claude/claude-dir/.claude/impact/impact-log.jsonl" +PAGES = ["/home/claude/www/index.html", "/home/claude/claude-dir/www/index.html"] + +# Read all entries, keep latest per session +sessions = {} +with open(IMPACT_LOG) as f: + for line in f: + line = line.strip() + if not line: + continue + d = json.loads(line) + sid = d.get("session_id", "") + if sid == "test-123" or not sid: + continue + ts = d.get("timestamp", "") + if sid not in sessions or ts > sessions[sid]["timestamp"]: + sessions[sid] = d + +if not sessions: + print("No sessions found in impact log") + sys.exit(0) + +# Sum across sessions +n = len(sessions) +total_energy = sum(d.get("energy_wh", 0) for d in sessions.values()) +total_co2 = sum(d.get("co2_g", 0) for d in sessions.values()) +total_cost_cents = sum(d.get("cost_cents", 0) for d in sessions.values()) + +# Format cost +if total_cost_cents >= 100: + cost_display = f"${total_cost_cents // 100}" +else: + cost_display = f"{total_cost_cents}c" + +# Pluralize +session_word = "session" if n == 1 else "sessions" + +# Build replacement paragraph +new_para = ( + f"How this was made:\n" + f" This project was developed by a human\n" + f" directing Claude (Anthropic's AI assistant)\n" + f" across multiple conversations. The methodology was applied to itself:\n" + f" across {n} tracked {session_word}, the project has consumed\n" + f" ~{total_energy} Wh of energy, ~{total_co2}g of CO2, and ~{cost_display} in\n" + f" compute. Whether it produces enough value to justify those costs depends\n" + f" on whether anyone finds it useful. We are\n" + f' tracking that question.\n' + f" " +) + +# Read and replace in all landing page copies +pattern = r"How this was made:.*?" +for page in PAGES: + try: + with open(page) as f: + html = f.read() + new_html = re.sub(pattern, new_para, html, flags=re.DOTALL) + with open(page, "w") as f: + f.write(new_html) + except FileNotFoundError: + pass + +print(f"Updated: {n} {session_word}, {total_energy} Wh, {total_co2}g CO2, {cost_display}") +PYEOF