RIZE - AI for Gen Z
Athena Veritas · Environmental & Ethical Framework

EARTHSTREAM

Making AI's environmental impact visible and actionable. Through our Lightprint tracking system, education, and policy work, we're building a movement for transparent, accountable, and regenerative AI use.

Earthstream · For the Planet HumanStream · For the People
Executive summary

AI can be net-positive. We're building the tools to prove it.

Earthstream is Athena Veritas' first environmental pillar, "For the Planet". It exists because Big Tech built AI unsustainably, prioritising profit while justifying environmental cost with the promise that "AI will solve the problems it creates."

Our response: we're not waiting. We're building accountability tools now.

Mission

Drive AI toward net-positive environmental impact through awareness, reduction, regeneration, and industry-wide transparency.

Vision · 5 years

Lightprint integrated into all AV programmes, UK policy changed for transparency, and environmental tracking built into major LLMs.

01 · What is Earthstream?

AV's environmental conscience

Earthstream is an ethical pillar that influences every business decision and client interaction. It sits alongside HumanStream to form Athena Veritas' complete ethical framework.

Earthstream · For the Planet

Environmental impact tracking, transparency, regeneration.

HumanStream · For the People

Bias awareness, critical thinking, fairness.

Why this matters

Training one large language model = 5 car lifetimes of emissions.
Data centres consume massive energy and water, often in drought-stressed regions.
Equipment is non-recyclable due to chemical treatments; communities lose access to water and power.
The current UK AI Bill mentions the environment only once.

The risk: what if AI doesn't solve the problems it creates? Then what?

02 · The Lightprint system

A nutrition label for AI usage

Lightprint makes the invisible visible through session-level environmental tracking, then turns awareness into action across four steps.

1

Awareness

  • Track individual AI usage via the Lightprint form
  • Measure energy (Wh), water (L), CO₂ (g)
  • Categorise sessions: Light / Medium / Heavy / Intensive
  • Make impact tangible through relatable equivalents
2

Reduction

  • Use lighter models when possible
  • Batch prompts efficiently
  • Choose text over voice for quick queries
  • Don't be wasteful; avoid AI for easily Google-able information
  • Make conscious tool choices
3

Regeneration

  • Offset calculated impact through verified projects
  • Give back 20 to 30% more than used
  • Support UK reforestation, rewilding, biodiversity
  • Participate in a collective offsetting fund
4

Standardisation

  • Make environmental tracking mandatory across the industry
  • Advocate for transparency in the UK AI Bill and AI companies
  • Push for native integration in all LLMs
  • Create industry-wide accountability

Current implementation

03 · Who Earthstream serves

From our team to the whole industry

AV Team

Model conscious AI usage internally.

Clients & Students

Education through the Foundation Course.

Policymakers

Advocacy for transparency requirements.

AI Industry

Prove environmental accountability is possible and necessary.

General Public

Awareness and empowerment tools.

In practice

04 · Education & integration

Built into the Foundation Course

Students learn the problem (the scale of AI's impact), the solution (Lightprint as a tracking and awareness tool), individual action (lower impact without limiting productivity), system action (how we're working on policy change), and how to spread awareness with friends and family.

Key message: Big Tech built AI unsustainably, but that doesn't mean we can't do anything about it.

Gen Z focus

05 · Policy & advocacy

Bringing UK standards in line

Current work. A drafted letter to Lord Holmes proposes three UK AI Bill amendments: transparency reporting (annual energy and water intensity data), user awareness (session-level footprint labels), and continuous improvement (measurable reduction targets and low-carbon transition plans). Status: letter drafted, awaiting feedback; two further government contacts identified.

The gap

The UK AI Bill mentions the environment once and has stalled in the House of Lords. The EU AI Act (active since August 2025) includes mandatory energy-efficiency requirements. Our goal: bring UK standards in line, and show that transparency drives efficiency.

The evidence

When Google measured their AI usage in August 2025, energy consumption dropped 33× in one year. Measurement drives improvement.

Expanded outreach

If Lord Holmes doesn't engage: other Lords on the AI Bill committee, MPs on the Science & Technology Committee, Defra and DCMS officials, tech-policy bodies (TechUK, Coadec), environmental organisations (Carbon Tracker, ClientEarth), AI-ethics organisations (Ada Lovelace Institute), and tech and environmental journalists, each with a personalised email using AV's Lightprint data as proof of concept.

06 · Roadmap

From manual tracking to native integration

Phase 1 · Manual tracking, current to Q1 2026

Active pilot with the AV team. Collect a baseline (minimum one month), hybrid tracking (browser extension plus honour system), monthly reports showing patterns and improvements, and prove the Lightprint model works.

Immediate: compile website content, research AI-for-Good and offsetting partners, explore a Cudo partnership, contact Defra for regeneration guidance.

Phase 2 · Partnerships, Q2 to Q3 2026

Cudo Compute (co-fund a UK regeneration project, green infrastructure), environmental organisations (Woodland Trust, Wildlife Trusts, Rewilding Britain), and a policy coalition for the AI Bill amendments.

Community: launch the "Conscious AI User" programme (digital badge, membership, offsetting-fund voting). Requirements: Foundation Course, plus 3 months tracking, plus 15% reduction (or maintained impact with increased output), plus share with 3 people.

Phase 3 · Native integration, 2026 to 2027

UK AI Bill amended with environmental transparency; industry-standard Lightprint labelling; ideally Anthropic partners with AV to build Lightprint into Claude, with other LLMs following, so tracking becomes a default feature, not a third-party add-on.

Phase 4 · Regeneration & scale, 2027+

Launch a UK reforestation and rewilding project (the AV Forest), co-funded with partners, with site visits and volunteer days. A collective offsetting fund pooled from Lightprint usage, with quarterly democratic votes on verified projects. Lightprint becomes the universal nutrition label for AI, adopted internationally.

07 · Additional initiatives

The Earthstream Index

A monthly or quarterly public report: global AI energy data (IEA), UK policy progress, anonymised community impact, an AI-for-Good spotlight, and new research. Free, citable, visual, and actionable, positioning AV as the go-to source on AI's environmental impact.

AI for Good Showcase

A monthly feature highlighting one project using AI for genuine environmental benefit, contrasted with greenwashing. From 2026, annual awards, the "Oscars of Ethical AI", including Best Environmental AI Innovation, Most Transparent AI Company, and Conscious AI User of the Year, with a Climate Action Live component (Peace One Day / Jeremy Gilley).

08 · Success metrics

6 months

  • 20% reduction in team impact, same output
  • Lord Holmes response, plus movement on the Bill
  • All students complete the module
  • 50+ Conscious AI Users certified

1 to 2 years

  • Lightprint standard in client offerings
  • Cudo (or similar) partnership established
  • AV Forest launched
  • Index recognised as an industry reference

3 to 5 years

  • UK policy includes AI transparency rules
  • Lightprint native in a major LLM
  • Net-positive AI impact feels achievable
  • AV a leader in AI environmental accountability
09 · Challenges & honest limitations

What we're not claiming

Accuracy vs practicality. LLMs estimating their own footprint gives educated guesses, not precise measurements; real accuracy needs provider API and infrastructure data. Our approach is "good enough for impact": it proves the concept and drives policy change.

Cross-platform gap. Browser extensions exist for ChatGPT but not Claude, Gemini, or Grok. That gap is itself evidence for why native integration is necessary.

The honest position: track so you understand the problem, then we push for systemic change together.

10 · Key principles

The Earthstream ethos

  • "No shame, no slowdown": awareness before change, not restriction
  • "Awareness before perfection": some data beats no data
  • "Labels give people power": visibility enables choice
  • "We're not waiting": building tools now, not waiting for Big Tech
  • "Both/and thinking": individual action and system change

Decision framework

  • Is this essential to our mission, or just nice to have?
  • Can we get 80% of the benefit at 50% of the environmental cost?
  • Are there greener alternatives at similar cost and quality?

Environmental considerations are a filter, not always a blocker.

11 · Collaboration

Open to working together

Partnership opportunities across green compute (Cudo), UK regeneration (Woodland Trust, Wildlife Trusts, Defra), policy advocacy (Lord Holmes, parliamentary contacts), and research (academic and environmental organisations).

Timeline · 2026
MonthActionOutput
Jan 2026Complete 4 weeks baselineBaseline data established
Feb 2026Set reduction target, research sellersTarget set, quotes received
Mar to Apr 2026Implement reduction practicesTest conscious usage strategies
May 2026Evaluate reduction impact"Did usage decrease?"
Jun 2026Calculate final offset needKnow how many tonnes to buy
Jul 2026Purchase WCC units, update commsFirst offset completed; site reflects reality
Aug 2026+Annual review and repeatContinuous improvement

"It's not about slowing down AI; it's about making its impact visible so we can use it more wisely."

Ella Bolton, Earthstream Lead