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Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
AXIOMAX MIND · Verifiable AI Sustainability
axiomaxllc · 2026-06-08 · via Hacker News - Newest: "AI"

Patent Pending USPTO 64/081,419

Cryptographic proof of your AI sustainability. Auditor-ready.

The world's first platform that issues mathematically verifiable carbon attestation tokens for AI inference workloads. Validate independently. Trust the math, not the marketing.

Built for the regulatory frameworks driving 62,000+ companies

CSRD·SEC Climate Rule·California SB 253·ISO 14001·GHG Protocol

The Credibility Gap

Self-declared ESG is no longer enough

Bloomberg, The Guardian, and Carbon Brief have spent three years dismantling the credibility of corporate sustainability reports. CFOs are exposed every audit cycle. The next CSRD review demands something stronger than declarations.

Today: Cloud AI sustainability reports

Your provider tells you your footprint. Your auditor cannot independently verify those numbers. Your CFO signs an estimate.

  • Self-declared by provider
  • No third-party verification
  • No mathematical proof
  • Regulatory exposure on every cycle
  • Vulnerable to greenwashing investigations

With AXIOMAX MIND: cryptographic certification

Every inference measured locally, hash-chained, ed25519-signed. Any auditor validates independently. No trust required.

  • Measured on dedicated hardware at your facility
  • Cryptographically signed in real time
  • Verifiable by KPMG, Deloitte, EY, PwC independently
  • Mathematically defensible in audit
  • Patent Pending USPTO protection

How It Works

Three steps. Pure mathematics. Zero trust required.

From inference to verifiable certificate in milliseconds. The cryptography is the contract.

01

Measure on-device

AXIOMAX MIND vertical brain runs offline on dedicated hardware at the client facility. Every inference captures tokens, duration, SoC energy profile, and the cloud-equivalent footprint that would have been spent in Azure, AWS, or Google Cloud.

capture(inference) → metrics

02

Chain and sign

Each inference becomes a SHA-256 hash, chained to the previous. Periodically the batch is signed with the client's dedicated ed25519 keypair. Tamper with any value and the chain breaks instantly.

hash + chain + ed25519(batch)

03

Verify independently

Your auditor validates the signed token at our public verifier. No login required. No data sent to AXIOMAX servers. The math either checks out or it doesn't.

verify.axiomaxllc.com/v1/verify

Addressable Market

62,000+ companies need this now

The regulations are already in force. The credibility crisis is already public. Your competitors are already exposed.

50K

CSRD obligated EU

Phased mandatory verification through 2028. Third-party assurance required.

7K

SEC ESG public USA

US Climate Disclosure Rule. Scope 1 and 2 emissions, eventually Scope 3.

5K

California SB 253

Mandatory for $1B+ revenue. Third-party verified emissions disclosure.

10+

Carbon credit verifiers

Verra · Gold Standard · ACR · CAR · Puro Earth · BeZero · Sylvera.

This is what an audit-ready token looks like

Every AXIOMAX MIND inference produces a structured token. Your auditor opens the verifier, pastes the JSON, sees green or red. The cryptographic signature is the only thing that matters.

Try the Verifier →

"v": "axiomax_esg_token_v1",

"client_id": "acme_corp_2026",

"ts_issued_utc": "2026-06-07T07:06:07Z",

"n_inferences": 847,392,

"total_wh_saved": 21,438.6,

"total_co2_kg_saved": 8.253,

"first_hash": "31d2735f157d796f...",

"last_hash": "fc9dffa2b59de843...",

"chain_integrity": true,

"signature_ed25519":

"065d78aada3695cddf88b11ce363243808cdfa948e..."

Quantify the Impact

How much can your team certify and save?

Plug in your monthly AI inference volume. We calculate your verifiable carbon savings, water saved, and avoided cloud cost. Numbers update live.

Monthly inferences

Internal Copilot, Bedrock, GPT-4 calls per month

Avg tokens per inference

Typical: 500 (chat), 1500 (RAG), 4000 (long-form)

Current cloud provider

Region

$270,000

Annual cloud cost avoided

5.48 MWh

Energy saved per year

522,000 L

Water saved per year

2.11 tons

CO₂ equivalent saved per year

Estimates use AXIOMAX's calibrated trade-secret coefficients across SoC profiles, datacenter PUE, and regional carbon intensity. Actual savings vary by workload mix. Schedule a demo for a precision audit-grade quote.

Beyond Carbon Shield

The full AXIOMAX MIND brain platform

ESG Carbon Shield runs on top of AXIOMAX MIND, our family of vertical adaptive AI brains operating fully offline at the client's facility. Six USPTO patents protect the combined architecture.

AXIOMAX MIND Healthcare

HIPAA-grade telemedicine brain. Receptionist, intake, scheduling. Active deployment: Virtual Healing Solutions, Puerto Rico (medical general, pediatrics, cannabis medicine).

Patent USPTO 64/060,460 (base brain) · BAA-ready · Per-clinic LoRA

💼

AXIOMAX MIND Wealth Advisor

Private intelligence for family offices, RIAs, and HNW advisory firms. Portfolio analysis, market context, scenario modeling. Client data never leaves their hardware.

Verifiable, Patent Pending · 4-week onboarding · Ethics-policy compliance

🛡

AXIOMAX MIND AxioDefensa

Bilingual insurance appeal generator for denied medical claims. Patient writes claim in natural Spanish or English, brain drafts the appeal at attorney-grade quality.

Patent USPTO 64/061,675 · Hispanic-first · SOC for individuals

🌐

AXIOMAX MIND Translation Bridge

Real-time three-party translated conversations with brand-memory mediation. Five inventions in one patent. Identity-preserving voice cloning. Speaker biometric routing.

Patent USPTO 64/078,986 · Multi-tenant · Voice IP protected

AXIOMAX MIND Industrial Maintenance

Predictive maintenance for capital-intensive industries. Plant operators get the failure forecast 7-14 days early. Combines with ESG Carbon Shield for verifiable energy savings.

Vertical adaptation per asset · Per-site LoRA · Edge inference

📦

AXIOMAX MIND Virtual Office / CMRA

Mailroom intelligence for Commercial Mail Receiving Agencies and coworking operators. Mail classification, response drafting, USPS compliance autopilot.

Partner alignment in progress · Postal compliance automation

All six verticals run the same offline architecture. All six contribute attested data to your ESG Carbon Shield.

Discuss a custom vertical →

Why we built this

A small team from Puerto Rico, six patents, zero VC.

In late 2024 we noticed that every enterprise sustainability report involving artificial intelligence was based on numbers the customer could not independently verify. Bloomberg had spent three years dismantling that credibility. Watershed, Persefoni, Sweep, all of them aggregated self-declared figures from cloud providers.

We built AXIOMAX MIND as a family of brains that operate offline at the client's own facility. We then realized the same architecture could solve the verification crisis. Each inference produces a cryptographically signed token. Any auditor anywhere can validate it independently.

We have six USPTO patents in process and zero outside investment. Bootstrapped from Salinas, Puerto Rico. We believe the next generation of climate technology will be built like this: small teams, open math, defensible IP, and no compromises on customer privacy.

CS

Charles Santana

Founder, CEO

6

USPTO Patents in process

62K+

Addressable companies

PR

Puerto Rico headquartered

Talk to the founders.

Demos are conducted personally by Charles Santana, founder of AXIOMAX LLC. Schedule a 30-minute briefing this week.

Schedule a Demo →