Director @ Traigun Pty Ltd | Building Traigun AI + ProofLog | AI Governance • GRC • Better Business Systems | Practical, evidence-based, human accountable.traigun.org AustraliaJoined July 2023
@MRobertsQLD First it was Euthanasia and now this. Covid-19 showed the lack of ethics and morality in the health and pharmaceutical industry. Australia may soon have human guineas industry.
@elonmusk Not possible without government bias and policy changes. EVs including Tesla X, Y, Z, etc. are still the top vehicles that loose most of their value within 3 years. Direct beneficiaries of never ending wars and climate change agendas.
The U.S. sanctions the ICC. India keeps the IWT in abeyance anyways.
Critics call it defiance. It’s actually basic sovereignty:
No Consent, No Jurisdiction: International tribunals derive authority entirely from sovereign consent. Enforcing mandates without ratification or bypassing agreed treaty mechanisms creates legal overreach, not law.
Electorates Over Unelected Judges: National leaders answer to their citizens for energy access, water security, and border defense. Overseas panels bear zero accountability for the real-world fallout of their decrees.
Survival Over Optics: Freezing critical domestic infrastructure or tying the hands of national security to satisfy a distant bench is strategic negligence.
International law is a framework for cooperation, not a supranational government. When courts overreach, sovereign pushback is the corrective mechanism.
@sentdefender With general purge in both Chinese and American defence forces we can conclude that both of them are ill prepared for any push comes to the shove. So no war in the Pacific anytime soon. The 🎭 will stay focused on Eurasia and West Asia 🌏 for the time being.
@EricLDaugh It's more to do with what happened to Iranian leadership. With AI it can be done to any system, any leadership, anywhere, where they have these surveillance devices.
@PCA_CPA@HinaRKhar No international law can make blood and water flow together. Try enforcing this award and rewarding your flawed moral, legal and spiritual authority. Operation Sindoor isn't paused, Mecca pact, China, USA, none can save your artificial, corrupt and terrorist state.
A citizen is a tax mule of the bankers.
Commercial banks don’t lend out existing wealth—they manufacture currency out of thin air through keystrokes, charge you compound interest for the privilege, and use the state as their collection agency.
The architecture of commercial banking extraction:
Money from the Void: Over 90% of the money supply is created as private commercial bank credit, mathematically trapping the entire economy in perpetual, unpayable compound interest.
The Sovereign Shield: Commercial banks buy government bonds to secure risk-free yield, turning sovereign power into their private annuity stream.
Taxes as Debt Servicing: Your taxes don’t fund public prosperity; they exist to guarantee the interest payments on debt owed directly to commercial balance sheets.
Asymmetric Risk: When commercial bank leverage succeeds, shareholders pocket record profits. When it fails, they demand liquidity backstops and public bailouts.
Politicians funded by them don't govern the system for the citizens—they merely manage the tax revenue needed to keep commercial bank balance sheets solvent.
This is the reality behind democratic illusion.
What's the problem when almost half the Punjabi population is Hindu? If you add Haryana then it maybe 75% or more? When was the last time Punjab had a Hindu CM? If Punjabis can vote for Congies, lefties, Kaalis and Jhadus then what's the problem with Bhajpa/ABVP? Status quo is wheat rice cycle and sudkhori. Many marginal farms are being rented out. Farming is already unviable for many. What are we holding onto? Biaj and theka?
@starmexxx A visualisation of 2,600 agents that never drop a thread is not a record. Model output is still not a business action until a named person has reviewed it.
A screenshot is going around of a bot that “ran a trucking company in eight days.” That post is not the story. It is one example. The same pitch now wears an IT, law, finance, medicine and science costume.
The error is always the same. A watch loop gets sold as a write loop.
Watching for a missing file, a red test, an unmatched invoice or an odd result is not the same as dispatching, merging, filing, paying, prescribing or publishing. One can sit behind a named reviewer. The other is a business action.
Your staff are already using AI. Can you prove it is being governed? A fluent thread is not proof. “I still glance at it” is not a control. Chat is not the record.
This is how GRC dies. Teaching a task is treated as policy. Portal login is treated as integration. One agent “runs the practice” with no owner. Money, messages, movement and professional acts share a loop with the inbox. Credentials, personal information, privileged material and regulated records go into a public tool.
AI may analyse, draft, classify, recommend and propose. Named people remain accountable. Model output is not a business action until it has been reviewed. Govern the work before the tool runs it.
Four constraints before you schedule anything:
1. Inventory — tools, use cases, information, owners. You cannot govern what you have not identified.
2. Editable surfaces — statute and hard numbers stay read-only. Policy may be proposed, not silently changed. A person still publishes.
3. Output-to-action — draft is not send. Flag is not dispatch. A note is not a consultation. A figure is not a result.
4. Named review for external effect — money, messages, movement, filings, clinical acts, publication.
Before anything is pasted in: Green is public and general, then verify. Amber is internal or commercial — approved route, named approver, keep a record. Red is personal, confidential, privileged, credentials, bank detail, regulated files. Public tools are the wrong door.
Distinguish AI use from AI dependency. If a qualified person cannot rebuild the work without the bot, you hollowed the profession.
Ask every pitch, including this one: What is the record after the thread closes? What is the agent forbidden to do even if it is confident? Where does a wrong send get stopped? Can a qualified human still do the job if the bot is down or wrong?
If the answer is “it logs into the same portals I already use,” that is a session cookie and a story. Bots replace busywork. They do not replace accountability.
Use AI. Govern it. Systemise it. Prove it.
traigun.orgtraigun.org/can-i-put-this…traigun.org/ai-governance-…
Labor's ASIO Law To Snatch You Off The Street, No Warrant, No Lawyer | CITIZENS REPORT 20 August 2026
A dark day for civil liberties and the rule of law. Today Parliament guillotined debate on the ASIO Bill No. 2 giving ASIO the power to detain Australians without a warrant, deny them a lawyer, interrogate them for a week without right to silence, and jail them for up to 5 years for refusing to talk or telling anyone it happened. Anthony Albanese once compared these powers to Nazi-era laws, now he's expanding them.
Elisa Barwick and Robert Barwick break down:
- How the Labor-Coalition "uni-party" deal guillotined debate to just one hour
- What the ASIO Bill actually allows — and who it can target
- Albanese's own 2003 speech denouncing these very powers
- David Shoebridge's fiery Senate speech on the secret deal
- The AUKUS inquiry that exposed cross-party cover-ups (Gareth Evans, Malcolm Turnbull, Bob - Carr, Christopher Pyne testify)
- David McBride's release from prison after blowing the whistle on Australian war crimes
- The ongoing injustice of Dan Duggan, still imprisoned without conviction
hubs.li/Q04tXCJB0
Blaming immigrants has become the ultimate distraction in Australian politics.
It gives politicians an easy emotional lightning rod while completely dodging the country's actual structural crises:
1. The Demographic Cliff Australia’s fertility rate is ~1.5 and the population is aging rapidly. Cutting intake without serious family support, tax reform, or childcare fixes simply accelerates the fiscal squeeze—leaving a shrinking workforce to fund an exploding aged-care bill. Unsustainable.
2. "Headline" Growth vs. Real Productivity For two decades, governments pumped population numbers to fake GDP growth while per-capita wealth stagnated. Shouting about migration caps ignores the real issue: zero appetite for genuine supply-side reform, cutting business red tape, or funding domestic R&D.
3. Total Silence on State Overreach Australia remains the only Western democracy without a federal Bill of Rights. While the political right obsesses over borders, the state quietly expands digital surveillance, data retention, digital ID frameworks, and anti-protest laws with virtually no pushback.
4. Housing Policy Deflection It’s much easier to blame migrants for rents than to admit the crisis is driven by restrictive council zoning, slow development approvals, state infrastructure backlogs, and speculative tax settings.
Targeting migration buys cheap headlines, but it does nothing to fix demographic decline, eroding civil liberties, or a stagnant economy.
33 Followers 211 FollowingMy name is John Smith, a Digital marketer. Currently I am work in https://t.co/L08CXq55Me - a USA-based Digital Marketing Service. Le Improve your Business
417 Followers 3K FollowingCEO & Portfolio Manager at Gilman Hill Asset Management. Income & Dividend Lover, @CNBC Contributor.
I WILL NEVER DM or SELL you anything. Pls report fakes
1K Followers 1K FollowingThere are all kinds of funny people in this world
We have to find the man we need 😇
🇪🇺/🇺🇸
#Music #Coffee #Food #Traveller 🚫crypto ‼️
431 Followers 5K FollowingNavigating the ASX & real estate portfolio beyond financial freedom. Assume I'm paid a fee for my tweets. Not financial advice. That Stock Chick®
4K Followers 981 FollowingOfficial Page of Rodriguez Lisa 🗝️Legacy & Leverage for Motherhood ❤️Create time & financial overflow. Other accounts @rodriguezzlisa
715 Followers 252 FollowingAward-winning agency offering integrated, insights-driven healthcare communication. Experts in branding, Digital & Social Media, PR and Medical Content.
6K Followers 4K FollowingHumanist. Egalitarian. Free Thinker. Non Conformist. Rationalist. Modi Bhakt. Blessed to be followed by Modiji 🙏🏻🙏🏻🙏🏻
No DMs Please!
107K Followers 52 FollowingWorld Labs is a spatial intelligence company, building frontier models that can perceive, generate, and interact with the 3D world.
1.8M Followers 292 FollowingMinister for Railways, Information & Broadcasting, Electronics & Information Technology, Government of Bharat | Former IAS | Alumnus @IITKanpur @Wharton
98K Followers 0 FollowingThe official home of Google's Gemma. Lightweight, state-of-the-art open models by Google DeepMind, built on Gemini tech. What will you build? 🚀💻
113K Followers 17 FollowingImpossible? Let’s see. From algorithms to neuroscience to AI, Google Research strives to progress science, advance society & improve billions of people’s lives.
473K Followers 9K FollowingFounder/CEO of Henry Intelligent Machines PBC and Creator Buddy ($300,000 ARR). Building a 100 trillion dollar economic engine
58K Followers 590 FollowingI 10x Revenue For Businesses With Super SEO. Favikon-Ranked #1 SEO Worldwide. TEDx Speaker. Best Seller Author. Consultation 👉 https://t.co/TDabfJdJGN
1.2M Followers 195 FollowingExecutive agency responsible for promoting economic prosperity & ensuring financial security of the United States. Led by 79th Treasury @SecScottBessent
1.1M Followers 63 FollowingIt's time to build.
https://t.co/A9eTFq6Xbx
Posts are not investment advice or an advertisement for investment services. See https://t.co/nX2FtaLE06.
186K Followers 324 FollowingThe UK's intelligence, security and cyber agency, helping to keep the UK safe online and in the real world. Follow the cyber security arm of our mission @NCSC.
146K Followers 449 FollowingWe are the National Cyber Security Centre – part of the UK’s intelligence & cyber agency @GCHQ. We help to make the UK the safest place to live and work online.
53K Followers 83 FollowingThe Australian Signals Directorate provides intelligence, cyber security and offensive operations in support of the Australian Government and the ADF.
13K Followers 1K FollowingFight anti-democratic corporate power over politics.
Don't believe liars when they lie to start wars.
https://t.co/G1M3soQpkV
867K Followers 378 FollowingFather of three, Creator of Ruby on Rails + Omarchy, Co-owner & CTO of 37signals, Shopify director, NYT best-selling author, and Le Mans 24h class-winner.
69K Followers 1 FollowingAuthorised by Senator Alex Antic, Liberal Party of Australia, 398 Main North Road, Blair Athol SA 5084. Click Highlights for BASED Podcast Episodes
6K Followers 501 FollowingCo-Founder & CEO @Wix. Part-time gamer, full time father.
Focused on software, AI and giving more people the power to create online.
1.9M Followers 1K FollowingCo-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs
510K Followers 91 FollowingTensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
844K Followers 361 FollowingTogether with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
4K Followers 981 FollowingOfficial Page of Rodriguez Lisa 🗝️Legacy & Leverage for Motherhood ❤️Create time & financial overflow. Other accounts @rodriguezzlisa
1.8M Followers 2 FollowingClaude is an AI assistant built by @anthropicai to be safe, accurate, and secure. Talk to Claude on https://t.co/ZhTwG8d1e5 or download the app.