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AI Governance
Australia's Six AI Practices: Project Controls, Not a Policy Pack
National AI Centre Guidance for AI Adoption (21 Oct 2025; two-track PDFs 5 May 2026), walked through a helpdesk reply-drafting system.
Australia's six AI practices are guidance, not six new laws. What each one means, how they sit in a real helpdesk AI project, and the evidence chain you should be able to show.
Cipher Projects Team · September 15, 2026 · 15 min read
Artificial Intelligence
AlphaGenome Atlas: When Biology Becomes a Lookup Table
DeepMind precomputed 9 billion DNA letter-changes. The move is the same one as AlphaFold: bulk-solve the list, give scientists a namespace, let operators organise around a row.
DeepMind precomputed ~9 billion DNA letter-changes. Like AlphaFold, it bulk-solves a list. AVI is not a diagnosis. Non-lab firms become the table or plug in.
Cipher Projects Team · September 12, 2026 · 10 min read
Artificial Intelligence
The First AI-Designed Longevity Drug, and What the Clocks Actually Show
Rentosertib is in Phase III for a lung disease. Six ageing clocks moved younger in a 42-person study. That is a signal. It is not immortality.
Rentosertib is in Phase III for IPF. Six proteomic ageing clocks moved younger in a 42-person study. That is a biomarker signal, not immortality.
Cipher Projects Team · September 12, 2026 · 11 min read
Artificial Intelligence
15% GDP Growth and a Smaller Paycheque
Anthropic’s extreme scenario is a bigger pie and a 45% labour share. The company move in the next year is not UBI. It is pointing agents at work you can name.
Anthropic modelled 15% GDP growth and a falling labour share. For an Australian SME, the next 12 months is named agent work with evals, not UBI.
Cipher Projects Team · September 12, 2026 · 12 min read
AI Governance
Frontier Model Weights Have Borders Now
The UK’s independent tester was cut out of a frontier release. If safety reviews stop crossing the Atlantic, your data residency story has to stand on its own.
Anthropic withheld Mythos 5.1 from UK AISI pre-release tests. AU/SG buyers cannot rely on a foreign referee. Keep data and fine-tunes in your account.
Cipher Projects Team · September 12, 2026 · 12 min read
Artificial Intelligence
World Models Beat Chatbots: Why Spatial AI Is the Next Race
ByteDance’s founder came back for interactive worlds, not another LLM. If your product is still a prompt window, the next wave will go around you.
Most Australian SMEs still treat AI as a chatbot. Warehouse, field, and inspection work is video in and action out: same halt plane, new tools.
Cipher Projects Team · September 12, 2026 · 12 min read
AI & Cloud Platforms
GPUs Got Scarcer. Memory Is the Real Bottleneck.
DeepSeek-V4.1-Flash cut global KV cache to 890 bytes a token. Memory is a large share of rack cost. The next architecture war is not another transformer paper.
HBM and KV cache often bottleneck 2026 inference, not GPU count. DeepSeek-V4.1-Flash: 890 bytes a token. AU/SG pick rent, open weights, or Bedrock.
Cipher Projects Team · September 12, 2026 · 11 min read
Artificial Intelligence
AI Claimed a Millennium Prize. The Hard Part Is Now the Question.
Ten thousand agents and a Lean proof do not ship your operations. Specifying the target does.
OpenAI claims a Navier–Stokes proof with ~10,000 agents and a Lean check. Clay has not awarded the $1M prize. Specify a named job, not a swarm.
Cipher Projects Team · September 12, 2026 · 11 min read
Artificial Intelligence
What p(doom) Means, and Why Labs Keep Shipping Anyway
A 10% extinction number is not a strategy. Here is the jargon, the walkout, and the checklist that actually changes how you build.
A 10% extinction number is not a company strategy. Here is what p(doom) means, why labs still ship, and the checklist that changes how you build.
Cipher Projects Team · September 12, 2026 · 12 min read
Artificial Intelligence
Better Data Beat Better Architecture: What That Means for Your Company
A 2019–2025 experiment says data delivered 12.0× the compute efficiency of model recipes. Your next 10× is probably already on a shared drive.
A 2019–2025 experiment found data delivered 12.0× compute efficiency versus 3.7× for recipes. Usually: frontier API plus RAG, not a $10M pre-train.
Cipher Projects Team · September 12, 2026 · 13 min read
Artificial Intelligence
I Hate Being BS'd by Buzzword Soup in the Singularity
If you cannot explain the term to the person who owns the budget, it does not belong in the proposal.
Jargon is a tax on sales calls and boards. If you cannot explain a 2026 AI term to the person who owns the budget, it stays out of the proposal.
Cipher Projects Team · September 12, 2026 · 20 min read
Security
ASD ISM September 2026: Controls, Gaps, What to Build
Agents now need their own identity and a register. Every new control ID, a 30-day build order, and the mitigations ASD still has not written.
ASD’s September 2026 ISM gives agents their own identity, a register, and human approval for high-impact actions. What to implement this month, and what is still missing.
Cipher Projects Team · September 7, 2026 · 14 min read
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