Shayne Heffernan

Thoughts

Five streams. What I think about artificial intelligence, what I think about thinking, what I think about markets, what the longevity evidence actually supports, and the parts of life that have nothing to do with either. All of it published at Live Trading News.

AI

The build-out, the quantum timeline, and what any of it is actually for.

141 recent

Thinking

Judgement, independence, and staying non-fungible in an AI world.

21 recent

Markets

Stocks, macro, ramblings and the KXCO build.

153 recent across four streams

Longevity

Healthspan science, and separating the evidence from the sales pitch.

20 recent

Life

Food, travel, sport, and the unoptimised parts that refill the well.

12 recent

Latest

6 October 2026

KXCO Now Verifies ML-DSA-87 in Consensus, the Signature Level Named by the NSA

On 6 October 2026 KXCO's chain began verifying ML-DSA-87 signatures as a rule of consensus, and the first ML-DSA-87 identity registered 28 seconds later. ML-DSA-87 is the category 5 level of NIST's FIPS 204, specified by the NSA for US national security systems and preferred by Australia's Information Security Manual. KXCO ships it for signing and for keys held in hardware, accepts it across its network and verifies it on chain, and anyone can check a verdict.

5 October 2026

Weekly Market Outlook: Fed Minutes, Anthropic and OpenAI IPOs, Gold, Bitcoin, FX

The Fed raised rates in September and payrolls rose 29,000, per the Labor Department. This week the FOMC minutes, three Treasury auctions and a 10-year near 5.3 percent test that gap. Anthropic's IPO clock runs toward a 14 October investor day while OpenAI's chief executive says not 2026. Gold sits 26 percent below its record, bitcoin near $85,500, the dollar up three weeks running. Two knowledge graphs from KXCO's records map the IPO backers and the FDA board.

5 October 2026

Post-Quantum Has a Deadline: 2030 for Keys, 2031 for Signatures

Executive Order 14412 gives federal high-value systems until 31 December 2030 for post-quantum key establishment and until 31 December 2031 for signatures. Six of the seven official calendars put a milestone in 2030. The Order reaches vendors through the contract, the purchase, the build, the data and the inventory. The runtimes already moved: a stock Node.js client negotiates X25519MLKEM768 by default. What is left is in the application.

5 October 2026

The FDA Calendar to April 2027: 5 Biotech Stocks From the KXCO Biotech Ontology

The KXCO Biotech Ontology's board carries 11 pending FDA filings, due by 23 April 2027. Ranked on approval standing, the top five are BridgeBio's BBP-418, Cogent's bezuclastinib, Belite Bio's tinlarebant, Novo Nordisk's CagriSema and BioMarin's vosoritide. Ranked on consensus upside, they are Cullinan, Savara, Intellia, Mineralys and Pharvaris. No name is on both lists. This report covers BridgeBio, Cogent, Mineralys, Pharvaris and Savara.

4 October 2026

The Evil Legacy of the French Revolution

The French Revolution is still sold as the birthday of the modern world. The ledger does not match the posters. It seized the Church's land and floated its paper money on the seizure, hunted the priests who would not swear, defined the nobility as a moral enemy, and put in their place a political class accountable chiefly to itself. Four knowledge-graph exhibits trace who put the king and queen on the scaffold, and how the template left France.

2 October 2026

Hegseth's AutoWarCom: Who Builds It, What the Money Buys, and the Record It Needs

Pete Hegseth's Autonomous Warfare Command is a four-star proposal that needs Congress by 1 October 2027. Until then Project Agincourt holds the work, and the money moves through Drone Dominance, the Army's counter-drone contracts and DIU. The software layer, Palantir's Maven, Anduril's Lattice and Shield AI's Hivemind, is the one the KXCO AI Sector ontology had mapped before the speech. After Minab, its hardest problem is the record, not the model.

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