a16z crypto researchers say Aerie aggregated 32,768 Falcon signatures in 0.65 seconds on a laptop, 29 times faster than leanVM on consensus signatures. Ethereum, which targets full quantum resistance by December 2029, has not committed to adopting it.
Reality
- Evidence55
- Adoption3
- Hype gap+25
- Incentives60
- Confidence70
Anthropic's Claude Mythos roughly halves the security of post-quantum signature candidate HAWK
Anthropic published two Claude Mythos cryptanalysis results on July 28, 2026, including a key-recovery attack that roughly halves HAWK's security. According to a July 29, 2026 blog post, HAWK is a proposed post-quantum signature scheme, and the companion AES result trims an old attack on a weakened cipher and leaves deployed AES as it was.
Publishers:blog.cryptographyengineering.com
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+10
- Incentives
- Not scored
- Confidence55
Nine crypto firms form a Quantum Alliance while executives split on 2028 and on freezing coins
Nine crypto companies launched the Quantum Alliance, which estimates that 6.4 million bitcoin, or 30.2% of supply, have public keys already exposed. Executives quoted by coindesk.com split on a 2028 arrival date and on whether to freeze vulnerable coins.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap
- Not scored
- Incentives60
- Confidence50
buildConfirmed5 publishers Google Quantum AI says magic state cultivation cut errors about 40x on its Willow chip, in a result published in Science. The up-to-95% overhead figure is an older estimate, and Google says the protocol still needs a larger-scale demonstration.
Perspective Coverage
5 publishers
- Builder
- Builder 41%
- Operator
- Operator 21%
- Investor
- Investor 38%
Reality
- Evidence68
- Adoption
- Not scored
- Hype gap+30
- Incentives60
- Confidence72
Starknet opened a seven-day nonbinding vote on October 15 asking STRK holders to back research into becoming a quantum-resistant Layer 1. A yes buys developer time and further votes, so the cost lands before any design exists.
Perspective Coverage
4 publishers
- Builder
- Builder 35%
- Operator
- Operator 19%
- Investor
- Investor 46%
Reality
- Evidence68
- Adoption
- Not scored
- Hype gap+35
- Incentives60
- Confidence72
Microsoft Research reports its Magnetar proof system runs 10 to 39 times faster on average
Microsoft Research says Magnetar proves Rust, Go and C programs 10 to 39 times faster on average than the prior fastest comparable systems. It also says the security rests only on standard hash functions, where it says other fast systems took on stronger assumptions.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+25
- Incentives60
- Confidence35
KPMG's survey of 400 CEOs ranks cybercrime ahead of inflation and geopolitics at 85%
KPMG's survey of 400 US CEOs finds 85% expect cybercrime to affect their prosperity, more than say so of inflation or geopolitics. The firm that ran it sells cyber defense work, and its chair calls the risk in decades-old systems a multi-billion dollar opportunity.
Reality
- Evidence40
- Adoption30
- Hype gap+25
- Incentives75
- Confidence50
Liquidations of $17.9 million equal under 1% of Zcash's 11% market-cap loss
Zcash fell 11% in 24 hours to an $18.5 billion market cap, per Decrypt data, after a 460% run from its March lows. Liquidated longs came to $17.9 million, under 1% of the roughly $2.3 billion lost, so leverage alone cannot account for the fall.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+20
- Incentives
- Not scored
- Confidence55
Coinbase, which says it custodies roughly 5% of all bitcoin, argues a new signature algorithm will not make the network quantum-resistant. Its list adds dormant coins, block space, MPC custody and full-node validation, and it wants work to start now.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+10
- Incentives55
- Confidence72
Coinbase, which says it custodies about 5% of all bitcoin, warned on October 13 that a quantum-resistant upgrade could take years. It backs BIP-360, P2TRv2 and hybrid wallets now and wants dormant and lost coins settled separately.
Perspective Coverage
3 publishers
- Builder
- Builder 47%
- Operator
- Operator 25%
- Investor
- Investor 28%
Reality
- Evidence55
- Adoption8
- Hype gap+12
- Incentives60
- Confidence68
buildConfirmed16 publishers IonQ agreed to buy cybersecurity firm Elisity for up to $1.3 billion in stock, including up to $150 million in earn-outs. IonQ says the purchase opens enterprise and government channels for its quantum offerings.
Perspective Coverage
18 publishers
- Builder
- Builder 20%
- Operator
- Operator 34%
- Investor
- Investor 46%
Reality
- Evidence68
- Adoption35
- Hype gap+30
- Incentives66
- Confidence75
Starknet's builders weigh a standalone L1 to get ahead of Ethereum's quantum timetable
Starknet's builders are weighing a standalone L1 aimed at a quantum-resistant network in 2027, Bankless reported. StarkWare's June 30 roadmap had no L1 option, and its third phase depends on Ethereum.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+20
- Incentives
- Not scored
- Confidence45
AI mathematics could weaken ML-DSA and Falcon within two years, Buterin says
Vitalik Buterin said on X on Oct. 7 that AI progress in mathematics could weaken lattice schemes ML-DSA and Falcon within two years. He suggested raising lattice key sizes tenfold to protect encryption outside blockchains.
Reality
- Evidence22
- Adoption
- Not scored
- Hype gap+25
- Incentives
- Not scored
- Confidence45
buildOne report1 publisher AWS publishes a reference pipeline for signing software artifacts with ML-DSA
AWS says teams can sign binaries, container images and SBOMs with ML-DSA today, using KMS, Private CA and IAM Roles Anywhere. CNSA 2.0 mandates exclusive quantum-resistant software signatures by 2030, and AWS dates the EU CRA's full effect to December 2027.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+20
- Incentives60
- Confidence45
Starknet says it is actively considering leaving Ethereum to become its own L1, with 2027 as its target for full quantum resistance. STRK rose about 20% to $0.073, Decrypt reported, so holders are already paying for an exit that is still only under discussion.
Perspective Coverage
5 publishers
- Builder
- Builder 37%
- Operator
- Operator 17%
- Investor
- Investor 46%
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+55
- Incentives45
- Confidence68
Charles Hoskinson said on Oct. 9 that Vitalik Buterin's AI warning could slow the lattice-based protections NIST standardized in 2024. Ethereum is the one project the sources show moving away from lattices, so the test is whether anyone else follows.
Reality
- Evidence42
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence60
STRK has more than quadrupled in 30 days as Starknet floats a Layer 1 shift that still needs governance approval
Starknet's STRK token gained about 322% in 30 days to October 12 on a proposal to leave Ethereum, while its DeFi total value locked rose 5% to 7%. The market cap now sits at several times that locked value.
Reality
- Evidence50
- Adoption15
- Hype gap+60
- Incentives
- Not scored
- Confidence50
Ethereum Foundation researcher Justin Drake says AI could break ECDSA in "months not years" and wants large holders on fresh addresses now. Custodians would bear most of the cost, and his evidence is a single AI math result.
Perspective Coverage
15 publishers
- Builder
- Builder 37%
- Operator
- Operator 34%
- Investor
- Investor 29%
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+50
- Incentives45
- Confidence62
Zakura expects post-quantum signature opcodes for Zcash's transparent payments in January
Zakura, a Zcash full-node builder, expects opcodes for hash-based signatures on transparent payments to land in Zcash in January. No date has been confirmed for switching them on across the network, so January is when the code arrives and the protection date is still open.
Reality
- Evidence35
- Adoption10
- Hype gap+30
- Incentives55
- Confidence40
The Pentagon is committing about $350 million to quantum computing aimed at military logistics, advanced materials and next-generation weapons. For vendors, the related money with a stated purpose so far pays to build quantum hardware.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+20
- Incentives55
- Confidence55
Earlier coverage
- Tron's quantum-resistant signatures still need governance approval to leave the Nile testnet
Invest · October 10, 2026 · Confirmed2 publishers
- Zcash developers target January for quantum-resistant signatures on the pool holding 70% of ZEC
Invest · October 9, 2026 · Confirmed3 publishers
- Most of Washington's $215 million quantum prize pays only after teams reach 100 logical qubits
Invest · October 8, 2026 · Confirmed2 publishers
- Europol tells crypto holders to move exposed wallet keys before quantum computers can break them
Invest · October 7, 2026 · Confirmed8 publishers
- Vitalik Buterin warns AI mathematics could weaken lattice cryptography within two years
Science · October 8, 2026 · Confirmed4 publishers
- Post-quantum-ready SSH runs on 6% of the hospital IoMT devices Forescout analyzed
Security · October 6, 2026 · Confirmed2 publishers
- OpenSSH 10.6 turns off LZ77 compression to stop a cross-channel plaintext leak
Build · October 6, 2026 · Confirmed5 publishers
- Quantus bets Near Intents' swap routing can stand in for an exchange listing of its QTC token
Invest · October 7, 2026 · Confirmed2 publishers
- HPE schedules its eight-GPU ProLiant Gen13 inference server for early 2027
Leadership · October 7, 2026 · Confirmed2 publishers
- Cloudflare's planned certificate authority targets Q1 2027 for post-quantum Merkle Tree Certificates
Security · September 30, 2026 · Confirmed4 publishers
- Just over half of PwC's 3,934 respondents call attacks on AI their biggest cyber gap
Security · October 1, 2026 · Confirmed3 publishers
- Cloudflare agrees to buy a GlobalSign root so its new certificate authority works on old devices
Build · September 29, 2026 · Confirmed2 publishers
- Buterin expects Ethereum's 2027 Hegotá fork to be the last one a 2015 user would recognize
Invest · September 28, 2026 · Confirmed2 publishers
- Google Cloud's 2029 post-quantum date now comes with line items your 2027 plan must answer
Security · August 15, 2026 · Confirmed2 publishers
- Go 1.27 lets you delete code: generic methods, four go fix modernizers, a leak profile
Build · August 20, 2026 · Confirmed5 publishers
- Two banks, three regulators, one 2-of-2 key: what the NEAR post-quantum pilot actually tests
Invest · August 24, 2026 · Confirmed2 publishers
- StarkWare put a quantum-safe bitcoin spend on mainnet, and priced it at $75 to $150
Invest · August 27, 2026 · Confirmed4 publishers
- Seven national cyber agencies reframe post-quantum migration as an economic risk
Security · September 3, 2026 · Confirmed5 publishers
- Apple's Reference Image mode signs a photo three times before it becomes a JPEG
Product · September 15, 2026 · Confirmed10 publishers