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Quantum Computing Foundations — A Briefing Note with Sources
Quantum computing fundamentals briefing — error correction, hardware architectures, computational advantage, and where the field stands — key papers, expert commentary, and lab progress from January 2023 to April 2026
- academic
- frontier
- blogs
Synthesised 2026-04-19
Narrative
The dominant story from blog and independent thinker coverage is a field in genuine transition — from NISQ-era skepticism to guarded optimism about fault-tolerant timelines — but with sharp internal disagreement about pace and credibility. Scott Aaronson's Shtetl-Optimized blog remains the single most-cited independent voice: his September 2024 'Between Hope and Hype' post marked his return from OpenAI with a notably more optimistic read of error correction progress, while his December 2025 'More on whether useful quantum computing is imminent' post described it as a 'live possibility' that Shor's algorithm could run on fault-tolerant hardware before the next US election — language that sparked immediate debate from Gil Kalai ('Combinatorics and More'), who maintains that scalable QC is impossible and whose blog documents the ongoing Aaronson-Kalai dialogue through March 2026. On specific hardware controversies, Aaronson's February 2025 FAQ on Microsoft's Majorana 1 claim is the key independent reference: he noted that Nature's own peer-review file stated the paper contained 'no evidence for Majorana zero modes', and Winfried Hensinger (quoted in Physics World and The Quantum Insider) warned that the press release 'speaks differently' from the paper — a pattern Aaronson called worth watching after Microsoft's 2021 retraction of a 2018 Majorana paper. The Substack ecosystem — Quantum Pirates, Quantum Zeitgeist, Dr. Bob Sutor's digest — provides the practitioner-level narrative: 2025 was 'the year QEC moved from theoretical concept to tangible hardware', with Riverlane's blog documenting a jump from 36 to 120 peer-reviewed QEC papers in a single year and the emergence of QuOps as a new transparency metric. Medium contributors (nehalmr, Adnan Masood) provide the most technically granular independent synthesis, documenting QuEra's Algorithmic Fault Tolerance (10–100× overhead reduction) and neutral-atom arrays sustaining 12.6-second coherence times at 6,100-qubit scale.
The independent commentary lane's clearest contribution is calibrating the hype-to-substance ratio. The O'Reilly Radar QEC Update and the 'More Is Different' Substack post both issue explicit warnings against Moore's-law extrapolations of qubit quality metrics. The Quantum Zeitgeist Substack graded Microsoft's quantum programme a 'B–' before the Majorana 1 announcement and was bluntly skeptical of topological qubits as a near-term path; an anonymous Substack critic went further, calling Microsoft's Majorana framing 'a form of misinformation'. Against this, Aaronson's December 2025 update, and Riverlane's prediction that IBM's qLDPC codes will be widely adopted in 2026, represent the credible bull case: that the 2023–2025 period crossed a genuine 'below-threshold' inflection, and that the engineering path to 200 logical qubits by 2029 (IBM Starling) is now more a fabrication and systems problem than a physics one. The honest disagreement — between Aaronson's 'live possibility' of Shor in ~2028 and Kalai's continued assertion that correlated noise will prevent any scalable demonstration — is still unresolved, and independent bloggers are the primary venue where it is argued with rigor.
Sources
| ID | Title | Outlet | Date | Significance |
|---|---|---|---|---|
| b1 | Quantum Computing: Between Hope and Hype | Shtetl-Optimized (Scott Aaronson's personal blog) | 2024-09 | Aaronson's most comprehensive 2024 state-of-the-field address, covering error correction progress, Google Willow, Microsoft's Quantinuum collaboration, and the honest gap between theoretical speedup and practical utility. |
| b2 | More on whether useful quantum computing is 'imminent' | Shtetl-Optimized (Scott Aaronson's personal blog) | 2025-12 | Aaronson's December 2025 reassessment, calling it a 'live possibility' that a fault-tolerant computer running Shor's algorithm could appear before the next US presidential election — a major update from his prior skeptical posture. |
| b3 | FAQ on Microsoft's topological qubit thing | Shtetl-Optimized (Scott Aaronson's personal blog) | 2025-02 | Aaronson's point-by-point FAQ on Microsoft's Majorana 1 claim, noting Nature's own reviewers found no direct evidence for Majorana zero modes and calling the commercial utility 'not yet' in unequivocal terms. |
| b4 | And yet quantum computing continues to progress | Shtetl-Optimized (Scott Aaronson's personal blog) | 2024-04 | Detailed tracking of Quantinuum and ion-trap progress in early 2024, with Aaronson comparing his 2024 skepticism of fault-tolerant QC to mid-1960s skepticism of moon landings — acknowledging unexpected obstacles remain possible. |
| b5 | Book Review: 'Quantum Supremacy' by Michio Kaku (tl;dr DO NOT BUY) | Shtetl-Optimized (Scott Aaronson's personal blog) | 2023-05 | Canonical debunking of popular quantum hype, illustrating the gap between media-friendly narratives and the rigorous consensus on what current NISQ devices can and cannot do. |
| b6 | Scott Aaronson's View of my View About Quantum Computing | Combinatorics and More (Gil Kalai's blog) | 2026-03 | Captures the definitive Aaronson-vs-Kalai debate in March 2026: Aaronson says Kalai's skeptic path 'has been getting narrower and narrower' as experimental milestones accumulate, offering the most current snapshot of the field's honest internal debate. |
| b7 | Quantum Computing Skepticism, Part 2: My View and Responses to Skeptical Claims | Combinatorics and More (Gil Kalai's blog) | 2025-02 | Kalai's 2025 restatement of his correlated-noise argument against scalable QC, updated with commentary on Microsoft's Majorana 1 claims and featuring counterpoints from Preskill, Aaronson, Harrow and Barak. |
| b8 | Quantum Computers: A Brief Assessment of Progress in the Past Decade | Combinatorics and More (Gil Kalai's blog) | 2025-12 | An ongoing reference post updated through December 2025, tracking where Kalai's skeptical predictions stand against accumulating evidence including Aaronson's revised timeline for Shor's algorithm on fault-tolerant hardware. |
| b9 | Five Perspectives on Quantum Supremacy | Combinatorics and More (Gil Kalai's blog) | 2024-08 | Kalai curates five expert views (Aaronson, Frolov, Emerson, Sondhi and himself) on whether and how quantum supremacy has or can be achieved, providing a multi-voice audit of the field's most contested claim. |
| b10 | Quantum computing: hype vs reality | More Is Different (Substack) | 2025-01 | Independent first-principles analysis from a physics-literate blogger, arguing that quantum volume scaling trends (doubling every ~4 months) are unlikely to sustain Moore's-law-style extrapolation, and that quantum optimization advantage claims remain 'far from settled'. |
| b11 | The YEAR in Quantum Computing – Wrapping up 2024! | Quantum Pirates (Substack) | 2024-12 | Practitioner-level year-in-review covering QEC milestones, Microsoft-Atom Computing 24-logical-qubit announcement, and the industry consensus that MegaQuOp machines — not NISQ — will define the next era. |
| b12 | Quantum 2025 Wrapped – The YEAR in Quantum Computing, December 29th, 2025 | Quantum Pirates (Substack) | 2025-12 | Comprehensive narrative review of 2025's quantum year, identifying the hybrid GPU-QPU stack (NVQLink, IBM-Fugaku) and Microsoft's contested Majorana 1 as the year's two defining story arcs, with early commercial wins from HSBC and D-Wave cited. |
| b13 | Quantum Predictions for 2025 | Quantum Zeitgeist (Substack) | 2024-12 | Independent prediction post calling the death of NISQ and the rise of logical qubits, with candid assessment that Microsoft's topological hardware 'hasn't yielded any working machines' and grades Microsoft a 'B–' relative to Google. |
| b14 | The Quantum Matrix | Quantum Zeitgeist (Substack) | 2026-04 | April 2026 landscape map arguing that the gap between lab demonstrations and commercial deployments is 'closing faster than almost anyone predicted', positioning capital flows and hardware shipping as the key acceleration signal. |
| b15 | Microsoft Quantum Majorana 1 Topological Qubit Approach | Substack (independent author) | 2025-02 | Sharply critical independent Substack analysis calling Microsoft's PR on Majorana 1 'a kind of illegal lobbying' and arguing topological qubits are a 'moonshot at best', citing Jensen Huang's 15–30-year timeline as more credible than Satya Nadella's framing. |
| b16 | 2025 Year-End News Digest: Quantum Error Correction (QEC) | Dr. Bob Sutor – Quantum and AI (Substack) | 2025-12 | Month-by-month 2025 QEC milestone log by IBM's former quantum chief, covering every major lab result across Google, IBM, QuEra, Quantinuum, Nord Quantique, and others — the most thorough single digest of the year's QEC activity. |
| b17 | Quantum – Dr. Bob Sutor Weekly Commentary (March 3 2025) | Dr. Bob Sutor – Quantum and AI (Substack) | 2025-03 | Practitioner commentary covering IonQ leadership change, AWS/Caltech cat-qubit QPU announcement, and the theme of cutting through hype — representative of Sutor's role as an authoritative weekly monitor of industry events. |
| b18 | Quantum Computing 2025: From Verifiable Advantage to Fault-Tolerant Architectures | Medium (nehalmr) | 2026-01 | Technical Medium post documenting 2025's seven key milestones including QuEra's Algorithmic Fault Tolerance (10–100× overhead reduction) and neutral-atom coherence times of 12.6 seconds at 6,100-atom scale — one of the most technically dense independent summaries found. |
| b19 | [Quantum Sundays | 47⟩ — From Qubit Counts to Logical Reality: Mapping the Modern Quantum Computing Landscape](https://medium.com/@adnanmasood/quantum-sundays-47-from-qubit-counts-to-logical-reality-mapping-the-modern-quantum-computing-9edff59a7383) | Medium (Adnan Masood, PhD) | 2026-01 |
| b20 | The Quantum Leap: How 2024–2025 Became the Turning Point for Quantum Computing | Medium (Arun Bansal) | 2025-10 | Accessible synthesis of the 2024–2025 inflection point, covering IBM's modular Starling roadmap, Jensen Huang's CES 2025 market-moving comments, and the investment pattern shift toward hardware over software — useful for the 'current state' research angle. |
| b21 | The Shocking Breakthroughs in Quantum Error Correction of 2025 | Medium (Shailendra Kumar) | 2025-09 | Accessible explainer on 2025's QEC advances including Google's AlphaQubit AI decoder and Microsoft's 4D geometric coding, bridging lab results to a non-specialist technical audience. |
| b22 | Quantum Error Correction: Our 2025 Trends and 2026 Predictions | Riverlane Blog | 2026-01 | Industry practitioner analysis from a leading QEC-specialist firm, documenting that 120 peer-reviewed QEC papers appeared January–October 2025 (up from 36 in 2024), identifying the QuOps metric as the new standard for progress measurement, and predicting mass adoption of qLDPC codes in 2026. |
| b23 | 2024's Quantum Error Correction Highlights (aka the 12 Days of QEChristmas) | Riverlane Blog | 2024-12 | Narrative recap of 2024's twelve most significant QEC events, including Quantinuum's 800× logical vs physical error rate reduction and IBM's bivariate bicycle codes — written by practitioners who build QEC decoders and therefore credibly distinguish hype from substance. |
| b24 | Quantum Error Correction Update 2024 | O'Reilly Radar | 2024 | Authoritative technical-practitioner survey of the 2024 QEC landscape, noting NISQ's commercial failure, the 'death' of hybrid NISQ-classical approaches, and the emergence of hardware-assisted logical qubits from Alice & Bob and Nord Quantique as the field's next phase. |
| b25 | Microsoft's Topological Qubit Claim Faces Quantum Community Scrutiny | The Quantum Insider | 2025-02 | Structured community-reaction piece aggregating expert responses to Microsoft's Majorana 1 announcement, including Aaronson's FAQ, Hensinger's critique of the press release vs. the Nature paper, and the key fact that the Nature editorial team itself found 'no evidence for Majorana zero modes'. |