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AI, ex-Soviet engineers, and the Holy Grail of rocketry

https://www.fastcompany.com/91563020/aspire-rocket-design-spacex
21•rbanffy•2d ago

Comments

bryanlarsen•35m ago
Due to ITAR (International Traffic in Arms Regulations) and the Chinese connection this cannot be a direct competitor to SpaceX. American payloads cannot fly on Chinese rockets and Chinese payloads can't fly on American rockets.

The article does not mention Stoke Space. Aspire's approach is much closer to Stoke's than it is to SpaceX's. Stoke uses a "virtual aerospike", to oversimplify.

dabluecaboose•33m ago
Rocket Scientist here. Quick (simplified) primer on engine nozzles and why aerospikes are advantageous:

A rocket engine bell is a supersonic nozzle. Subsonic nozzles, like on your garden hose, typically go from wider to narrower to increase pressure and velocity of the exiting flow. Supersonic nozzles generally narrow to a point; This point is calculated to be exactly where the exhaust stream reaches Mach 1 (Supersonic flow). Once a flow is supersonic, it behaves differently and somewhat counter-intuitively. The nozzle widens to increase velocity and decrease pressure. The bigger the engine bell, the less the pressure is at the exit, and the faster the flow.

Generally, rocket engine bells have one ambient pressure value that they produce optimal thrust at. This is equivalent to the exit pressure at the very end of the bell. Take a look at the engine bell for the Apollo service module- It's quite large in order to expand the flow as much as possible to perform well in a vacuum (Very low pressure)[1].

If the ambient pressure is higher than the exit pressure, your flow is underexpanded and you get shock diamonds, as seen here [2]. The SR-71's engines were optimized for a higher altitude/lower pressure, so on takeoff the ambient pressure is pushing "inward"; the flow is underexpanded.

If the ambient pressure is lower than the exit pressure, and you see a large plume expanding outward from the nozzle, as seen here [3]. The flow is pushing "outward" at a higher pressure than the ambient; the flow is overexpanded.

Most rocket engines are optimized for an altitude/pressure ~midway through the stage's lifetime, so they're underexpanded at launch and overexpanded at engine cut-off. You can see in both examples that the velocity vector of the escaping flow isn't parallel to the rocket- it's going inward (underexpanded) or outward (overexpanded). This is the source of inefficiency with respect to engine bells.

---

The main advantage of an aerospike is that the ambient pressure effectively provides the outer shell of the engine bell- the flow is always optimally expanded at every altitude. This means you don't need to pick an optimal "midpoint" to design your engine around- the flow is always optimal from launch to orbit.

This massive upside comes with a downside. Staging generally provides two advantages to a rocket: The ability to shed dead mass, and the ability to "upgrade" to a more optimal engine bell. With an aerospike, you have an expensive engine that you don't want to drop (because it's perfectly efficient at every altitude) but now you have to figure out how to shed the dead mass as you go.

Personally, I've always envisioned an aerospike working well on a Space Shuttle type vehicle- the engines are kept and the fuel tanks are discarded. I'm interested to see if aerospike development comes with a change in how we see launch vehicles in the post-shuttle era that's largely dominated by disposable or VTOL-recoverable first stages.

[1] https://upload.wikimedia.org/wikipedia/commons/c/c0/Apollo_C...

[2] https://upload.wikimedia.org/wikipedia/commons/thumb/d/d3/SR...

[3] https://upload.wikimedia.org/wikipedia/commons/e/e2/Apollo_1...

bogzz•29m ago
It would be extremely exciting to see a modern vehicle successfully making use of aerospikes.

Gemini 3.8 Flash and 3.8 Flash Cyber

https://blog.google/innovation-and-ai/models-and-research/gemini-models/3-8-flash-and-3-8-flash-c...
331•bratao•1h ago•201 comments

A Note from LWN

https://lwn.net/Articles/1090585/
485•rwky•3h ago•106 comments

Saving money on Google Photos with Immich: Your own personal photo storage

https://www.markpitblado.me/blog/saving-on-google-photos-with-immich-your-own-personal-photo-stor...
43•speckx•51m ago•36 comments

Mistral now trains on user input by default, except on enterprise tier

https://help.mistral.ai/en/articles/455207-can-i-opt-out-of-my-input-or-output-data-being-used-fo...
199•teekert•4h ago•94 comments

Biggest dark matter detector spots a single weird particle

https://www.science.org/content/article/world-s-biggest-dark-matter-detector-spots-single-weird-p...
129•randycupertino•3h ago•24 comments

GrapheneOS says Pixel 11 has MTE support after all

https://grapheneos.social/@GrapheneOS/117194007157499435
109•user_7832•2h ago•66 comments

Exit the Cave

https://turtlespace.blog/p/exit-the-cave
85•akkartik•2h ago•15 comments

Three sites made 215,128 “best software” pages for AI. Perplexity cites them

https://trellner.com/reports/manufactured-sources-behind-ai-recommendations/
160•jakobgreenfeld•2h ago•86 comments

A Selection of Los Alamos Rolodex Business Cards

https://clui.org/collections/los-alamos-business-cards/selection-cards
58•1970-01-01•1d ago•13 comments

Poisson Disk Sampling

https://stripeacross.com/posts/poisson-disk-sampling/
63•vismit2000•3h ago•8 comments

Aging Brains Blend Memories Together Instead of Just Forgetting Them

https://studyfinds.com/aging-brains-blend-memories-together-instead-of-forgetting-them-study-finds/
88•mdp2021•3h ago•39 comments

Commodore 64 released September 1, 1982

https://dfarq.homeip.net/commodore-64-released-september-1-1982/
246•giuliomagnifico•8h ago•124 comments

WebLLM: high-performance in-browser LLM inference engine

https://github.com/mlc-ai/web-llm
35•saikatsg•2h ago•8 comments

A third of Perplexity's citations don't contain the number they're cited for

https://hausresearch.com/reports/perplexity-citation-audit/
54•jakobgreenfeld•3h ago•22 comments

Six curl CVEs after OpenAI and Anthropic came back with zero

https://aisle.com/blog/aisle-discovered-six-curl-cves-after-openai-and-anthropic-found-zero
108•goobreee•3h ago•36 comments

Show HN: FrontierHarness Eval – 9 harness, same model, cost per pass varies 17x

https://frontierharness.org
18•shiqimei•43m ago•3 comments

Check if a file was made with Claude

https://claude.com/check-content
86•frexs•4h ago•58 comments

LLMs: Intelligence vs. Cost

https://openteams.com/intelligence-vs-cost/
49•theanonymousone•3h ago•17 comments

The Emergent Symbolic Structure of Artificial Neural Networks

https://arxiv.org/abs/2608.29530
244•schmuhblaster•12h ago•86 comments

The Cables That Connect the World

https://xn--gckvb8fzb.com/the-cables-that-connect-the-world/
38•surprisetalk•3h ago•7 comments

Ending my elixir exploratory writing

https://lucassifoni.info/blog/the-end-of-this-elixir-log/
65•ffin•5h ago•38 comments

Telli (YC F24) is hiring engineers and designers [Berlin, on-site]

https://careers.telli.com/
1•sebselassie•8h ago

9000 RPM is faster than your screen refreshes

https://ma.ttias.be/9000-rpm/
44•Mojah•4h ago•31 comments

Banca Etica Suspends A/I's Account While Condemning the Sanctions Behind It

https://sabot.media/post/banca-etica-statement-english
66•rendx•7h ago•37 comments

Dutch central bank moves share of gold from U.S., Canada to London

https://nltimes.nl/2026/09/02/dutch-central-bank-moves-share-gold-us-canada-london-cites-instability
177•TechTechTech•4h ago•162 comments

AI Policy

https://dbushell.com/ai/
5•duck•1h ago•1 comments

Quasar 438B: Europe's Leading AI Model

https://multiversecomputing.com/resources/introducing-quasar-438b-europe-s-leading-ai-model
126•amunozo•6h ago•89 comments

Using jq to format JSON on the clipboard

https://chris48s.github.io/blogmarks/posts/2021/jsontidy/
42•stefanvdw1•4h ago•14 comments

SteamdDB Joins Nexus Mods

https://www.nexusmods.com/news/15597
8•HelloUsername•1h ago•0 comments

It's OK to hardcode feature flags (2025)

https://code.mendhak.com/hardcode-feature-flags/
66•biscuits1•5h ago•39 comments