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The $5.5T Paradox: Structural displacement in the GPU/AI infra labor demand?

1•y2236li•59s ago•0 comments

Structural unemployment and the $5.5T data infrastructure bottleneck

1•y2236li•5m ago•0 comments

BusinessWeek Cover – Software Made Simple – and Article – September 30, 1991

https://archive.org/details/businessweek-software-made-simple-reprint-for-next-computer-september...
1•tzury•6m ago•0 comments

Silver: A story of converging supply crises

https://thehonestsorcerer.substack.com/p/silver-a-story-of-converging-supply
1•OgsyedIE•6m ago•0 comments

Five disciplines discovered the same math independently – none of them knew

https://freethemath.org
1•energyscholar•6m ago•1 comments

On Recursive Self-Improvement

https://www.hyperdimensional.co/p/on-recursive-self-improvement-part
1•gmays•11m ago•0 comments

Computing Large Fibonacci Numbers

https://www.johndcook.com/blog/2026/02/08/computing-large-fibonacci-numbers/
1•tzury•12m ago•0 comments

Spying Chrome Extensions: 287 Extensions spying on 37M users

https://qcontinuum.substack.com/p/spying-chrome-extensions-287-extensions-495
1•Y2lzY28•13m ago•0 comments

Synthesizer Cartridge for the Atari 2600

https://www.qotile.net/synth.html
1•harel•13m ago•0 comments

Noam Chomsky's wife responds to Epstein controversy

https://www.aaronmate.net/p/noam-chomskys-wife-responds-to-epstein
3•Red_Tarsius•14m ago•0 comments

Show HN: I analyzed 6 years of Hacker News data and here's what I found

https://app.hex.tech/%22https://app.hex.tech/virtual-hackathon/app/Hacker-News-Demystified-032DXk...
1•Tusharmagar•16m ago•0 comments

voxmlx: MLX implementation of Mistral's Voxtral mini realtime speech recognition

https://twitter.com/awnihannun/status/2020516998019760142
1•tosh•16m ago•0 comments

Thermal modeling revealed a 48-hour anomaly that repeats every spring

https://www.bassfinity.com/blog/ice-out-bass-feeding-frenzy
1•jequals5•18m ago•0 comments

JWST Spots Unexpected Abundance of Organic Molecules in Nearby Galaxy

https://www.discovermagazine.com/jwst-spots-unexpected-abundance-of-organic-molecules-in-nearby-u...
2•Brajeshwar•22m ago•0 comments

Everyone should play more games offline – Gabriel Cornish

https://gabrielcornish.com/everyone-should-play-more-games-offline/
2•el3ctron•22m ago•0 comments

Psychedelics may rewire the brain to treat PTSD

https://www.livescience.com/health/mind/psychedelics-may-rewire-the-brain-to-treat-ptsd-scientist...
1•Brajeshwar•22m ago•0 comments

Do Markets Believe in Transformative AI?

https://marginalrevolution.com/marginalrevolution/2025/09/do-markets-believe-in-transformative-ai...
2•surprisetalk•23m ago•0 comments

Digital Signals Theory

https://brianmcfee.net/dstbook-site/content/intro.html
1•surprisetalk•23m ago•0 comments

Put Your Reputation on the Deadline (2023)

https://taylor.town/reputation-deadline
1•surprisetalk•23m ago•0 comments

Wolbachia bacteria could help us tackle neglected tropical diseases

https://ourworldindata.org/wolbachia-neglected-tropical-diseases
1•surprisetalk•23m ago•0 comments

Show HN: GameSquares.live – Free, Open Source Super Bowl Squares

https://www.gamesquares.live/
2•johnpolacek•23m ago•0 comments

C and Undefined Behaviour

https://www.lelanthran.com/chap14/content.html
2•lelanthran•24m ago•0 comments

Russian cyborg pigeon drones begin real-world testing phases, sparking concern

https://www.jpost.com/international/article-885718
2•ben_w•25m ago•1 comments

Advanced Aerial Robotics Made Simple

https://www.drehmflight.com
1•jacquesm•25m ago•0 comments

Show HN: Perfmon – quick way to find the Linux stats in one place

https://github.com/sumant1122/Perfmon
1•paperplaneflyr•30m ago•0 comments

Drones Prohibited Flying Within 3000' of DHS

https://tfr.faa.gov/tfr3/?page=detail_6_4375
3•dweekly•31m ago•2 comments

God, Gold and GPUs

https://yaroslavvb.substack.com/p/god-gold-and-gpus
2•yaroslavvb•33m ago•1 comments

Noobs can make SaaS motion videos – New tool

https://wevi.ai/
1•EvanLandau•34m ago•1 comments

Show HN: Brandlint – AI reviewer that catches off-brand copy in PRs

https://brandlint.com
3•tonychx•37m ago•1 comments

The Silent Killer of Math Ability – and the Cure

https://twitter.com/justinskycak/status/2015195345731441054
1•JustinSkycak•38m ago•0 comments
Open in hackernews

A Critical Look at "A Critical Look at MCP."

https://docs.mcp.run/blog/2025/05/16/mcp-implenda-est/
33•palmfacehn•8mo ago

Comments

nip•8mo ago
> Further, one of the issues with remote servers is tenancy

Excellent write-up and understanding of the current state of MCP

I’ve been waiting for someone to point it out. This is in my opinion the biggest limitation of the current spec.

What is needed is a tool invocation context that is provided at tool invocation time.

Such tool invocation context allows passing information that would allow authorizing, authentication but also tracing the original “requester”: think of it as “tool invoked on behalf of user identity”

This of course implies an upstream authnz that feeds these details and more.

If you’re interested in this topic, my email is in my bio: I’m of the architect of our multi-tenant tool calling implementation that we’ve been running in production for the past year with enterprise customers where authnz and auditability are key requirements.

jensneuse•8mo ago
The way we've solved this in our MCP gateway (OSS) is that the user first needs to authenticate against our gateway, e.g. by creating a valid JWT with their identity provider, which will be validated using JWKS. Now when they use a tool, they must send their JWT, so the LLM always acts in their behalf. This supports multiple tenants out of the box. (https://wundergraph.com/mcp-gateway)
Yoric•8mo ago
Is this really hard to code?

I mean, converting a tool-less LLM into a tool-using LLM is a few hundred lines of code, and then you can plug all your tools, with whichever context you want.

nip•8mo ago
Indeed very easy to code!

My point is about the need for a spec of this mechanism: without a spec, every company / org will roll out their own and result in 500 flavors of the same concept.

That’s where MCP shines: tool calling and tool discovery is already 1.5 years old (an eternity in ai land).

The MCP spec ensures that we can all focus on solving problems with tool calling rather than wasting time in cobbling together services that re not interoperable (because developed without a common spec / standard)

__loam•8mo ago
This is an advertisement
tomrod•8mo ago
I wish this were critical, but it is an ad for MCP.run.
nip•8mo ago
It’s both in my opinion and discussions can stem from the linked article

Many come to HN also for the comments

palmfacehn•8mo ago
Personally, I'm not a fan. I thought the proponent's view might stimulate a discussion.
FunnyLookinHat•8mo ago
> Server authors working on large systems likely already have an OAuth 2.0 API.

I think this biases towards sufficiently large engineering organizations where OAuth 2.0 was identified as necessary for some part of their requirements. In most organizations, they're still using `x-<orgname>-token` headers and the like to do auth.

I'm not sure that there's a better / easier way to do Auth with this use case, but it does present a signficant hurdle to adoption for those who have an API (even one ready for JSON-RPC!) that is practically ready to be exposed via MCP.

motorest•8mo ago
> I think this biases towards sufficiently large engineering organizations where OAuth 2.0 was identified as necessary for some part of their requirements. In most organizations, they're still using `x-<orgname>-token` headers and the like to do auth.

I don't think that's it. Auth is a critical system in any organization, and larger organizations actually present more resistance to change, particularly in business critical areas. If anything, smaller orgs gave an easier time migrating critical systems such as authentication.

hirsin•8mo ago
Touching on tenancy and the "real" gaps in the spec does help push the discussion in a useful direction.

https://vulnerablemcp.info/ is a good collection of the immediately obvious issues with the MCP protocol that need to be addressed. A couple low blows in there, that feel a bit motivated to make MCP look worse, but generally a good starting point overall.

owebmaster•8mo ago
This post has too many "shameless plugs" to be taken seriously.
smitty1e•8mo ago
Serious question:

If doing an extended, service-level session (like a GPT interaction) with a server known beforehand, would it make sense to set up a keypair and manage the interaction over SSH?

Restated: are we throwing away a lot of bandwidth establishing TLS trust for the more general HTTP?