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Introducing Toast 1

https://www.mixedbread.com/blog/toast-1
35•mplappert•53m ago

Comments

arm32•23m ago
Damn, now I'm hungry. All this bread talk.
trjordan•7m ago
I deeply love this idea of specialized LLMs for search. It's also extremely confusing to me how rough Google's entrance here is.

When I, a human, need an answer to anything moderately complex, it's unlikely that I get it on the first (pre-AI) round of google searching. Simple stuff, sure, but more likely I'll need to go 2-5 rounds. Maybe click a few links. Double-check my assumptions.

An LLM that can do that quickly seems like a slam dunk. I wonder what other problems benefit from that 10x-100x increase in context + 2-5 rounds with the LLM.

tolugenius•6m ago
I guess someone who has used a search agent (or a dedicated subagent) can speak when I'd reach for a tool like this vs either just 1) a smaller general model or 2) a non-llm approach to the problem? Like it's interesting I'm just curious how a search agent compares to say a model with dedicated rag pipelines is that much different?
ChrisArchitect•5m ago
Dunno about this branding/naming scheme - every time it comes up we have to double-check that it isn't some spoof/joke page

AI: The Devil on My Shoulder

https://myrkvi.no/ai-the-devil-on-my-shoulder/
1•speckx•12s ago•0 comments

Deferred Token Response

https://datatracker.ietf.org/doc/draft-gerber-oauth-deferred-token-response/
1•mooreds•15s ago•0 comments

Hours of Jingling Keys [video]

https://www.youtube.com/watch?v=sJNK4VKeoBM
1•mooreds•27s ago•0 comments

Show HN: Interactive Product Demos made easy

https://www.rendemo.com
1•jakegargaro17•1m ago•0 comments

AI by Hand

https://www.byhand.ai/
1•sans_souse•2m ago•0 comments

LLM Inference Benchmarking

https://www.digitalocean.com/blog/llm-inference-benchmarking
1•ankitg12•2m ago•0 comments

V-RAE: Rethinking Video Latent Spaces for Generation

https://arxiv.org/abs/2608.13556
2•selimonder•3m ago•0 comments

Why Claude's Watermarking Won't Fix Anything

https://www.plagiarismtoday.com/2026/08/13/why-claudes-watermarking-wont-fix-anything/
1•speckx•5m ago•0 comments

IC 1101 is the largest galaxy identified, so far, in the universe

https://disassociated.com/ic-1101-largest-galaxy-identified/
1•Brajeshwar•5m ago•0 comments

The Jobless Boom Has Arrived

https://www.wsj.com/economy/jobs/the-jobless-boom-has-arrived-41361a06
2•donsupreme•5m ago•0 comments

Dreams, Reflections, and Inceptions

https://papercompute.com/blog/dreams-on-paper/
2•eigenBasis•6m ago•0 comments

Reviving the Famicom Network System – Throaty Mumbo

https://www.youtube.com/watch?v=xiyCKUl93Uo
2•mrinfinite•7m ago•0 comments

Federal government finalizes ownership reporting exemption for US firms

https://www.reuters.com/legal/government/trump-administration-finalizes-ownership-reporting-exemp...
5•anigbrowl•7m ago•0 comments

Hypothetical Document Embeddings

https://arxiv.org/abs/2212.10496
2•kaycebasques•8m ago•0 comments

Ask HN: What are your unfinished projects?

2•adam_gyroscope•9m ago•0 comments

I bought the most expensive cable I could find. It still died

https://medium.com/@pokhts/i-bought-the-most-expensive-cable-i-could-and-it-still-died-welcome-to...
2•PhilYeh75•10m ago•0 comments

Show HN: Online SNMP MIB database - upload/view your own MIBs

https://mib-viewer.com/
2•beefstew123•11m ago•0 comments

"Solving a largely imaginary user goal"

https://unsung.aresluna.org/solving-a-largely-imaginary-user-goal/
4•euthymiclabs•12m ago•0 comments

Is AI Coding Effecting Our Mental Health? [video]

https://www.youtube.com/watch?v=iPUn1Fnfn0k
2•torartc•12m ago•0 comments

The Java Story – The official documentary [video]

https://www.youtube.com/watch?v=ZqGSg4b_cZA
2•kimi•13m ago•0 comments

Show HN: Eve Software Factory Template

https://github.com/vercel-labs/eve-software-factory-template
2•flashbrew•13m ago•0 comments

A Plane Ran Out of Fuel over the Atlantic. The Pilots Saved 306 Lives

https://www.popularmechanics.com/flight/a73413706/air-transat-flight-fuel-glider/
3•ilamont•14m ago•0 comments

Agentic engineering optimizes for rejecting output, not generating it

https://dparkmit.substack.com/p/how-i-used-agentic-engineering-to
2•dparkmit•16m ago•0 comments

Google Is Making Private AI Practical with Homomorphic Encryption

https://blog.google/security/how-google-is-making-private-ai-practical-with-homomorphic-encryption/
2•u1hcw9nx•17m ago•2 comments

Taylor Farms' connections to Trump admin spurs probe into Cyclospora response

https://arstechnica.com/health/2026/08/taylor-farms-connections-to-trump-admin-spurs-probe-into-c...
3•cratermoon•18m ago•0 comments

Qwen 3.8 27B Pelican

https://www.reddit.com/r/LocalLLaMA/comments/1voa3ch/comment/p3o0om9/
2•T0mSIlver•19m ago•0 comments

Activation Energy is a good model for a lot of things

https://homosabiens.substack.com/p/activation-energy-is-a-good-model
2•surprisetalk•20m ago•0 comments

The Other Sean Byrne Doesn't Exist

https://conic.al/writing/the-other-sean-byrne-doesnt-exist/
3•seanieb•21m ago•0 comments

Ed Zitron Was Wrong About AI

https://www.drjoshcsimmons.com/writing/ed-zitron-ai-predictions
3•joshcsimmons•23m ago•3 comments

Too Little, Too Late: Flock Admits Their Technology Needs Reforms

https://www.eff.org/deeplinks/2026/08/too-little-too-late-flock-admits-their-technology-needs-ref...
5•Brajeshwar•23m ago•1 comments