bonham

We're introducing Project AELLA, in partnership with @laion_ai & @wyndlabs_ai AELLA is an open-science initiative to make scientific research accessible via structured summaries created by LLMs Available now: - Dataset of 100K summaries - 2 fine-tuned LLMs - 3d visualizer 👇

Today, we release LOGIC: A novel method for verifying LLM inference in trustless environments. - Detects model substitution, quantization, and decode-time attacks - Works out of the box with @vllm_project, @sgl_project, @openrouter, and more (just need logprops) - Robust across GPU types and hardware configurations - Low computational overhead (~1% of total cost) Blog: inference.net/blog/logic Code: github.com/context-labs/l…

Using custom-trained LLMs and > 1k 4090s to visualize 100k scientific research papers in latent space 🌐 DM me for early access 🔜

@samhogan @inference_net @multicoin @a16zcrypto @topology_vc @fdotinc LGTM

I'm excited to announce @inference_net's $11.8M Series Seed funding round, led by @multicoin & @a16zcrypto CSX, with participation from @topology_vc, @fdotinc, and an incredible group of angels. The next wave of AI adoption will be driven by companies building AI natively into their products at scale. As scaling laws continue to demand larger models and more compute, margins become thin, and operating at scale becomes untenable. We're taking a different approach -- training task-specific Small Language Models (SLMs) that match or outperform models from the Big Labs. Read more 👇

SLMs coming to an @inference_net provider near you

Real inference demand coming to an Inference Devnet near you soon thanks to our proprietary inference verification mechanism.

@samhogan uwu

Introducing UwU, a simple way to generate CLI commands using GPT-5 directly in your terminal Claude Code does too much. UwU is designed to feel like an extension of your terminal, rather than a whole new environment Great for one-off commands you can't remember GitHub below ✨

Stake and secure the world's largest distributed GPU network #inference

The first @inference_net Devnet epoch has been completed. Only possible on @solana - Thank you to everyone in the community supporting us.

The Inference Epoch 3 devnet airdrop is live! The devnet staking protocol will activate today at 4pm PST. Claim your tokens on Solana devnet 👇

Epoch 3 has begun. Join us.

@solflare how can get around this to test a program flow on Solana devnet?

@jacobvcreech @samhogan We are trying to gather a lot of devnet SOL for some program testing, and it's difficult to do because of the rate limiting that exists in the main faucet or in the normal RPC endpoint.

@jacobvcreech @samhogan I consistently get a 500 error in the UI when trying to use the main faucet with a GitHub account connected.

@samhogan Time to pack it up

A 23 year old recent Colombia grad crypto vc researcher just told me that what we’re building won’t work because “it’s too hard to build a gossip protocol with Solana’s small transaction size limits” That it’s guys. We’re throwing in the towel. Can’t argue with facts like that.

token volume from @inference_net on @openrouter a little choppy but you get the idea 📈

start your engines

Inference .net is hiring a Developer Relations Lead in San Francisco! If you: - Love working with AI to amazing build products - Have experience creating world-class educational content for developers - Enjoy solving developer problems and fostering community growth We want to hear from you. Please send relevant information including GitHub, LinkedIn, and something amazing you have built to sam @ inference .net. If you introduce us to someone we hire, we will pay you a $10k CASH referral bonus. Full job description below 👇