Search: “tools”

Direct Preference Optimization Beyond Chatbots

Direct Preference Optimization (DPO) is a fine-tuning technique that aligns language models with human preferences by directly optimizing for preferred outputs over dispreferred ones, offering an alte

toolshugging-face

KForge: LLM-Driven Cross-Platform Kernel Generation for AI Accelerators

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DGX agent

arXiv:2606.02963v1 Announce Type: new Abstract: Production inference increasingly targets a heterogeneous mix of accelerators. Agentic pipelines interleave reasoning, tool calls, and multi-agent coord

model-releasesarxiv-cs-lg

3 Jun 2026

M3 brings sparse attention + 1M context + multimodality, and Together did the hard serving work to make it fast. Great collaboration with th…

Anthropic's Claude 3.5 Sonnet (M3) model features sparse attention mechanisms, 1 million token context length, and multimodal capabilities, with Together AI optimizing the serving infrastructure to en

toolstogether-ai--x

Agents

More info on the Web Dashboard: https://hermes-agent.nousresearch.com/docs/user-guide/features/web-dashboard

The Nous Research Web Dashboard is a user interface feature that provides access to information and tools for managing Hermes Agent functionality through a web-based platform. According to Nous Resear

agentsnous-research--x

probably the best reward function for reasoning efficiency i've seen

This post likely discusses an innovative reward function design that optimizes for reasoning efficiency in AI systems, possibly in the context of language models or reinforcement learning. The entry a

Tutorials

Reducing container cold start times using SOCI index on DLAMI and DLC

In this post, we look at how to use SOCI on publicly available Deep Learning AMIs and Containers, when to use the various SOCI modes provided by the tool, and how to quickly and efficiently use this t

tutorialsaws-ml-blog

@saranormous codex is agi man https://youtu.be/cFNI2FORAc0 oneshotted this, no notes https://x.com/TheTuringPost/status/2061901518522188251?…

@saranormous codex is agi man https://youtu.be/cFNI2FORAc0 oneshotted this, no notes https://x.com/TheTuringPost/status/2061901518522188251?s=20 Love that in this high-tech age of AI @swyx still uses

⚡️Satya Nadella: No Priors x Latent Space Crossover Special at Microsoft Build

This episode features Satya Nadella, CEO of Microsoft, in a crossover special between the 'No Priors' and 'Latent Space' podcasts, likely discussing Microsoft's AI strategy, product developments, and

toolslatent-space

🔬Scaling Past Informal AI - Carina Hong, Axiom Math

Carina Hong discusses how Axiom Math is scaling beyond informal AI approaches to create more rigorous, systematic methods for AI-assisted mathematics education and problem-solving. The episode likely

toolslatent-space

🆕Scaling Past Informal AI https://latent.space/p/axiom @axiommathai founder & CEO @CarinaLHong explains why math may be the missing path fr…

🆕Scaling Past Informal AI https://latent.space/p/axiom @axiommathai founder & CEO @CarinaLHong explains why math may be the missing path from code agents to AGI, why verified AI is about scaling brill

Tutorials

THE PROMPT THAT REPLACES YOUR WORKFLOW AUDIT: You are my business transformation strategist. I want you to find the real AI-era business tra…

tutorialsallie-k--miller--x

THE PROMPT THAT REPLACES YOUR WORKFLOW AUDIT: You are my business transformation strategist. I want you to find the real AI-era business transformation hiding inside my work by starting from goals, bu

Town is the Devin for Everything Else i was talking about at AIE Europe i brought it into our company one day and a few weeks later was shoc…

Town is the Devin for Everything Else i was talking about at AIE Europe i brought it into our company one day and a few weeks later was shocked to hear that it had just organically spread to @liamcbri

We have a winner of the Lenny's Newsletter x @Replit buildathon 🏆 Congratulations @andrey_esipov on your mind-blowing project, Operators. Y…

We have a winner of the Lenny's Newsletter x @Replit buildathon 🏆 Congratulations @andrey_esipov on your mind-blowing project, Operators. Y'all need to check this out: https://operators--andreyyesipov

toolsreplit--x

Which Defense Closes Which Threat? Attributing OWASP-LLM-Top-10 Coverage and Its Brittleness Under Paraphrasing

model-releasesarxiv-cs-ai

arXiv:2606.02822v1 Announce Type: cross Abstract: Production LLM applications stack several defense families -- refusal-phrase filters, token-budget controls, model allowlists, rate limits, tool-regis

Safety

Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System

arXiv:2602.08335v2 Announce Type: replace Abstract: Integrating Large Language Models (LLMs) with external tools via multi-agent systems offers a promising new paradigm for decomposing and solving com

safetyarxiv-cs-ai

Tutorials

Who has used ChatGPT or any other AI for coding without knowing how to code?

A Reddit discussion from r/ChatGPT where users share experiences using AI tools like ChatGPT to write code despite lacking programming knowledge or expertise. The thread likely documents how individua

tutorialsr-chatgpt

12.30pm today on the @Microsoft Build stream @NoPriorsPod x @latentspacepod x @satyanadella Join us! :)

12.30pm today on the @Microsoft Build stream @NoPriorsPod x @latentspacepod x @satyanadella Join us! :) Really excited to interview @satyanadella tomorrow at @Microsoft Build, in a special live @NoPri

[AINews] NVIDIA Cosmos 3, Nemotron 3 Ultra, and RTX Spark

model-releaseslatent-space

NVIDIA announced three new offerings: Cosmos 3, an advanced video generation model; Nemotron 3 Ultra, an upgraded language model; and RTX Spark, likely a tool or framework for developers. These releas

Agents

Available on all platforms at the link below: https://hermes-agent.nousresearch.com/desktop

Nous Research announced the availability of Hermes Agent across all platforms through a desktop application accessible via the provided link. This release makes their Hermes Agent tool universally ava

agentsnous-research--x

banger writeup on what it takes to make MiniMax M3 go brrrr!

This post likely provides technical insights and optimization strategies for running or fine-tuning the MiniMax M3 model efficiently, discussing performance enhancements and practical implementation t

toolstogether-ai--x

Agents

Beyond One-shot: AI Agents for Learning in Field Experiments

arXiv:2606.02458v1 Announce Type: new Abstract: Organizations routinely run experiments for A/B testing, yet the data generated from one experiment is underutilized to inform subsequent intervention d

agentsarxiv-cs-ai

California Brown Pelican

California Brown Pelican, in Fort Mason, CA, USI'm at the Microsoft Build conference today, held at Fort Mason in San Francisco. There are California Brown Pelicans diving into the water directly behi

toolssimon-willison

Conductor's parallel coding agents were local-only, but now they can run remotely on Vercel. 'Our customers can't tell the difference becaus…

Conductor's parallel coding agents were local-only, but now they can run remotely on Vercel. 'Our customers can't tell the difference because Vercel's Sandboxes are so fast.' https://vercel.com/blog/h

toolsvercel--x

Research

Digging Up Citations: FOSSIL, a Dataset and Workflow for Reference Extraction in Law and the Humanities

arXiv:2606.01109v1 Announce Type: cross Abstract: Citation extraction tools are designed for the structured end-of-document bibliographies of the natural sciences, but law and humanities scholarship c

researcharxiv-cs-cl

Edit Git settings for all projects in a repo

This Vercel feature allows users to configure Git settings across multiple projects within a single repository simultaneously, rather than managing settings individually for each project. This streaml

toolsvercel-blog

FALAT: Tracing Failures in LLM Agent Trajectories via Dependency-Guided Search

model-releasesarxiv-cs-ai

arXiv:2606.00765v1 Announce Type: new Abstract: LLM-based agents increasingly solve complex tasks through long trajectories involving reasoning steps, tool calls, and inter-agent communication. Howeve

GenPT: Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing

model-releasesarxiv-cs-ai

arXiv:2606.00860v1 Announce Type: cross Abstract: Self-report questionnaires remain the prevailing tool for probing the psychological states of persona-conditioned agents (PC-Agents). However, classic

getting hair and makeup with the tech style icon @saranormous

This post references getting hair and makeup services or advice from Sara Normous, who is identified as a tech style icon. The tweet likely documents a personal experience or behind-the-scenes moment

Local Ai

GitHub - orion4d/Orion4D_maskpro: Mask editor for ComfyUI

local-air-stablediffusion

Orion4D MaskPro is an advanced mask editor extension for ComfyUI, a popular node-based AI image generation interface. It provides specialized tools for creating and editing masks directly within Comfy

Going live now with @MiniMax_AI 🚀 https://x.com/i/spaces/1nxeLLDDBEaJX

Together AI announced a live event featuring MiniMax AI, likely discussing a partnership, integration, or collaborative development initiative. The announcement was made via X Spaces, Twitter's audio

toolstogether-ai--x

Holo3.1: Fast & Local Computer Use Agents

Holo3.1 is a computer use agent developed by Hugging Face that enables fast, local execution of tasks on computing systems without requiring cloud infrastructure. The model is designed to interpret an

toolshugging-face

I just updated Codex desktop and it's back! Thanks very much @PhilippSpiess

Simon Willison reports that after updating Codex desktop, a previously unavailable feature or functionality has been restored, expressing gratitude to Philipps Spiess. This likely refers to a bug fix

toolssimon-willison--x

Inside AskData: How We Slashed Token Consumption by Over 90%

AskData implemented optimization techniques to dramatically reduce token consumption in their AI system by over 90%, likely through strategies such as prompt engineering, caching, retrieval optimizati

toolspinecone

micropython-wasm 0.1a0

Release: micropython-wasm 0.1a0 My latest sandboxing experiment: This alpha package bundles a lightly customized WASM build of MicroPython with a wrapper to execute code in it via wasmtime. Tags: pyth

toolssimon-willison

@Microsoft @NoPriorsPod @latentspacepod @satyanadella stream is on http://build.microsoft.com or native x https://x.com/i/broadcasts/1qKVmmQ…

Microsoft Build conference featuring Satya Nadella is streaming live on build.microsoft.com and X's native broadcast platform. The stream announcement was shared by Swyx and references appearances by

Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations

model-releasesarxiv-cs-cl

arXiv:2606.00832v1 Announce Type: new Abstract: Recent advances in agentic AI have enabled agents to complete complex tasks through tool use, reasoning, and multi-step planning. Yet existing benchmark

Hardware

Observation, Not Prediction: Conversation-Level Disaggregated Scheduling for Agentic Serving

arXiv:2606.01839v1 Announce Type: cross Abstract: LLM-based agents resolve a user task through many turns of dependent inference and tool calls, producing a workload whose total cost is unknown when t

hardwarearxiv-cs-lg

Pasted File Editor

model-releasessimon-willison

Tool: Pasted File Editor I really like how you can paste a large volume of text into claude.ai (or the Claude desktop/mobile apps) and it will detect it as a large paste and turn it into a file attach

Read the full announcement: https://devin.ai/blog/windsurf-is-now-devin-desktop

Windsurf has announced that Windsurf is now being rebranded or integrated as Devin Desktop, representing a significant update to the product's identity or functionality. This announcement likely detai

toolswindsurf--x

Reasmory: 3D Reconstruction as Explicit Memory for VLMs Spatial Reasoning

model-releasesarxiv-cs-cl

arXiv:2606.00963v1 Announce Type: cross Abstract: Vision-Language Models (VLMs) exhibit emerging spatial reasoning capabilities, yet they remain unreliable on tasks requiring precise spatial understan

Local Ai

scicode-lint: Detecting Methodology Bugs in Scientific Python Code with LLM-Generated Patterns

arXiv:2603.17893v2 Announce Type: replace-cross Abstract: Methodology bugs in scientific Python code produce plausible but incorrect results that traditional linters and static analysis tools cannot d

local-aiarxiv-cs-ai

Serving MiniMax-M3 for efficient inference: Unlocking 1M-Token Context and Multimodality Without Regrets

MiniMax-M3 is a large language model capable of handling 1 million token contexts and multimodal inputs while maintaining efficient inference performance. Together AI's blog post discusses techniques

toolstogether-ai-blog

Signed URLs are now available for Vercel Blob

Vercel Blob now supports signed URLs, enabling developers to generate time-limited, secure links to access stored blobs without exposing the blob's public URL or requiring authentication headers. This

toolsvercel-blog

Research

Statistical Testing on Directed Graphs by Surrogate Data Generation

arXiv:2606.00758v1 Announce Type: cross Abstract: In recent years, graph signal processing has emerged as a powerful framework at the intersection of signal processing and graph theory, providing tool

researcharxiv-cs-lg

@swyx @Microsoft @NoPriorsPod @latentspacepod @satyanadella looking good

This appears to be a social media post from Swyx that mentions Microsoft, Satya Nadella (Microsoft CEO), and references to podcasts including 'No Priors' and 'Latent Space,' likely discussing Microsof

The end of fine-tuning: Why evals, context, and traces matter more

Fine-tuning isn't dead, but the way most teams iterate on AI products has split in two. A tiny fraction run continuous RL against their own environments; everyone else has moved the iteration loop out

toolsarize-ai

This Thursday: Idea → Money. @raymmar and I are taking a real project live, all the way from prototype to monetized: 1. Prototype the idea i…

This Thursday: Idea → Money. @raymmar and I are taking a real project live, all the way from prototype to monetized: 1. Prototype the idea into a working build 2. Build in the monetization 3. Set up t

toolsreplit--x

Two new ways to bring your health data into Perplexity. Perplexity now connects to Apple Health on iPhone. Use your sleep, activity, and HRV…

Two new ways to bring your health data into Perplexity. Perplexity now connects to Apple Health on iPhone. Use your sleep, activity, and HRV data in Computer. Function is now available in Perplexity H

toolsperplexity--x