Search: “models”

5/5 The takeaway: If your agent relies on an LLM judge for selection accuracy, measuring code quality isn’t enough; you need a measure of the model's inductive bias toward the 'fingerprint' of a gold

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Hardware

Best part are retrieval and search details: >Agent queries differ from human queries & what good results means changes too >Parallel queries…

DGX agent

Best part are retrieval and search details: >Agent queries differ from human queries & what good results means changes too >Parallel queries and ranking are both tools to the same outcome >Top-K preci

hardwareswyx--x

15 Apr 2026

Given the increasingly closed-source nature of the U.S. AI ecosystem, it is now more important than ever to push for the proliferation of op…

Given the increasingly closed-source nature of the U.S. AI ecosystem, it is now more important than ever to push for the proliferation of open model and dataset releases. Datamule (@johngfriedman), @T

industryclem-delangue--x

Applications

Instead of the gold standard, we can imagine an inference standard of exchange, the FLOP. (As opposed to tokens, this accounts for AI abilit…

applicationsethan-mollick--x

Instead of the gold standard, we can imagine an inference standard of exchange, the FLOP. (As opposed to tokens, this accounts for AI ability) With some AI help, I figure 1 buys roughly 10^17 managed-

Read why Devin is different: https://cognition.ai/blog/devin-in-windsurf

Cognition AI published a blog post explaining how their AI software engineer Devin differs from and compares to Windsurf, likely addressing competitive positioning as AI coding assistants become an in

agentscognition-ai--x

🚀 deepagents 0.5 release 👉 Async subagents - kick off background tasks on any Agent Protocol backed server while you continue to interact …

🚀 deepagents 0.5 release 👉 Async subagents - kick off background tasks on any Agent Protocol backed server while you continue to interact with the main agent. Start multiple background tasks in parall

Local Ai

Love seeing this open-sourced. Had a great chat with @nicoalbanese10 some weeks ago where he hinted to something like this. Great reference …

local-aiharrison-chase--x

Love seeing this open-sourced. Had a great chat with @nicoalbanese10 some weeks ago where he hinted to something like this. Great reference architecture for cloud coding agents. Open Agents gives you

M2.7 w/ hermes cli is replacing ~75% of my claude code / opus usage now, but we need clarity for using it as a coding agent @ work. We're tr…

model-releasesclem-delangue--x

M2.7 w/ hermes cli is replacing ~75% of my claude code / opus usage now, but we need clarity for using it as a coding agent @ work. We're truly blessed to have the weights of this one, looking forward

There are multiple realities of AI right now. And what you have access to drastically changes your workflows, trust in AI, and ability to ad…

model-releasesallie-k--miller--x

There are multiple realities of AI right now. And what you have access to drastically changes your workflows, trust in AI, and ability to adapt to the future. Here’s the briefest state of the AI world

Thoth v3.14.0: multi-provider cloud and multi-provider image generation. Five cloud providers now work as first-class citizens: OpenAI, Anth…

Thoth v3.14.0: multi-provider cloud and multi-provider image generation. Five cloud providers now work as first-class citizens: OpenAI, Anthropic, Google, xAI, and OpenRouter. Image generation spans t

X-SYS: A Reference Architecture for Interactive Explanation Systems

arXiv:2602.12748v3 Announce Type: replace Abstract: The explainable AI (XAI) research community has proposed numerous technical methods, yet deploying explainability as systems remains challenging: In

researcharxiv-cs-ai

DFlash for Kimi-K2.5 was pushed 3 hours ago! Acceptance length varies from 4.0 to 6.3 on datasets. This is only with SGLang btw. https://hug…

DFlash, an optimized inference technique, has been integrated for the Kimi-K2.5 model and pushed to SGLang approximately 3 hours prior to the post. The implementation achieves acceptance lengths rangi

industryclem-delangue--x

Applications

Impressed that Seedance 2.0 can pull of 'a mech battle between Neanderthal and Homo Sapiens' so well. (This is exactly what happened, histor…

applicationsethan-mollick--x

Ethan Mollick shares an example of Seedance 2.0, a video generation AI model, demonstrating impressive creative and historical scene generation capabilities by producing a depiction of a mech battle b

Very interesting evaluation from the UK’s AI Security Institute of the not yet publicly available Claude Mythos Preview. On the happy side, …

model-releasesgary-marcus--x

Very interesting evaluation from the UK’s AI Security Institute of the not yet publicly available Claude Mythos Preview. On the happy side, in its current form, Myth is nowhere near as scary as Tom Fr

We've partnered with @huggingface and @pollenrobotics to bring Gemini Live to the Reachy Mini conversation app 🤖💬 Thanks so much @ailozovs…

model-releasesclem-delangue--x

Google's Gemini Live has been integrated into the Reachy Mini robot's conversation application through a partnership between Hugging Face, Pollen Robotics, and Google. This collaboration brings advanc

What happened to all the Tesla killers that legacy press and hedge fund short sellers predicted were coming? 🤔

What happened to all the Tesla killers that legacy press and hedge fund short sellers predicted were coming? 🤔 Tesla alone sold 117,300 EVs in the US — more than ALL other EV makers combined (99,099).

industryelon-musk--x

'every memory system is choosing a position on the raw/derived spectrum. and neither extreme works.' the axis nobody talks about: ownership …

'every memory system is choosing a position on the raw/derived spectrum. and neither extreme works.' the axis nobody talks about: ownership > memory is your agent's compounding advantage > derived fac

How it feels to discover Hermes

Nous Research shared a post describing the experience of discovering or first encountering Hermes, their fine-tuned large language model series. The post likely captures the excitement and impressions

researchnous-research--x

Safety

I just love the language of this study...it speaks of the shifting 'community language'...and that is so true...have you noticed the new 'co…

I just love the language of this study...it speaks of the shifting 'community language'...and that is so true...have you noticed the new 'community language' is 'harness', it was 'contextual prompting

safetyharrison-chase--x

On software engineering: → 56.22% SWE-Pro, matching GPT-5.3-Codex → 55.6% VIBE-Pro — full-stack project delivery → SWE Multilingual: 76.5 Fo…

model-releasestogether-ai--x

On software engineering: → 56.22% SWE-Pro, matching GPT-5.3-Codex → 55.6% VIBE-Pro — full-stack project delivery → SWE Multilingual: 76.5 For agentic work: → Multi-agent collaboration built into the m

Weekends are for hacking! What are you building with Hermes?

Nous Research posted a weekend community engagement prompt encouraging developers and hobbyists to share what they are building using Hermes, their open-source large language model series. The post re

researchnous-research--x

🔗 Atlas: https://chatgpt.com/atlas

ChatGPT Atlas is a Chromium-based web browser developed by OpenAI, launched on October 21, 2025 for macOS, with Windows, iOS, and Android versions planned. It embeds ChatGPT directly into the brows...

model-releasesopenai--x

🔗 ChatGPT Desktop: https://chatgpt.com/download/

OpenAI offers an official ChatGPT desktop app for both macOS and Windows, available for free download at chatgpt.com/download. The app provides quick AI access via a keyboard shortcut (Option+Space...

model-releasesopenai--x

Claude Code is not AGI, but it is the single biggest advance in AI since the LLM. But the thing is, Claude Code is NOT a pure LLM. And it’s …

model-releasesgary-marcus--x

Claude Code is not AGI, but it is the single biggest advance in AI since the LLM. But the thing is, Claude Code is NOT a pure LLM. And it’s not pure deep learning. Not even close. And that changes eve

🔗 Codex CLI: https://developers.openai.com/codex/cli

OpenAI Codex CLI is an open-source, terminal-based coding agent built in Rust that can read, modify, and execute code locally within a selected directory. It is included with ChatGPT Plus, Pro, B...

model-releasesopenai--x

Cooking time

industrycristobal-valenzuela--x

Cristobal Valenzuela, co-founder of Runway, shared a post on X titled 'Cooking time,' likely teasing or announcing an upcoming AI product, model, or creative tool in development. The phrase 'cooking t

For AI agents, when you want every last bit of what is possible, open source is turning out to be the only way

For AI agents, when you want every last bit of what is possible, open source is turning out to be the only way Hot take: I can't see any startup building their critical core operations on Claude Manag

Good design is the art of packing 1,000 'hows' into a single 'what'. Good design is compression: making the numerator trend towards infinity…

researchfrancois-chollet--x

Francois Chollet, AI researcher and creator of Keras, argues that good design is fundamentally an act of compression — distilling an enormous number of implementation decisions, constraints, and consi

Great piece. The lock-in point is the one nobody talks about enough. If your agent’s memory lives behind someone else’s API, you don’t have …

Great piece. The lock-in point is the one nobody talks about enough. If your agent’s memory lives behind someone else’s API, you don’t have a product. You have a dependency. Learned this early buildin

Hot take: I can't see any startup building their critical core operations on Claude Managed Agents or any proprietary harness as investable.…

Hot take: I can't see any startup building their critical core operations on Claude Managed Agents or any proprietary harness as investable. The past weeks have shown why it's critical to build on top

the fact that http://pi.dev agent is so good, with virtually no sophisticated harness whatsoever, is a testament to the fact token vendor (c…

the fact that http://pi.dev agent is so good, with virtually no sophisticated harness whatsoever, is a testament to the fact token vendor (codex/claude) agents are overrated. highly. today's moat of c

Agent skills are great. I wanted to share some of my favorites from Jesse Vincent's 'Superpowers' skill pack 𝚠𝚛𝚒𝚝𝚒𝚗𝚐-𝚙𝚕𝚊𝚗𝚜 skill…

Agent skills are great. I wanted to share some of my favorites from Jesse Vincent's 'Superpowers' skill pack 𝚠𝚛𝚒𝚝𝚒𝚗𝚐-𝚙𝚕𝚊𝚗𝚜 skill produces much better plans than any harness' built in plan mode that I'

Claude now supports dynamic looping. If you run /loop without passing an interval, Claude will dynamically schedule the next tick based on y…

model-releasesboris-cherny--x

Claude now supports dynamic looping. If you run /loop without passing an interval, Claude will dynamically schedule the next tick based on your task. It also may directly use the Monitor tool to bypas

Hermes like the ancient Greek god and Nous like the ancient Greek term for the ability to directly perceive truth, reason, and divine realit…

Nous Research draws its name from the ancient Greek concept of *nous* — the faculty of directly perceiving truth, reason, and divine reality — while its flagship model series, **Hermes**, is named ...

researchnous-research--x

https://docs.pinecone.io/integrations/gemini-cli

model-releasespinecone--x

I was unable to retrieve the specific content from the Pinecone Gemini CLI documentation page (`https://docs.pinecone.io/integrations/gemini-cli`) or the linked X (Twitter) post, as neither was ret...

if it creates a skill, and it errors, it will (at least sometimes) just try to fix it. what’s cool is that all the web search and code writi…

model-releasesyohei-nakajima--x

if it creates a skill, and it errors, it will (at least sometimes) just try to fix it. what’s cool is that all the web search and code writing is offloaded to Claude (or whatever chat you’re using), a

Multi-Agent Orchestration is a great tool in building agentic products thankfully @sydneyrunkle put together a guide with runnable code for …

Multi-Agent Orchestration is a great tool in building agentic products thankfully @sydneyrunkle put together a guide with runnable code for each pattern earlier this year 🙏 (link below) choose any mod

No, Mythos is not that good; its PR is that good. 🙄

model-releasesgary-marcus--x

No, Mythos is not *that* good; its PR is that good. 🙄 *BESSENT SUMMONED WALL STREET CEOS TO DISCUSS ANTHROPIC’S MYTHOS This is crazy. Claude Mythos is apparently so good that Bessent and J. Powell sum

Hardware

Often discuss my three-level vision for opening GLM to the community: First, we focus on accessibility by lowering the barrier to entry and …

Often discuss my three-level vision for opening GLM to the community: First, we focus on accessibility by lowering the barrier to entry and removing unnecessary constraints so developers can truly exp

hardwarezhipu-ai--x

Wordle 1,756 5/6 ⬛⬛🟨🟨⬛ ⬛⬛⬛⬛🟨 ⬛🟨🟨🟨⬛ 🟨🟨🟨🟩⬛ 🟩🟩🟩🟩🟩

model-releasesanthropic--x

On April 10, 2026, Anthropic posted their Wordle 1,756 result on X (Twitter), completing the puzzle in 5 out of 6 guesses. The answer to that day's puzzle was **CAROM** — a noun and verb meaning, ...

Deep Agents deploy gets you: - Deep Agents harness - Sandbox of your choice (@daytonaio , @modal , @RunloopDev ) - Short and long term memor…

Deep Agents deploy gets you: - Deep Agents harness - Sandbox of your choice (@daytonaio , @modal , @RunloopDev ) - Short and long term memory - Agents exposed via MCP and A2A Production ready and open

Deep Agents or @LangChain? Just use the right tool for the right job

Deep Agents or @LangChain? Just use the right tool for the right job great q! deepagents has more 'batteries included', which langchain v1 is a very minimalistic agent harness if you are doing more co

Enjoy faster @-mentions in Claude Code! This went out in v2.1.85.

model-releasesboris-cherny--x

Claude Code v2.1.85 introduced performance improvements to the `@`-mention feature, with a key optimization being that raw string content for `@`-mentioned files is no longer JSON-escaped, reducing...

every engineer at anthropic has been using mythos for ~1.5 months. meanwhile, their uptime is horrendous, claude code still has rendering bu…

model-releasesjeremy-howard--x

every engineer at anthropic has been using mythos for ~1.5 months. meanwhile, their uptime is horrendous, claude code still has rendering bugs, etc. one could conclude that it won't be the end of soft

extremely fun jamming with Harrison on all things analytics, agents and evals! I have like 20 more hours worth of takes and opinions in this…

extremely fun jamming with Harrison on all things analytics, agents and evals! I have like 20 more hours worth of takes and opinions in this space and going on the pod uncorked them, more to come for

https://academy.dair.ai/claude-code-cheat-sheet

DAIR.AI's Claude Code Cheat Sheet, published at academy.dair.ai, is a consolidated quick-reference resource covering Claude Code commands, keyboard shortcuts, and best practices in one place. It ac...

model-releasesdair-ai--x

Introducing our Claude Code Cheat Sheet. Keep track of all the latest Claude Code commands, shortcuts, and best practices. All in one place.…

The DAIR.AI post references a Claude Code Cheat Sheet consolidating key commands, shortcuts, and best practices for Anthropic's terminal-based agentic coding tool. Claude Code is Anthropic's AI-po...

model-releasesdair-ai--x

Just got a nice DM from a big enterprise customer using Claude Code in one of the world's biggest codebases Here's how we made @-mentions 3x…

model-releasesboris-cherny--x

The specific tweet (status/2042352720489955539) is not publicly accessible or indexed in search results, but one third-party blog did surface the directly relevant detail about the @-mentions impro...