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  • All entries123,303
  • Agents10,352
  • Applications7,013
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  • Concepts7
  • Hardware2,702
  • Industry6,776
  • Local Ai6,847
  • Model Releases35,469
  • Research28,731
  • Safety18,972
  • Syntheses30
  • Tools1,775
  • Tutorials4,626

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2 Jul 2026

Blogged about it here: https://simonwillison.net/2026/Jul/2/understand-to-participate/

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Simon Willison discusses the relationship between understanding and participation, exploring how comprehension of a topic or system is fundamental to meaningful engagement or contribution. The blog po

Check out what people are building on Replit: Open Thread 🧵

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Replit posted an open thread on X (formerly Twitter) inviting users to share and showcase projects they are building on the Replit platform. This type of community post typically encourages developers

@DecagonAI @AshwinSreenivas Under the hood: 6x cost reduction per turn, p95 latency under 400ms, and models shipping weekly. https://www.tog…

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Together AI announced significant performance improvements in their AI infrastructure, achieving a 6x cost reduction per turn while maintaining p95 latency under 400ms, with new models being released

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everyone come down to the AIE Expo at 12.30, there's a SPECIAL **FLASH** SURPRISE (you'll know it when u see it) and then come to Expo Stage…

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everyone come down to the AIE Expo at 12.30, there's a SPECIAL **FLASH** SURPRISE (you'll know it when u see it) and then come to Expo Stage 2 for a very special @latentspacepod live pod with Etched!

for what it's worth, i only invite double-length track keynotes when I'm very sure that both speaker and content deserve it. Today, @chrmann…

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for what it's worth, i only invite double-length track keynotes when I'm very sure that both speaker and content deserve it. Today, @chrmanning and @abshkbh did double duty at AIE and by all accounts*

going to go out to a restaurant instead of ordering delivery. call that forward deployed eating

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The post humorously compares going to a restaurant in person versus ordering delivery, using the military term 'forward deployed' to describe the act of eating at the restaurant location itself rather

Had a great time at @aiDotEngineer this year, unfortunately not nearly enough as I had to leave early for some family matters. It's amazing …

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Had a great time at @aiDotEngineer this year, unfortunately not nearly enough as I had to leave early for some family matters. It's amazing to see the community built by @swyx & co keep growing / evol

“Half of the companies here at @aiDotEngineer could be a markdown file!” ~ @theo 🌶️🌶️🌶️

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Theo humorously critiques companies in the AI/engineering space for being overly simplistic or lacking substantive complexity, suggesting their business models or products could be reduced to basic ma

I've heard a lot of questions about Fable's availability on subscription plans. While it will come off subscriptions after July 7th, we aim …

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I've heard a lot of questions about Fable's availability on subscription plans. While it will come off subscriptions after July 7th, we aim to restore Fable as a standard part of our subscriptions as

Kinda want to do a meet & greet at AIE tomorrow. Who wants to host me at their booth? 👀

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Swyx expressed interest in organizing a meet and greet at AIE (likely an industry event or conference) and was seeking a host organization or company willing to host him at their booth. The post appea

LIVE at 12p PT/3p ET: AI’s cleanest stories are getting messy. Meta has excess compute. AI-heavy companies are hiring, not shrinking. And op…

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LIVE at 12p PT/3p ET: AI’s cleanest stories are getting messy. Meta has excess compute. AI-heavy companies are hiring, not shrinking. And open models keep getting better. @DanielTNiles on what this me

Massive *THANK YOU* to @swyx and the @aiDotEngineer crew for the wonderful birthday surprise yesterday. So super thoughtful. And thanks to a…

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Massive *THANK YOU* to @swyx and the @aiDotEngineer crew for the wonderful birthday surprise yesterday. So super thoughtful. And thanks to all the attendees for singing so beautifully :) (My wife kept

New in Replit: Everything We Shipped in June! https://x.com/i/broadcasts/1yGBeeAYwQMKN

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Replit announced new features and updates shipped during June, likely covering improvements to their cloud-based IDE and development platform. The announcement was made via an X Spaces broadcast, prov

Okay @greptile I was unfamiliar with your game @aiDotEngineer

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This appears to be a brief social media post where Swyx acknowledges unfamiliarity with a game or product associated with Greptile and aiDotEngineer, likely discussing a tool or platform in the AI/dev

Our CEO @vipulved on @CNBC with @dee_bosa: your data is your recipe. As models get smarter, sending proprietary workflows, customer context,…

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Our CEO @vipulved on @CNBC with @dee_bosa: your data is your recipe. As models get smarter, sending proprietary workflows, customer context, and business logic into closed systems becomes a strategic

Pinecone releases Nexus into public preview to bring business knowledge to AI agents https://ift.tt/4e6Ukbo

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Pinecone has released Nexus, a new product in public preview designed to enable AI agents to access and leverage business knowledge more effectively. Nexus appears to be a solution that integrates wit

Routing rules now available on AI Gateway

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Vercel has introduced routing rules functionality for AI Gateway, enabling users to define custom logic for directing requests to different AI models or endpoints. This feature allows developers to im

See how our latest funding round accelerates the shift to open-source AI: https://www.together.ai/blog/announcing-our-series-c

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Together AI announced a Series C funding round aimed at accelerating the adoption and development of open-source AI models and infrastructure. The funding enables the company to expand its platform fo

Skill engineering and the case against one-shot AI design

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This article discusses 'skill engineering' as an approach to AI system design that emphasizes iterative development and refinement of AI capabilities, arguing against the 'one-shot' design philosophy

@swyx with the 🐐 takes on making a talk rejigged my whole talk around the thesis slide for AIE world fair

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@swyx with the 🐐 takes on making a talk rejigged my whole talk around the thesis slide for AIE world fair lots of folks prepping talks next week (congrats!). Some thoughts from RLing on thousands of h

Talking about mental health and managing burnout in the world of 996 at @aiDotEngineer with @swyx and @mikeyk: “There is no job so important…

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A discussion on mental health and burnout prevention for software engineers working demanding schedules (996 refers to 9am-9pm, 6 days a week), featuring perspectives from swyx and mikeyk emphasizing

Thank you @swyx - last year you gave me an opportunity when I was alone building in a corner and this year you backed me with a 45-min slot.…

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Thank you @swyx - last year you gave me an opportunity when I was alone building in a corner and this year you backed me with a 45-min slot. These talks push me to make deep OS and infra content acces

The installations, the workshops, the talks, the people. A few of the moments that made vibecon what it was. Thank you for building it with …

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Replit's vibecon was a community event featuring installations, workshops, talks, and attendees that collectively created a unique conference experience. The post appears to be a thank you message ack

The star @mochipomsky is diligently listening to her favourite person @swyx

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A post featuring a dog (star) named @mochipomsky attentively listening to or interacting with @swyx, who appears to be a favorite person in the dog's life. The post was shared on X (formerly Twitter)

Today at the AI Engineer World's Fair in San Francisco: the 'software factory' vision met resistance from speakers defending human understan…

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Today at the AI Engineer World's Fair in San Francisco: the 'software factory' vision met resistance from speakers defending human understanding and control. https://www.latent.space/p/aiewf-daily-dis

Token billionaires lounge must apply and submit token spending reciepts @_lopopolo @swyx @communidiyi @jxnlco

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This appears to be an announcement about access requirements for an exclusive 'Token billionaires lounge,' likely a community or membership space related to cryptocurrency or token-based projects. Mem

very proud that the biggest applause line in the AIE keynotes this year was normalizing men talking about their feelings and mental health i…

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very proud that the biggest applause line in the AIE keynotes this year was normalizing men talking about their feelings and mental health in hypergrowth thanks @mikeyk for indulging all my cheeky que

vibecon brought some brilliant minds to the stage. Thank you to every speaker who showed up, shared hard-won lessons, and gave the room some…

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vibecon brought some brilliant minds to the stage. Thank you to every speaker who showed up, shared hard-won lessons, and gave the room something to think about. We're all better builders for it. 💡 Me

What an honor to curate the first AI in GTM track at @aiDotEngineer 😆 Heard that we need a bigger room next year @swyx 😊😅

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This post celebrates the curation of the first AI in Go-To-Market (GTM) track at an AI Engineer conference, noting its popularity and suggesting increased attendance is expected for future iterations

What's the most ambitious project you have Fable working on right now?

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Simon Willison discusses an ambitious project involving Fable, likely covering current development priorities or technical challenges in the Fable programming language or related tools. The post appea

1 Jul 2026

1/ DSGym: A Holistic Framework for Evaluating and Training Data Science Agents Paper: https://arxiv.org/abs/2601.16344

ToolsDGX agent

DSGym is a comprehensive framework designed to evaluate and train AI agents for data science tasks, providing a structured environment for benchmarking agent performance across various data science wo

3/ Learning to Discover at Test Time (TTT-Discover) Paper: https://arxiv.org/abs/2601.16175

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TTT-Discover is a method that enables models to learn and discover patterns during test time rather than only during training, allowing for adaptation to new data distributions at inference. The appro

4/ Escaping the Verifier: Learning to Reason via Demonstrations (RARO) Paper: https://arxiv.org/abs/2511.21667

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RARO (Reasoning via Demonstrations) is a method for training AI models to improve reasoning capabilities by learning from demonstrations rather than relying solely on external verifiers. The approach

5/ V1: Unifying Generation and Self-Verification for Parallel Reasoners Paper: https://arxiv.org/abs/2603.04304

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This paper presents V1, a framework that unifies text generation with self-verification mechanisms to enable parallel reasoning processes in language models. The approach allows models to generate mul

6/ When RL Meets Adaptive Speculative Training: A Unified Training-Serving System (Aurora) Paper: https://arxiv.org/abs/2602.06932

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Aurora is a unified training-serving system that integrates reinforcement learning with adaptive speculative training to optimize large language model inference and training efficiency. The system dyn

7/ Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking Paper: https://arxiv.org/abs/2602.21196

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Untied Ulysses is a memory-efficient technique for context parallelism that processes attention heads in chunks rather than sequences, reducing memory overhead during transformer inference and trainin

8/ Opportunistic Expert Activation: Batch-Aware Expert Routing for Faster Decode Without Retraining (OEA) Paper: https://arxiv.org/abs/2511.…

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Opportunistic Expert Activation (OEA) is a batch-aware expert routing technique for mixture-of-experts models that enables faster decoding without requiring model retraining. The method optimizes whic

a bit of a teaser for the upcoming talk @aiDotEngineer World's Fair 12:05 pm, Room 2003

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a bit of a teaser for the upcoming talk @aiDotEngineer World's Fair 12:05 pm, Room 2003 Intelligence != Expertise Intelligence + Continual Learning = Expertise I will share some thoughts about continu

A once in a lifetime crossover between @aiDotEngineer and @FIFAWorldCup is happening in SF! 100 speakers from AIE got the golden pass to see…

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A once in a lifetime crossover between @aiDotEngineer and @FIFAWorldCup is happening in SF! 100 speakers from AIE got the golden pass to see team USA kick Bosnia's ass!! Thanks @swyx @liamcbride and T

After helping build FaZe Clan from the ground up, @FaZeApex is starting fresh as a YC-backed founder with his new venture, @TryNearby_. Watc…

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After helping build FaZe Clan from the ground up, @FaZeApex is starting fresh as a YC-backed founder with his new venture, @TryNearby_. Watch the full interview on YouTube to hear how he's bringing a

AI gave us speed. What’s missing? Experience. Wisdom. Its neural networks are an incredible compressed representation of humanity’s knowledg…

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AI gave us speed. What’s missing? Experience. Wisdom. Its neural networks are an incredible compressed representation of humanity’s knowledge. But trusting their judgment is still a challenge. Can exp

AIE has ruined other tech conferences for me. The overall content quality of this event is just absurd. @swyx well played sir

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This post praises the content quality and organization of AIE (likely an AI or technology conference), suggesting it exceeded expectations and set a high standard compared to other tech conferences. T

[AINews] Sonnet 5 today, and Fable 5 tomorrow

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This Latent Space article discusses recent AI model releases, covering Anthropic's Claude Sonnet 5 and anticipated details about Fable 5, likely examining their capabilities, improvements, and implica

And as we say in our blog, we're continuing to refine these safeguards to better distinguish genuine misuse from legitimate requests and red…

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This post discusses ongoing efforts to improve AI safety safeguards, specifically refining systems to accurately differentiate between genuine misuse and legitimate user requests while addressing edge

Announcing our $800M Series C to accelerate the shift to open-source AI

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Together AI announced an $800 million Series C funding round to support its mission of advancing open-source artificial intelligence development and deployment. The funding will be used to accelerate

Apparently we didn't talk enough about w̶o̶r̶k̶f̶l̶o̶w̶s̶ loops yet! See ya there!

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Apparently we didn't talk enough about w̶o̶r̶k̶f̶l̶o̶w̶s̶ loops yet! See ya there! @steipete is now joining us for Crafting Software Factories! 📅 6pm Wed evening in SF after the @aiDotEngineer World's

Best part of @aiDotEngineer? The puppy zone

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This post likely references a casual, positive experience at an event or space associated with @aiDotEngineer, highlighting a 'puppy zone' as a memorable or enjoyable feature. Without access to the fu

🖲️ Codex Reset Distribution Initiated! 🚨 Loved celebrating this moment with the community. Enjoy your extra reset in the bank. Happy Codex…

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🖲️ Codex Reset Distribution Initiated! 🚨 Loved celebrating this moment with the community. Enjoy your extra reset in the bank. Happy Codexing! Media 🖲️ We love our community! To celebrate getting toge

Come build with Pinecone https://x.com/i/broadcasts/1aKbddvbdDdJX

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This X Spaces broadcast from Pinecone invites developers to join a live discussion about building applications and solutions using Pinecone's vector database platform. The session likely covers use ca

Cool use case of SAEs for dataset curation/exploration from the Krea 2 write-up! https://www.krea.ai/blog/krea-2-technical-report

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Sparse autoencoders (SAEs) are used in Krea 2 for dataset curation and exploration, enabling more interpretable analysis of training data through learned sparse feature representations. This applicati

Day 2 in 30 seconds. Packed keynote halls, a retro arcade battle on the show floor, and Mochi doing crowd control at the expo pen. Day 3 sta…

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Day 2 in 30 seconds. Packed keynote halls, a retro arcade battle on the show floor, and Mochi doing crowd control at the expo pen. Day 3 starts now. World Cup finals, the Autoresearch keynote, Moscone

Dry-run deployments with Vercel CLI

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Vercel CLI now supports dry-run deployments, allowing developers to preview and test deployment configurations without actually publishing changes to production or staging environments. This feature h

Enforce consistent code for agents and humans with konsistent

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Vercel introduced Konsistent, a tool designed to enforce consistent code standards across both AI agents and human developers. The solution helps maintain unified coding practices, style guidelines, a

Enjoy the codex reset people. A user got to push the secret button and suddenly all of you got more tokens. Hope the button goes back to @th…

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Enjoy the codex reset people. A user got to push the secret button and suddenly all of you got more tokens. Hope the button goes back to @thsottiaux where it belongs. (Also I think @sama has one) Medi

Excited to hear the keynote! Overall, such a great event and had a great time speaking too. @swyx killed it as always!

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This post is a brief social media testimonial from someone who attended an event where Swyx delivered a keynote address. The speaker expresses enthusiasm about both Swyx's keynote performance and thei

Fable 5 is back.

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Fable 5 has been announced or is in development, marking the return of the Fable franchise. The announcement was made by Thariq on X (formerly Twitter). This likely refers to a new entry in the action

Fireworks Batch API: 50% cheaper than serverless. We obviously love things fast, but sometimes async at scale is all you need. With the refr…

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Fireworks Batch API: 50% cheaper than serverless. We obviously love things fast, but sometimes async at scale is all you need. With the refreshed Batch API, you queue up a job and select whether you n

First Fable prompt now that it's back: Create a mystery website at http://aie-fable.dev for @swyx's @aiDotEngineer World's Fair conference. …

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First Fable prompt now that it's back: Create a mystery website at http://aie-fable.dev for @swyx's @aiDotEngineer World's Fair conference. It should give attendees a chance to get swag and sweet trea

Forward Deployed Engineers and the future of software engineering

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Forward-deployed engineers are specialized software professionals embedded within client organizations to provide hands-on technical expertise and implementation support for AI and software solutions.

/goal ?

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The post likely discusses the '/goal' command or feature, possibly in the context of a development tool, framework, or platform. Without access to the specific content, it appears to relate to functio

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