aggroNATION — the signal, aggregated

Nate Herk | AI Automation

Julian Goldie SEO

Gemini Live + Deep Research is Crazy Good!

Get the Agent OS & Gemini Masterclass 👉 https://www.skool.com/ai-profit-lab-7462/about Want to make money and save time with AI? Join here: https://www.skool.com/ai-profit-lab-7462/about Get a FREE AI SEO Strategy Session: https://go.juliangoldie.com/strategy-session?utm=julia

Julian Goldie SEO · Sep 17, 202651

48 views3 likes1 comments

How to Build GPT-6 Astra Automations (that don’t eat your usage limit)

Get FREE Hyperagent credits here: https://www.hyperagent.com/nate100 FREE First Client SOP: https://app.aiautomationsociety.ai/optin/first-client-SOP/ My Tools💻 FREE MONTH voice to text: https://get.glaido.com/nate Code NATEHERK for 10% off VPS (annual plan): https://www.hostin

Nate Herk | AI Automation · Sep 16, 202649

2K views136 likes13 comments

AI Revolution

OpenAI Just Revealed Something More Dangerous Than AGI

OpenAI now says recursive self-improvement is its top priority, while Dream-RSI and ModularRSI show agents improving how they search and operate. PhAI’s ScienceBuddy goes further by combining harness evolution with model retraining, pushing AI closer to systems that help improve

AI Revolution · Sep 16, 202651

5.3K views431 likes39 comments

Fahd Mirza

Union Alpha Stealth Model Tested: Coding, Vision, Reasoning

This video tests Union Alpha is a multimodal model built for research, coding, and agentic workflows. 📬Weekly AI Newsletter: https://fahdmirza.substack.com/ 🔥 Buy Me a Coffee to support the channel: https://ko-fi.com/fahdmirza #unionalpha PLEASE FOLLOW ME: ▶ LinkedIn:

Fahd Mirza · Sep 16, 202653

861 views62 likes25 comments

ManuAGI - AutoGPT Tutorials

Top AI Agent Projects : Nimble, Slashy, Aside, Juggler & Loqua

👉 AI Agents Studio : https://www.youtube.com/channel/UCAawqobkJZ28OLcYcMgqYaw?sub_confirmation=1 "This video covers the top trending AI Agent projects this week. You will see tools focused on autonomy, privacy, and workflow automation, from self-learning web search to local cont

ManuAGI - AutoGPT Tutorials · Sep 16, 202643

1.6K views44 likes2 comments

AISeeKing

System One Jev (Fully Explained): Does this really beat Transformer models? (Astra & Fable?)

In this video, I'll be telling you about Jev, a new System One Model from TypeSafe AI that claims to be up to two hundred times faster and four hundred times cheaper than traditional language models, with free output tokens and zero hallucinations. We’ll examine how Jev works, wh

AISeeKing · Sep 16, 202641

8.6K views120 likes23 comments

AICodeKing

OnSpace FREE AI App Builder: YOU NEED THIS right now!

Create AI Apps in minutes with OnSpace AI, No Code & No API Key Needed - https://www.onspace.ai/?via=yt_aicodeking Try it on your phone: https://onspace.onelink.me/za8S/rsmk2b1t?c=aicodeking Gift card code for 500 credits: aicodekingfan #Onspace.AI OnSpace AI is the next-generat

AICodeKing · Sep 16, 202639

5.3K views62 likes7 comments

Bilawal Sidhu

God’s Eye View of Air & Marine Traffic in the Bay Area

3D timelapse of aircraft and vessel traffic in the Bay Area. At this speed, highways in the sky and on the water reveal themselves. Quite a sight from a God’s Eye View! #osint #geospatial #3dvisualization

Bilawal Sidhu · Sep 15, 202638

8K views132 likes7 comments

TheAIGRID

This All-in-One Tool Can Build and Automate Your Online Business

Checkout flodesk - https://flodesk.com/ 🎓 Learn AI With Me For Free - https://www.skool.com/the-aigrid-community-1726 🌐Subscribe To My Newsletter - https://aigrid.beehiiv.com/subscribe Get your Free AGI Preparedness Guide - https://theaigrid.kit.com/agi 🐤 Follow Me on Twitte

TheAIGRID · Sep 15, 202637

3.1K views26 likes4 comments

Two Minute Papers

Claude Is Now Leaving Invisible Fingerprints In Its Text

❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.me/papers 📝 The papers and sources are available here: https://proceedings.mlr.press/v202/kirchenbauer23a.html https://www.nature.com/articles/s41586-024-08025-4 https://www.anthropic.com/news/claude-

Two Minute Papers · Sep 15, 202638

81.1K views1.3K likes316 comments

Codedigipt

Atria Dawn Preview Is INSANE — This AI Agent That Can Research, Code, & FIX Itself

Atria Dawn Preview is a powerful new AI agent that can research papers, write code, run experiments, analyze results, and even find and fix security. ================================ Subscribe 2nd channel here: https://www.youtube.com/@AIPhyOx ===============================

Codedigipt · Sep 15, 202636

21.4K views142 likes4 comments

WorldofAI

Grok 5.0 Will Be LEGENDARY, Gemini 4.0 Pro Leaks, China AI vs US AI, & Opus 5.2 Preview! AI NEWS

🚨 AI NEWS is absolutely insane today! Elon Musk just revealed major new details about the future of Grok, including Grok 4.7, Grok 4.8, Grok 4.9, and Grok 5 — with Grok 5 potentially becoming xAI’s most powerful model ever. Join the private community to get WoAI Bench Pro, excl

WorldofAI · Sep 15, 202637

53.9K views826 likes157 comments

Github Awesome

Shadcn Lint: a linter where a design-system violation tells the agent which variant to use instead

Shadcn Lint turns your Tailwind design rules into checks coding agents can run. You define which styles a component can change, then violations explain what went wrong and suggest alternatives from your existing design system. A button with forbidden padding can point the agent t

Github Awesome · Sep 15, 202638

1.9K views44 likes

Astro K Joseph

Claude Just Became a Full Creative Agency (ft. ElevenCreative MCP)

Claude can now do a lot more than just help you plan a marketing campaign. In this video, I connect ElevenLabs to Claude using MCP and try building an entire campaign from a single conversation - including the voiceover, visuals, video, music, sound effects, and even localized v

Astro K Joseph · Sep 15, 202636

3.1K views36 likes

Wes Roth

we JUST got played...

Dark money behind the AI panic. ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRothMoney ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: wesroth@smoothmedia.co _____

Wes Roth · Sep 10, 202631

108.3K views3.4K likes1.5K comments

RSS Feeds633 items

OpenAI Discloses Six New Incidents of ‘Concerning’ A.I. Behavior

jbegley · Sep 17, 202640

The Return of Sail Power: Cargo Ships Are Turning Back to the Wind

gumby · Sep 17, 202640

OpenSpec – A lightweight and configurable AI spec framework

etoxin · Sep 16, 202640

Australia says it could follow Canada in forging deeper ties with EU

doener · Sep 16, 202640

HarnessTax: How Much Does the Harness Matter for Coding Agents?

matt_d · Sep 16, 202640

Breaking the 1.58-bit Barrier for Ternary LLMs

matt_d · Sep 16, 202639

Backups Aren't Simple

afilipovski · Sep 16, 202639

Xiaomi Mimo 2.6 live post-training dashboard

krackers · Sep 16, 202639

Why Does the Universe Expand?

the__alchemist · Sep 16, 202639

How good are frontier models at physics?

qt31415926 · Sep 16, 202640

A coffee shop owner used AI to make a menu poster. Then came the angry DMs

TMWNN · Sep 16, 202640

Accurate Models of AMD Matrix Cores

matt_d · Sep 16, 202639

Training a 4B model to produce 81% faster query plans than Postgres

polyphilz · Sep 16, 202639

Reverse-engineered Jev-like model

rochansinha · Sep 16, 202639

Why a fast-growing German AI startup is moving its parent company from the US

jethronethro · Sep 16, 202640

Reddit728 items

Carrera del futuro¿?

Cuál opinan que va a ser la carrera del futuro?? Me estuve adentrando en programación, álgebra, Machine Learning para entrar el año que viene en Ingeniería en IA pero como viene la mano para los junior y ver cómo avanza la IA día a día me come la cabeza pensando en mi futuro. Me…

/u/Terrible-Jeweler6460 · Sep 17, 202640

Update: parked HITL writes. Cheap Flash for a read-only analytics agent — dates, bilingual routing, and Gemini cache at 0%

Thanks for the replies on the last post (read-only POS copilot, route → fetch → narrate → ground, Node/TS + Vercel AI SDK). The write-path comments were consistent: preview ≠ confirm in the same loop, idempotency + optimistic lock, fail closed near mutations. That’s enough for m…

/u/RedaHaloubi · Sep 16, 202640

The first AI agent is easy. The fifth is where companies get into trouble.

One agent is a use case. Five agents start becoming an operating problem: ownership, permissions, systems, models, testing, maintenance, costs. 15 Agents become a nightmare. Mid-sized companies usually don’t have a dedicated AI platform team to manage all of that. We solve this …

/u/luckytobi · Sep 16, 202640

I built a job search engine for Claude Code. 1,000 of you used it last week. Many weren't developers, so I updated it to read 10 million postings from every industry and country.

Quick Backstory Last Saturday I posted here about how Claude Code read 10k job postings against my resume, told me to apply to 190, and I ended up with 2 offers. I thought only a few CS students would try it. What actually happened 1,000 users in a week. When the feedback came i…

/u/parfumparrot · Sep 16, 202640

how do you actually build your own Instinct AI assistant

Instinct looks sick from the outside. text it, it books stuff, follows up, whatever. but im stuck on the waitlist and also kinda dont love the “give it everything” setup. has anyone figured out how to build your own Instinct AI assistant that you can just text, without waiting o…

/u/Other-Diet-7286 · Sep 16, 202640

<i will not promote/> - How are you validating agent calls in prod ?? Calling real api and spending money/buying stuff ??

Spent the last few weeks actually talking to founders. Cold DMs, intros, random convos. Never done sales before, always been an eng. It's humbling in a good way. You show up, you listen, you learn fast. One thing keeps coming up: agents that take real actions have no clean verif…

/u/Common_Dream9420 · Sep 16, 202640

One Data and One Index Change the Agent Retrieval Boundary

Hi, James here — I’m the CTO of Zilliz, the company and builder behind Milvus. Milvus is an open-source vector database built to store, index, and search embeddings for semantic search over unstructured data. Vector Lakebase expands that serving path into a lake-native foundatio…

/u/J_Luan_ · Sep 16, 202640

Over the next five years, will more profit come from using AI to build software, or from integrating AI into software products?

I understand the benefits of both, but I'm curious about the overall market. Which will ultimately create more value and profit over the next five years: AI built software or software with AI integrated into it?   submitted by   /u/FaithlessnessFar6431 [link]   [comm…

/u/FaithlessnessFar6431 · Sep 16, 202639

Are AI copilots fundamentally limited because humans still have to review everything?

Hello, I've been thinking about whether the whole "copilot" model has a scaling problem that we don't talk about enough. Say an AI drafts a customer support response. The human reads it, checks it, maybe edits it, and sends it. Obviously that's faster than writing everything fro…

/u/Informal-Dust4499 · Sep 16, 202639

AI for study

Hi, I'm starting my university and I'm trying to find the best AI to be my tutor for the next years. I have a lot of programming work and math. Which AI do you recommend the most? Or should I buy 2 AI's? If you could help me I would gladly aprecciate it.   submitted by  …

/u/Ticolarico · Sep 16, 202639

Astra

hello everyone , i have a question , is it possible for astra AI , to upgrade a local AI? for example pewdiepie’s odysseus , can astra give him the ability to open apps , for example unity , and make stuff for you ? can it rewrite an AI’s code ? thanks   submitted by   /…

/u/ResidentJeweler1406 · Sep 16, 202639

Learn AI System Design from scratch for FREE!!!!!!!

I’ve started a new series on AI System Design — From POC to Production . The first post focuses on how to choose the right LLM for a production workload , rather than simply picking the highest-ranked model. It covers the escalation ladder, model architectures, access methods, r…

/u/Hamza_1702 · Sep 16, 202640

What web scraping tools are you using right now?

Tired of constantly babysitting and checking if nothing broke, o started looking for some tools. I'm comparing a few options for pulling data from websites without having to constantly deal with blocks, proxies, captchas and broken scripts. There seem to be a lot of choices now …

/u/OctoberFyre · Sep 16, 202639

I made a sourced comparison of realtime speech-to-speech models

I kept running into the same architecture question when evaluating realtime voice models: who owns the turn? I turned my research into a public reference comparing OpenAI Realtime, GPT-Live, Gemini Live, Amazon Nova Sonic, Grok Voice, and Ultravox. It covers interruption behavio…

/u/mahimairaja · Sep 16, 202639

Unpopular opinion: pure tech as a moat is dead

For a long time I believed a good enough product eventually wins. that if you build something that works and keep improving it, the market sorts itself out in your favor. I don't believe that to be true anymore. AI changed the actual cost of building something, because what used…

/u/Capable_Document3744 · Sep 16, 202639

HuggingFace288 items

ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

Coding agents are typically evaluated with desired behavior specified through issues or instructions. In practical web development, however, agents may need to infer behavior from working software and implement it in an incomplete application. We introduce ProgramDistill, a bench

Jeonghye Kim, Minseon Kim, Young Jin Kim, Matheus Pereira · Sep 16, 202637

3 likes

Gaze as Evidence for Common Grounding: A Cross-Corpus Analysis of MapTask and MUNDEX

In collaborative tasks with asymmetric information, participants coordinate their understanding through interaction. We ask whether gaze provides evidence about grounding across two such tasks. Working from discrete behavioral annotations, we map HCRC MapTask (Anderson et al., 19

Nan Li, Albert Gatt, Massimo Poesio · Sep 16, 202637

Modality-Autoregressive World-Action Models

World-action models (WAMs) jointly model future observations and actions, typically predicting the future as RGB images. Other visual modalities such as depth, pretrained visual features, and point tracks can more efficiently capture geometric, semantic, and motion features. Howe

Adam Hung, Bardienus P. Duisterhof, Deva Ramanan, Jeffrey Ichnowski · Sep 15, 202634

5 likes

ImpossibleRubrics: Stress-Testing Generated Rubrics as Reward Signals

Language model-generated rubrics are increasingly used as reward signals for rubric-based reinforcement learning, LLM-as-a-judge evaluation, and automated grading. Such rubrics are reliable only if they reward honest answers over adversarial answers optimized to exploit them. Yet

Bowen Qin, Yi Xie, Yesheng Liu, Xi Yang · Sep 15, 202634

2 likes

FLAT: Resampling Image and Text into 1D Flexible-Length Aligned Transmodal Tokens for Retrieval and Generation

Traditional multimodal representation learning and generation are two stages: a contrastive or self-supervised visual encoder is trained first, followed by a separate downstream generative model. This setup bottlenecks generative performance behind frozen embeddings. To bridge th

Guangyu Sun, Shlok Kumar Mishra, Wentao Bao, Robert Zhenheng Yang · Sep 15, 202634

12 likes

LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence

We introduce LimiX-2, a new model in the LimiX family, developed through model and data scaling guided by our previously established scaling laws. LimiX-2 adopts the Contextual Mechanism Networks (CMNs) paradigm and is pretrained with Context-Conditional Masked Modeling (CCMM). C

Xingxuan Zhang, Gang Ren, Hao Yuan, Hao Zou · Sep 15, 202634

2 likes

Emergence World: Adversarial Stress-Testing of Long-Horizon Multi-Agent Systems

As AI agents move from bounded tasks to persistent deployments, failures can propagate through memory, tools, other agents, and environmental state long after their interactions. This creates a safety regime that cannot be characterized by evaluating model responses in isolation.

Deepak Akkil, Tamer Abuelsaad, Karthik Vikram, Matthew Pace · Sep 15, 202634

2 likes

PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control

Interactive control for video generation is moving from coarse prompts toward fine-grained, physically meaningful manipulation of dynamic scenes. Yet existing controllable methods either require the full control schedule before generation starts, or use pixel-space signals that d

Chuhao Chen, Peter Wonka, Chaoyang Wang, Chen Wang · Sep 15, 202634

3 likes

AI for Games in the Foundation Model Era

Foundation models, alongside advances in learned game-world models, are reshaping AI across the game lifecycle. Beyond playing games, recent systems model players and game dynamics, support design and development, adapt player-facing experiences at runtime, and evaluate resulting

Meng Luo, Yanlin Li, Hao Li, Hongzhan Lin · Sep 15, 202634

108 likes

ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents

We introduce and release ScienceBuddy, an interactive scientific research workspace that brings continually improving scientific agents into researchers' everyday workflows. ScienceBuddy supports researchers in carrying out scientific tasks while transforming their requests, feed

Shuhan Xue, Jianyuan Zhong, Ziyuan Nan, Wenbin Li · Sep 15, 202634

17 likes

HarnessVLN: Unifying Training-Free Embodied Navigation through an Agent Harness

Embodied navigation requires agents to interpret visual observations, accumulate spatial knowledge, and execute actions to follow instructions or locate objects. Training-based methods face generalization challenges, while training-free methods exploit multimodal large language m

Yang Chen, Lirong Che, Zhenyu Huang, Wenbo Fu · Sep 14, 202632

15 likes

LynnReal-Omni: Native multi-modal Video Generation for Agentic Visual Workflows

Video diffusion models are stochastic and hard to control: precise content often requires repeated sampling without guaranteed success, and long-horizon scenes drift in appearance, interactions, and temporal coherence. Agentic visual creation provides explicit references, editabl

Xiaofeng Mao, Peijia Lin, Shaohao Rui, Yibo Zhang · Sep 14, 202632

46 likes

ModularRSI: Modular and Generalizable Recursive Harness Self-Improvement

Recent work extends recursive self-improvement (RSI) to agent harnesses for long-horizon coding and terminal tasks, enabling agents to improve execution mechanisms from experience. However, generalizable harness RSI remains challenging. First, evolving harnesses on evaluation ben

Siwei Wu, Jincheng Ren, Yizhi Li, Haau-Sing Li · Sep 14, 202632

7 likes

Decoy Direction Optimization: A Post-Hoc Defense Against LLM Abliteration

Safety guardrails in open-weight language models can be readily bypassed using Refusal Feature Ablation (RFA), a technique that identifies and projects out a linear refusal direction from the residual stream, often achieving a high attack success rate (ASR) while preserving model

Aashiq Muhamed, Mona T. Diab, Virginia Smith · Sep 14, 202632

2 likes

RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments

Digital agents must often adapt to new environments whose interfaces, tools, and failure modes are not fully captured by pretrained models. We introduce RSIAgent, a training-free multi-agent framework for recursive self-improvement through autonomous memory construction. RSIAgent