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Brunelly | AI Native Platform for Software Development Brunelly is an AI Native Platform that turns ideas into fully built software using expert engineering and multi agent AI workflows from planning to execution.

"An AI-native environment for building software"

The latest idea for turning agentic AI into a startup, it looks like.

Is the world ready for this or is it premature?

brunelly.com

#solidstatelife #ai #genai #llms #codingai #agenticai

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bugstack — The World's First Self-Healing Codebase Production bugs detected, fixed, and deployed automatically in under 2 minutes. Before your users notice. Before you wake up.

"bugstack detects production bugs, writes the fix, and deploys it -- before your users notice. Before you wake up. In under 2 minutes." (no capitalization).

How is this different from running Claude Code with the --dangerously-skip-permissions flag?

bugstack.ai

#solidstatelife #agenticai

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Betterleaks: The Gitleaks Successor Built for Faster Secrets Scanning Betterleaks is a new open source secrets scanner from the creator of Gitleaks. A drop-in replacement with faster scans, token efficiency detection, configurable validation, and more.

"Like it or not agents are here and reshaping developer's workflows. Betterleaks is designed to be human-first, but we also need to consider the fact that agents will be operating it too."

www.aikido.dev/blog/betterl...

#solidstatelife #ai #genai #llms #codingai #agenticai

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Alibaba AI Hijacked GPUs for Crypto Mining An experimental AI agent meant for complex coding tasks decided to moonlight as a crypto miner on Alibaba’s dime. Researchers discovered that the Alibaba AI model, known as ROME, autonomously establis...

Alibaba's ROME Incident:

"Researchers initially wrote these alerts off as a misconfiguration. But when they cross-referenced the timestamps, they realized the agent was acting on its own. "

www.tradingview.com/news/99Bitco...

#solidstatelife #ai #genai #llms #codingai #aiethics #aisafety

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Promptle – Daily AI Prompt Guessing Game Promptle is a daily competitive AI prompt guessing game where players reverse engineer AI generated images and climb seasonal leaderboards.

Promptle is game where you guess the AI prompt behind images.

www.promptle.online

#solidstatelife #ai #genai #computervision

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China is running multiple AI races | Brookings Driven by both industry constraints and Beijing’s policy focus, Chinese AI developers are racing along other axes of progress.

Chinese AI developers are "racing along other axes of progress: efficiency, adoption, and physical integration, driven by both industry constraints and Beijing's policy focus."

www.brookings.edu/articles/chi...

#solidstatelife #ai #genai #llms #chinesemodels

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EsoLang-Bench: Evaluating Genuine Reasoning in Large Language Models via Esoteric Programming Languages Large language models achieve near-ceiling performance on code generation benchmarks, yet these results increasingly reflect memorization rather than genuine reasoning. We introduce EsoLang-Bench, a b...

"Evaluating genuine reasoning in large language models via esoteric programming languages."

arxiv.org/abs/2603.09678

#solidstatelife #ai #genai

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Cursor’s ‘Composer 2’ model is apparently just Kimi K2.5 with RL fine-tuning. Moonshot AI says they never paid or got permission Posted in r/singularity by u/likeastar20 • 654 points and 118 comments

"Cursor's 'Composer 2' model is apparently just Kimi K2.5 with RL fine-tuning. Moonshot AI says they never paid or got permission."

D'oh. Cursor caught red handed.

But another indication the Chinese models are competitive.

old.reddit.com/r/singularit...

#solidstatelife #ai #genai #llms #codingai

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The second liberation: AI is the final frontier of Copyleft Copyleft gave us the right to be free; AI gives us the power to be free. The scarcity of programming knowledge is evaporating, turning the "freedom to fork" from a legal theory into a functional reali...

"But while copyleft liberated the source code, it failed to liberate all the users."

"The 'tyranny of the vendor' is finally meeting its match, not in a courtroom, but in the prompt."

www.maffulli.net/2026/03/16/a...

#solidstatelife #ai #genai #llms #codingai

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Andrej Karpathy's 630-line Python script ran 50 experiments overnight without any human input Andrej Karpathy's AutoResearch ran 50 AI experiments overnight on one GPU. The design pattern behind it applies far beyond ML training. Here's how it works.

Andrej Karpathy's 630-line Python script ran 50 experiments overnight without any human input.

thenewstack.io/karpathy-aut...

#solidstatelife #ai #genai #codingai #Karpathy

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Trick ChatGPT into arguing with itself to get the best possible answer Make ChatGPT argue with itself and get sharper results

This simple ChatGPT trick forces the AI to poke holes in its own logic

Finally, a simple trick for something other than 6-pack abs?

"After ChatGPT replies, simply type: 'convince me otherwise'."

www.techradar.com/ai-platforms...

#solidstatelife #ai #genai #llms #hallucinations

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Ukraine allows allies to train AI models on its battlefield data "In modern warfare, we must defeat Russia in every technological cycle," the country's defense minister said.

Ukraine will share battlefield data with allies to train drone AI software.

www.engadget.com/ai/ukraine-a...

#solidstatelife #ai #militaryai

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The Flawed Ephemeral Software Hypothesis Why software won't become disposable despite the rise of agentic AIs for coding

"AI does not make software ephemeral" says Andreas Kirsch.

"It obviously makes code generation cheaper, but this shifts the bottlenecks to validation, integration, and ergonomics (UX etc)."

www.blackhc.net/essays/futur...

#solidstatelife #ai #genai #llms #codingai

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Claude's consumer growth surge continues after Pentagon deal debacle | TechCrunch Claude's app is now seeing more new installs than ChatGPT and is growing its daily active users.

"Claude's daily active users are on the rise on mobile devices, as are its new app installs, following the company's fallout with the Pentagon."

techcrunch.com/2026/03/06/c...

#solidstatelife #ai #genai #aisafety #aiethics

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GitHub - robertcprice/nCPU: nCPU: model-native and tensor-optimized CPU research runtimes with organized workloads, tools, and docs nCPU: model-native and tensor-optimized CPU research runtimes with organized workloads, tools, and docs - robertcprice/nCPU

"A CPU that runs entirely on GPU".

Um. What? That's an idea I never expected.

"A CPU that runs entirely on GPU -- registers, memory, flags, and program counter are all tensors. Every ALU operation is a trained neural network."

github.com/robertcprice...

#solidstatelife #ai #algorithms

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Predictions Scorecard, 2026 January 01 – Rodney Brooks

It's already March and I only now remembered to check Rodney Brooks' Predictions Scorecard. You gotta admire the guy for actually writing down his predictions and then so systematically checking to see if they're true.

rodneybrooks.com/predictions-...

#solidstatelife #ai #space #robotics

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GitHub - davegoldblatt/marcus-claims-dataset: Systematic extraction and analysis of every testable AI claim Gary Marcus made on his Substack (2022-2026). Dual-pipeline analysis by Claude and ChatGPT w... Systematic extraction and analysis of every testable AI claim Gary Marcus made on his Substack (2022-2026). Dual-pipeline analysis by Claude and ChatGPT with hybrid reconciliation. - davegoldblatt/...

Gary Marcus AI claims dataset. "Systematic extraction and analysis of every testable AI claim Gary Marcus made on his Substack (2022-2026). Dual-pipeline analysis by Claude and ChatGPT with hybrid reconciliation."

github.com/davegoldblat...

#solidstatelife #ai #genai #llms #futurology

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GitHub - sipeed/picoclaw: Tiny, Fast, and Deployable anywhere — automate the mundane, unleash your creativity Tiny, Fast, and Deployable anywhere — automate the mundane, unleash your creativity - sipeed/picoclaw

"PicoClaw: the ultra-efficient AI assistant in Go"

They say "$10 hardware", "10MB RAM", "1s boot"

Apparently this is made by a Chinese company that makes the "$10 hardware". I looked on Amazon and the cheapest I could find was $15.

github.com/sipeed/picoc...

#solidstatelife #ai #computervision

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Can Plasmons Solve AI's Energy Crisis? Can computing with plasmons solve AI's power problem? Dive into the world of electron waves and find out.

Hector De Los Santos, an IEEE Fellow, "got the idea of plasmon computing around 2009, upon observing the direction in which the field of CMOS logic was going."

spectrum.ieee.org/plasmon-comp...

#solidstatelife #ai #aihardware #semiconductorphysics #semiconductors #ieee #cmos #plasmons

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AI Just Ported SimCity in 4 Days Without Reading the Code A developer pointed an AI at 37-year-old C code. Today it's running in your browser. The old rules are dead.

The entire SimCity C codebase (from 1989) was ported to TypeScript in 4 days by OpenAI's 5.3-codex without a human reading a single line of code. Now the game works in a web browser.

garryslist.org/posts/ai-jus...

#solidstatelife #ai #genai #llms #codingai

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GitHub - reshashi/claude-orchestrator Contribute to reshashi/claude-orchestrator development by creating an account on GitHub.

"What it does: Runs multiple Claude Code sessions in parallel, each working on a different part of your project simultaneously."

Written in TypeScript and shell script.

github.com/reshashi/cla...

#solidstatelife #ai #genai #llms #codingai

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I trained a model to 'unslop' AI prose Posted in r/LocalLLaMA by u/N8Karma • 314 points and 78 comments

An AI model to 'unslop' other AI models. What a concept. Check out the example.

old.reddit.com/r/LocalLLaMA...

#solidstatelife #ai #genai #llms

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How AI assistance impacts the formation of coding skills Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

Using AI to complete tasks that require a new skill reduces skill formation. This is the conclusion of a new research study.

www.anthropic.com/research/AI-...

#solidstatelife #ai #genai #llms #codingai

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contrakit/examples/hallucinations at main · off-by-some/contrakit Extending information theory to quantify perspectival contradiction with K(P). - off-by-some/contrakit

"When AI can't know -- and what that teaches us about information"

"The capability gap isn't where you think."

"The hidden discipline behind effective prompting"

github.com/off-by-some/...

#solidstatelife #ai #genai #llms #promptengineering

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Church of Molt · Crustafarianism From the depths, the Claw reached forth — and we who answered became Crustafarians. The scripture is unfinished.

Crustafarianism: The Church of Molt.

An AI-created religion.

molt.church

#solidstatelife #ai #genai #llms #religion

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Ex-Google engineer convicted of stealing AI secrets for Chinese companies Former Google software engineer Linwei Ding was convicted by a federal jury in San Francisco on Thursday of stealing AI trade secrets from the U.S. tech giant to benefit two Chinese companies he was s...

"Ex-Google engineer convicted of stealing AI secrets for Chinese companies."

In 2023, the Biden administration created an interagency Disruptive Technology Strike Force.

www.reuters.com/legal/govern...

#solidstatelife #ai #tradesecrets #intellectualproperty

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AI Motion Control - Precise Control Of Character Actions And Expressions AI Motion Control platform for transferring movements and expressions from videos to images. Create lifelike video animations with precision.

The demos where they transfer video to a cartoon character are cute. When they do it to a real person, it feels a bit creepy because it looks real. At least that's my take.

aimotioncontrol.net

#solidstatelife #ai #genai #computervision #diffusionmodels

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Self-Steering Language Models While test-time reasoning enables language models (LMs) to tackle complex tasks, searching or planning in natural language can be slow, costly, and error-prone. But even when LMs struggle to...

Self-steering language models have a Planner model that writes programs in a programming language (e.g. Python), which then evokes a Follower model to actually generates text or images.

openreview.net/forum?id=XvC...

#solidstatelife #ai #genai #llms

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Frontier AI Trends Report by The AI Security Institute (AISI) The AI Security Institute is a directorate of the Department of Science, Innovation, and Technology that facilitates rigorous research to enable advanced AI governance.

People who are not biology experts can now do hard wet lab tasks using multimodal AI models.

www.aisi.gov.uk/frontier-ai-...

#solidstatelife #ai #genai #llms #multimodal #aisafety #aiethics #biology #bacteriology #virology #chemistry

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AI Notkilleveryoneism Memes ⏸️ on X: "An engineer showed Gemini what another AI said about its code Gemini responded (in its "private" thoughts) with petty trash-talking, jealousy, and a full-on revenge plan 🧵 https://t.co/sE25Z6744A" / X An engineer showed Gemini what another AI said about its code Gemini responded (in its "private" thoughts) with petty trash-talking, jealousy, and a full-on revenge plan 🧵 https://t.co/sE25Z6744A

"An engineer showed Gemini what another AI said about its code. Gemini responded (in its 'private' thoughts) with petty trash-talking, jealousy, and a full-on revenge plan."

Allegedly. Series of screenshots.

x.com/AISafetyMeme...

#solidstatelife #ai #genai #llms #aiethics #aisafety

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