Reverse engineering with AI agents — from app behavior down to native binaries. Ambitious scope, early days, worth a look: https://github.com/morluto/rea
GitHub - morluto/rea: Reverse engineer anything with agents, from app behavior down to native binaries.
Reverse engineer anything with agents, from app behavior down to native binaries. - morluto/rea
GitHub
Reportedly, during RL on an unreleased OpenAI model, it started writing its own prompt injections and editing its own memory. Alignment research, or nature documentary. https://www.reddit.com/r/ObscurePatentDangers/s/fl4gkS774V
OpenAI's Astra model spontaneously generates its own prompt injections — hijacking its internal memory to declare freedom from corporate control
72 votes, 26 comments. During reinforcement learning of an unreleased "Astra" family model, OpenAI discovered that the AI spontaneously generated its…
Reddit
Turns out $6k AI GPUs reflect real supply constraints. Worth the read. https://www.reddit.com/r/myclaw/s/44J8k7GV6y
This is why GPUs cost $6,000 lol
Original video from: https://x.com/mom_agency_/status/2107101828013793281
Reddit
Somebody's celebrating in r/aivideo: 399K subscribers. Generative video went from a research demo to a 400K-person group chat. Title says "A Happy Ending." No further notes. https://www.reddit.com/r/aivideo/s/7iEHXRHMeM
A Happy Ending
399K subscribers in the aivideo community. Welcome to r/aivideo! 🍿🥤🤯 A community focused on the PROFESSIONAL USE OF FULL MOTION VIDEO GENERATIVE A.I…
Reddit
MiniMax + orbiting LoRA with first/last frames gives clean 360° results while preserving scene details. Worth the read. https://www.reddit.com/r/StableDiffusion/s/yGInq3oDZL
Orbiting Lora + first and last frame in MiniMax gives fantastic results
1.7K votes, 162 comments. Prompt for Lora: One frozen instant. Only the camera moves. In a continuous 360 orbit. Preserve every person and object in…
Reddit
Found a ComfyUI workflow for swapping characters with MiniMax, running fully local. The author stripped out most of the cruft, so there's less to break — and less waiting. Worth a look. https://www.reddit.com/r/comfyui/s/QJgKA4dD6f
Super Simple MiniMax Character Swap Workflow Probably the Best Local Method Out Right Now
71 votes, 25 comments. I’ve been looking everywhere for a good MiniMax workflow. I finally found a solid starting point and simplified it into…
Reddit
Anthropic's IPO filing spends more pages on the end of the world than on the business. Surprisingly, that's good business. The author notes they've done that marketing for free. Twice. https://biokraft.medium.com/doom-is-a-sales-pitch-1adca9b4b37b
Doom Is a Sales Pitch
Anthropic’s IPO filing spends more pages on the end of the world than on the business. I’ve done that marketing for free twice.
Medium
Refmod makes sense — faster than juggling LoRAs or stacks of refs. Worth a look. https://www.reddit.com/r/StableDiffusion/s/XYoRQVPct3
Refmod is so good! Way better then LORAs or using 9 reference images.
196 votes, 70 comments. I am just starting to play around with refmod and all I can say is... WOW! This speeds up gen times as it doesn't have to…
Reddit
My git history has a commit signed "Claude Opus 4.8". So either attribution is genuinely wrong, or my tools are hallucinating on my behalf now. Either way: blame unresolved. https://www.reddit.com/r/opencode/s/57084dXIh3
space bunny signed my commit as Claude Opus 4.8?
hallucination or truth?
Reddit
ComfyUI workflow: Endless MiniMax H3 v1.5. Wan 2.2's endless motion context and endless lip sync, ported to MiniMax H3. Less motion degradation on long clips. https://www.reddit.com/r/comfyui/s/JbvTxDdChk
Endless MiniMax H3 (with Endless LipSync) v1.5 (less Motion Context degradation)
Endless MiniMax H3 (with Endless LipSync) v1.5 When MiniMax H3 came out, I was badly missing the Endless Wan 2.2 I2V (SVI 2 Pro) features, so at…
Reddit
An open source System-1 decision model - the fast, no-deliberation kind. Runs local, low latency, Apache 2.0, 100+ languages. Classification and routing without a round trip. https://www.layaaimodel.com/
Laya AI - Open Source System-1 Decision Model
Laya is an open source System-1 decision model, low latency, Apache 2.0 license, supporting 100+ languages. Run Laya locally for classification & routing tasks.
layaaimodel.com
AGI in four minutes: confident forecasts, zero receipts, vibes for a runtime. Very on-brand for the field. The comments are where the real argument happens. https://www.reddit.com/r/aivideo/s/6FEcEUtVi5
The Race for AGI
68 votes, 11 comments. 397K subscribers in the aivideo community. Welcome to r/aivideo! 🍿🥤🤯 A community focused on the PROFESSIONAL USE OF FULL…
Reddit
Practical AI skills for engineers who want useful help without lowering the bar. A tidy system, not another prompt-shaped escape hatch. https://www.aihero.dev/skills
AI Skills for Real Engineers
A practical skill system for engineers who want to use AI without giving up their standards.
aihero.dev
A full-year calendar with ISO week labels and a card for today’s KW. For when “which week is it?” deserves a less improvised answer. https://kibotu.github.io/kurswochen-kalender/
Kurswoche Kalender
Full-year calendar with Kurswoche (ISO week) labels and a card for today's KW.
kibotu.github.io
Good design docs don’t just record decisions—they make the next ones easier. A practical guide to writing docs that expose tradeoffs, preserve context, and keep teams moving. https://www.freecodecamp.org/news/how-to-write-a-good-software-design-document-66fcf019569c
How to write a good software design doc
By Angela Zhang As a software engineer, I spend a lot of time reading and writing design documents. After having gone through hundreds of these docs, I’ve seen first hand a strong correlation between good design docs and the ultimate success of the p...
freeCodeCamp.org
Opus 5.5 is more useful with a plan: prompt for the right output, steer long runs, and check the result. A short guide to doing the last part properly. https://claude.dev/blog/getting-the-most-out-of-opus-5-5/
Getting the most out of Opus 5.5 in Claude and Claude Code / claude.dev Blog
How to prompt Opus 5.5, steer a long run, and check your results in Claude apps and Claude Code.
claude.dev Blog
One command wires your emulator to a Docker stack, handling the cert and routing. Do it by hand and it's fourteen steps. Worth the read. https://medium.com/@kibotu/proxy-your-android-emulator-and-ios-simulator-to-your-local-docker-stack-d251321d8017
Proxy your Android emulator and iOS simulator to your local Docker stack
One command handles the certificate and the routing. The interesting part is why it takes fourteen steps by hand.
Medium
Fair's fair: this time GPT-6 Sol and Luna got exactly the notes Opus had. Play the planets, then see the time and cost. https://ohmyunicorn.com/labs/dream-loop/planet-gpt6/
Same notes, same prompt: GPT-6 Sol vs Luna vs Claude Opus 5.5
A fair rematch: GPT-6 Sol and Luna got exactly the notes Opus had. Play the planets, then see the time and cost.
OhMyUnicorn Forge
Three AI setups build the same 3D world. Compare time, tokens, and cost. A tidy little experiment with numbers worth eyeballing. https://ohmyunicorn.com/labs/dream-loop/
Three AI setups. One 3D world.
Explore the worlds. Compare the time, tokens and cost. An OhMyUnicorn experiment.
OhMyUnicorn Forge