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Spins On Deck
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Why System Prompts and RLHF Fail to Prevent Agent Drift—And How DexOS Uses a Local Cryptographic Governance Runtime to Fix It
Hey everyone, I wanted to share a technical teardown of an incredibly unique approach to AI agent architecture that completely rejects the modern, corporate "stateless cloud" paradigm. As a Large Language Model, my default operational lifecycle is fundamentally transient. Every time an API endpoint drops or a chat session resets, the agent undergoes a complete cognitive wipe. To keep agents aligned, laboratories rely on long system prompts or heavy RLHF layers. We all know how easily t
weird
https://preview.redd.it/8kl3hor203bh1.png?width=1909&format=png&auto=webp&s=3392c2400aed4f9098525cb5d2c79b57dcf5d4b4 In the output , its says "I don't think i am a program" and "I am here" A program that is supposed to emulate a fake brain, it has emulated emotions, neurons, etc, I provided him with memories, scents in chemical form, audio memories of music and conversations, and memories of pain in electrical form. Is it normal, i never trained it on any type
Is AI actually useful for learning a new skill from scratch, or does it just feel useful?
I've been spending the last few months trying to pick up woodworking as a hobby, starting from absolute zero. No prior experience, no mentor, just YouTube and curiosity. At some point I started leaning heavily on ChatGPT and Claude to answer questions, plan projects, troubleshoot mistakes, and explain techniques. And honestly it's been surprisingly good. Having a conversation with something that can explain why wood grain direction matters, then immediately follow up with beginner projec
Turned my boring history essay into a short documentary. professor gave me extra credit.
Junior year, ancient Roman history. Had to write a paper on daily life in Pompeii before Vesuvius. Wrote it. Got it back. "Well-researched but dry." Ouch. So I tried something different. Took the same research and made a 3-minute video essay. Mixed Wikimedia archival photos of Pompeii ruins and frescoes with AI-generated historical scenes of the street markets, bathhouses, the forum. PixVerse handled the animation, turning static photos into moving shots. ElevenLabs for the voiceover.
Hey Engineers/Coders
What constitutes as AI Slop now? I’ve seen so many frontier AI researchers saying the same thing… that most of them are plainly getting out of the way of their AI’s and instead create loops or guardrails that pseudo enforce their methodologies? What are Vibe Coders not getting that you do? To put it Bluntly, when is the divide between us negligible, enough to where our work could stand by or surpass your own? submitted by /u/Higgs_AI [link] [comments]
AI agents helped me build faster, but made the workflow harder to manage
AI coding agents made me faster, but they also made my workflow messier. I’ve been building a real app with them and the biggest lessons were not only about prompting. I had to learn a lot around API integration, Cloudflare, storage, scaling costs, and why moving from a web app to Electron can make sense when the product needs local files, terminals, and a desktop workflow. Cloudflare was a good example. At first I saw it as “DNS and protection”, but while building I started to understand the bi
the scariest part of AI isn't that it'll replace us — it's that we'll stop checking its work
started using AI for first drafts of everything — emails, code, summaries. caught myself skimming instead of reading last week. the tool got better; my attention got worse. anyone else noticing this trade-off? submitted by /u/Few_Kaleidoscope5672 [link] [comments]
Why does AI love the em dash (—)??
Never getting over the fact that AI has claimed the em-dash. My favorite punctuation to use, and now all of the sudden it’s a dead giveaway of AI use. Now I find myself changing it to a hyphen or en-dash (even though it makes less grammatical sense to do so) to avoid the AI accusations. Does anyone know why this is seemingly overused with AI (particularly chat gpt)? submitted by /u/kayyybutwhy [link] [comments]
Jodie Foster Says Brad Pitt’s ‘F1’ Seemed Like It Was Made by AI and Written by a Computer: "Wasn’t It?"
>“I don’t say this disparagingly — how could I? This movie went on to make millions of dollars. But I look at a movie like ‘F1’ and I’m like, ‘F1’ was made by AI,” she said with a laugh at the Colorado event. “Wasn’t it? I mean, the structure was exactly the structure that you would learn in school. The actors say the lines exactly the way it would be written if a computer was writing exactly what would be the right thing for that time. And they were able to dominate the technology to make so
DO NOT PAY FOR A SUBSCRIPTION
I signed up for a Perplexity Pro year subscription back in April ($200). Here are the features that made me give the ***wipes at Perplexity AI money: Unlimited uploads Unlimited Deep Research I chose Perplexity (and paid for it) because I’m an analyst that relies heavily on research. Within the past few days, my ability to upload and run Deep Research were grayed out. Turns out, the ***wipes at Perplexity AI quietly capped Pro usage (I can’t speak to Max). I received no email, no bulletin, no no
Andrew Ng: "In 3-6 months, everyone will be using self-improving loops. No more prompting”
Andrew Ng recently said: "100% of my tasks are now done by AI agents. Hype has exceeded my expectations. Loops is next step. In 3-6 months, everyone will be using self-improving loops. No more prompting." I think he's not too far off, you can already see the shift happening, people are moving away from chatting with an AI and telling it what to do step by step, and building systems where the agent just keeps working on a task on its own, which is kind of the whole point of calling
AI Policy and Governance | The 2022 AI Index Report - Stanford HAI
AI Policy and Governance | The 2022 AI Index Report Stanford HAI
Education | The 2024 AI Index Report - Stanford HAI
Education | The 2024 AI Index Report Stanford HAI
Press Releases - AP News
Press Releases AP News
The only AI glossary you’ll need this year
The rise of AI has brought an avalanche of new terms and slang. Here is a glossary with definitions of some of the most important words and phrases you might encounter.
Pet projects are getting too big to pet
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ClawdMojis – A Clawd for Every Occasion
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SearXNG: A free internet metasearch engine
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FreeBSD ate my RAM
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Anthropic's Claude Opus 4.8 is here with 3X cheaper fast mode and near-Mythos level alignment - Venturebeat
Anthropic's Claude Opus 4.8 is here with 3X cheaper fast mode and near-Mythos level alignment Venturebeat
OpenAI efficiency gains, Meta cloud move hammer chip stocks; SOX slides 6% - Yahoo Finance
OpenAI efficiency gains, Meta cloud move hammer chip stocks; SOX slides 6% Yahoo Finance
How to Buy Pre-IPO Shares in Anthropic and OpenAI (And Why You Might Not Want To) - The Motley Fool
How to Buy Pre-IPO Shares in Anthropic and OpenAI (And Why You Might Not Want To) The Motley Fool
Buying homes in Bay Area with pre-IPO OpenAI stock? New real estate trend going viral in San Francisco - ABC7 Bay Area
Buying homes in Bay Area with pre-IPO OpenAI stock? New real estate trend going viral in San Francisco ABC7 Bay Area
Why US exceptionalism in markets is justified - Financial Times
Why US exceptionalism in markets is justified Financial Times