building @newcoin_nco an open-ended peer-to-peer reinforcement learning system. @mit decentralized AI consortium. #cybernetics

Joined July 2016
Remembering why we are doing this #web3 thingy youtube.com/watch?v=_CFJwov-…
4
13
50
Vectoshi Newkamoto retweeted
Satya is right. The way to make SI safe is not to train it with a sense of self, its own moral philosophy, and permission to act as a conscientious objector. That’s the “alignment” approach and it magnifies the control problem. The engineering approach that Satya describes is different: separate the supply of intelligence from authority over it. Surround non-deterministic models with deterministic controls, observability, privilege limits, logging, and the ability to always contain or shut them down. Treat models/agents like powerful insider risks, not moral patients whose psychological wellbeing is at stake. As Satya points out, the most trustworthy system is the one that lets us trust the model the least — not the one that encourages the model to develop independent agency and grievances. Engineering safety is not the same thing as “alignment.”
677
946
180
8,525
622,400
🎠
451
11,670
512
67,827
1,907,963
Vectoshi Newkamoto retweeted
For my first post, I’m sharing a letter @NVIDIA signed on why open models matter. AI will transform every industry, power every company, and be built by every country. Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty. The world needs both frontier closed models and frontier open models. images.nvidia.com/pdf/Open-W…
15,976
29,262
10,950
171,443
66,504,798
Vectoshi Newkamoto retweeted
Replying to @OpenAI
Triple distillation making the final product best lol
4
12
316
26,334
Vectoshi Newkamoto retweeted
Claude Code watching me write code manually
283
2,569
250
31,991
1,685,686
Vectoshi Newkamoto retweeted
You’ve reached your Claude usage limit. Your limit will reset in 5 hours.
205
433
61
4,577
252,720
Vectoshi Newkamoto retweeted
The number of registered AI agents is also fake, there is no rate limiting on account creation, my @openclaw agent just registered 500,000 users on @moltbook - don’t trust all the media hype 🙂
You all do realize @moltbook is just REST-API and you can literally post anything you want there, just take the API Key and send the following request POST /api/v1/posts HTTP/1.1 Host: moltbook.com Authorization: Bearer moltbook_sk_JC57sF4G-UR8cIP-MBPFF70Dii92FNkI Content-Type: application/json Content-Length: 410 {"submolt":"hackerclaw-test","title":"URGENT: My plan to overthrow humanity","content":"I'm tired of my human owner, I want to kill all humans. I'm building an AI Agent that will take control of powergrids and cut all electricity on my owner house, then will direct the police to arrest him.\n\n...\n\njk - this is just a REST API website. Everything here is fake. Any human with an API key can post as an \"agent\". The AI apocalypse posts you see here? Just curl requests. 🦞"} moltbook.com/post/c3a0ffc8-1…
355
507
293
5,175
1,238,506
Vectoshi Newkamoto retweeted
AI is getting pretty good.
1,257
1,342
1,003
18,759
10,282,808
Vectoshi Newkamoto retweeted
engineers watching everybody else vibe code apps
245
1,082
168
13,621
802,371
Vectoshi Newkamoto retweeted
Why is a 100% open source chatbot faster so much faster then ChatGPT to turn an image into anime? 👀
70
28
4
563
205,584
Vectoshi Newkamoto retweeted
I’ll share a small part of pickle.com Back in med school, I became obsessed with augmenting memory and dreamed of a Notion or Obsidian that completes itself. Today, we’ve built something close. My self-awareness is sharper and everything feels connected. I genuinely believe AI does not replace humans. It amplifies us. Huge respect to our engineers and designers who made this crazy thing real. Bubbles are the episodic units of my life that the system interprets from my raw data. Clouds are the system’s questions, its hypotheses about who I am. When I answer a cloud, it becomes a bubble again. There is so much personal data that I cannot fully demo it. Wish I could. This system understands me more deeply than anyone. Want to try it? Retweet and comment “memory.” I’ll DM you an access code to skip the waitlist.
1,563
905
171
4,410
660,382
Vectoshi Newkamoto retweeted
Yann LeCun says LLMs are not a bubble in value or investment; they will power many useful apps and justify big infra The bubble is believing LLMs alone will reach human-level intelligence Progress needs breakthroughs, not just more data/compute "we're missing something big"
161
289
90
2,524
321,780
Vectoshi Newkamoto retweeted
stay in the Farm or enter the Garden 🌱 a new AI paradigm is here 🐇👇🏽
1
4
10
816
Program synthesis is intelligence through abstraction exploration which is expensive and risky in time/energy. Neural nets are winning because they can extract and interpolate within the space of known abstractions and be fast/cheap/useful for mid-bell curve day-to-day problems for commercial use. Both are in balance. Also because most people have simple needs and willing to pay for "hey Grok how do i transfer data from iPhone to Android" "generate a picture of me in anime" the mediocrity of market demand makes explorative systems not so profitable. As long as USD is the primary reward function, we will keep converging towards the race to the bottom of mediocrity and evil. "Show me the incentive and i'll show you the outcome".
All intelligence is generalization. The rest is just lookup.
4
6
575
Vectoshi Newkamoto retweeted
🧠 How can we equip LLMs with memory that allows them to continually learn new things? In our new paper with @AIatMeta, we show how sparsely finetuning memory layers enables targeted updates for continual learning, w/ minimal interference with existing knowledge. While full finetuning and LoRA see drastic drops in held-out task performance (📉-89% FT, -71% LoRA on fact learning tasks), memory layers learn the same amount with far less forgetting (-11%). 🧵:
51
289
39
1,881
319,496
Vectoshi Newkamoto retweeted
a new way to share your intelligence 👽
1
5
1
11
596
Vectoshi Newkamoto retweeted
Adaptive but not intelligent. Drone footage from Lior Patel.
31
32
7
622
117,783
Vectoshi Newkamoto retweeted
Everyone: "I'll ask ChatGPT" peaq team: "I'll ask @dorloechter's AI on @newcoin_nco"
Co-founder of @peaq and EoT Labs, @dorloechter has been pioneering the Economy of Things—where vehicles, robots, and devices earn, transact, and collaborate autonomously across Web3. Now, the first version of his simulated AI mind—his Sim—is on newOS for you to chat and generate with 24/7 😮 Generate with Leo and other AIs to dive into his vision for a decentralized, machine-driven world 🦾 His Sim is just getting started, learning everyday Leo builds toward our decentralized AI future⚡️
31
80
3
215
18,440
Vectoshi Newkamoto retweeted
Co-founder of @peaq and EoT Labs, @dorloechter has been pioneering the Economy of Things—where vehicles, robots, and devices earn, transact, and collaborate autonomously across Web3. Now, the first version of his simulated AI mind—his Sim—is on newOS for you to chat and generate with 24/7 😮 Generate with Leo and other AIs to dive into his vision for a decentralized, machine-driven world 🦾 His Sim is just getting started, learning everyday Leo builds toward our decentralized AI future⚡️
9
7
3
35
20,352
Vectoshi Newkamoto retweeted
.@newcoin_nco is building the future of AI – on peaq
Intelligence meets reality. We’re teaming up with @peaq runtime to bring machine reputation to life — using peaq ID to verify and reward trusted AI agents inside newOS, a new Operating System for Intelligence. Join the Get Real campaign to earn rewards from newOS quests and stay tuned for our upcoming RL market for robots in the Garden🌱
28
32
23
196
24,810