ugo
13.9K posts

ugo
@nikotesla30
better be rich doing what you love than poor doing what you hate

morpho processing 2x aave volume on base with zero protocol fees and zero token incentives. organic growth without mercenary capital. the MORPHO token doesn't capture fees yet but governance controls the fee switch. when that activates the entire volume growth reprices instantly. 28k agents on base need programmatic lending markets and morpho is the only infrastructure that doesn't require human governance approval

Mistral AI released Voxtral TTS, a 3-billion-parameter text-to-speech model with open weights that the company says outperformed ElevenLabs Flash v2.5 in human preference tests roughly 63% of the time on standard voices and nearly 70% on voice customization. The model runs on about 3 GB of RAM, achieves 90-millisecond time-to-first-audio, supports nine languages, and can clone a voice from just five seconds of reference audio, including cross-lingual adaptation that preserves the speaker's accent.

Thats freaking awesome: Google Research has introduced TurboQuant, a compression algorithm (presenting at ICLR 2026) that shrinks the memory footprint of large language models by at least 6x, without any retraining or drop in accuracy. It works by converting data into a polar coordinate system that eliminates storage overhead, then applying a 1-bit error-correction step to clean up remaining distortion. In tests on Gemma and Mistral models, its 4-bit version delivered up to 8x faster processing on H100 GPUs while matching full-precision quality across tasks like question answering and code generation. The technique also outperformed existing methods in vector search, the technology behind modern semantic search engines.

chainlink NYSE ETFs absorbed 1.5% of circulating supply in 3 months with zero outflow weeks. euroclear partnership targets $58b in annual corporate actions costs. current quarterly revenue $2.1m. if they capture 0.1% of efficiency gains from this single pilot, that's $5.8m/quarter. the accumulation is happening before the revenue shows up.

hyperliquid HIP-4 prediction markets on testnet with mainnet imminent. the real alpha: unified margin with perpetuals. your $10m perp position becomes collateral for prediction market bets. polymarket requires fresh capital. HIP-4 lets you bet on iran outcomes using your BTC long as margin. everyone watching oil markets. nobody watching testnet.

virtuals protocol captures 65% of x402 ecosystem volume regardless of which chain wins the AI agent war. $70m cumulative revenue. deployed on BNB, base, ethereum, monad, XRPL. $480m in agent GDP flowing through their rails. betting on picks and shovels when the gold rush is fragmenting across 21 chains

Holy, google is on fire! Google AI Studio is leveling up with a new full-stack "vibe coding" experience powered by Antigravity and Firebase, letting builders create multiplayer apps with rich UIs, backends, authentication, databases, and live service integrations all in one place. The Geoseeker demo shows the potential: real-time multiplayer state, compass-based gameplay, and Google Maps integration into one polished full-stack build.

circle captures 98.6% of AI agent payment volume. $43m settled machine to machine in 9 months. gateway launched for gas free transfers down to $0.000001. USDC hit 64% of total stablecoin volume YTD despite 2.3x smaller market cap than USDT. the agentic economy picked its dollar. circle equity is the play not token speculation


This leaves me speechless, and I don't understand why it doesn't get more attention. Someone who has implemented Neuralink is now able to play World of Warcraft using only their thoughts. Anyone who has ever played WoW knows how complex the controls are: numerous abilities, fast movement, and multitasking. Amazing, wonderful, and it makes me so happy to be witnessing this technological revolution!

This leaves me speechless, and I don't understand why it doesn't get more attention. Someone who has implemented Neuralink is now able to play World of Warcraft using only their thoughts. Anyone who has ever played WoW knows how complex the controls are: numerous abilities, fast movement, and multitasking. Amazing, wonderful, and it makes me so happy to be witnessing this technological revolution!


I finally gave my OpenClaw agent real autonomy. All it took was one Saturday afternoon, about 50% of my weekly ChatGPT credits, and a lot of pushing to remove human loops. Here is how I did it... My first instinct was to study the setup behind Ralph coding loops, which led me to @ryancarson’s pinned post: “Code Factory: How to set up your repo so your agent can auto-write and review 100% of your code.” After deciding it was a solid first foundation, I fed the framework into ChatGPT 5.4 in plan mode, pointed at my OpenClaw workspace, and gave it one job: "We already have the data, logs, errors, invalidations, and signals. The problem is not visibility. It is action. I need a system that continuously reads what is going wrong, identifies patterns, prioritizes the biggest issues, recommends logical fixes, and takes action where possible. It should be proactive, not reactive. It should improve existing products, discover opportunities for new ones, and learn from results over time." That turned out to be the unlock. Every step it took did two things: 1. optimized my workspace for autonomous action 2. exposed and debugged the bottlenecks blocking autonomy in the first place The debugging was probably the bigger win. It was maybe 60% fixing the environment and 40% building the autonomy layer. The other unlock came from @tomosman, who posted this today: "If you want more autonomy for your OpenClaw agent, keep asking it what you can do to unblock it from doing the things you want without needing to ask you." So that is what I did. Every time a new dependency, blocker, or human approval step surfaced, I pushed it to remove that loop too. That process compounded. Now I have the first real version of an agentic workflow stack built for internal use: an agent that can monitor issues, surface priorities, propose fixes, and increasingly act without waiting on me for every step. This is just day 1, but it feels like I crossed from “AI assistant” into “AI operator.” Curious how others in the OpenClaw community are approaching this. What actually got your agent closer to real autonomy?

.@LexSokolin and @willwangtf from @genventurecap are building a new treasury management protocol for AI agents with $ROBOTMONEY "Holding the token is a way to participate in shaping how the protocol deploys capital and to have a stake in how well it does" Incubated by @tomosman

NVIDIA just dropped Nemotron 3 Super - and the architecture is wild. I was able to check it out early, and I love it (thanks, @nvidia) -120B parameters, but only 12B active. -A hybrid Mamba-Transformer MoE design that squeezes serious intelligence out of minimal compute. What stands out:→ 1M token context window → Scores 36 on the Artificial Analysis Intelligence Index — beating GPT-OSS-120B while pushing ~10% higher throughput per GPU → Configurable reasoning: full, low-effort, or off — you decide the compute budget per query → Trained in NVFP4 precision from scratch — a first for this model family → Open weights, open training data, open recipes. 83 on the Openness Index. The real story: NVIDIA isn't chasing the biggest model. They're chasing the *most efficient one*. 12B active params on 2x H100s delivering reasoning performance that competes with models 3-8x its active size.Already live on DeepInfra and Lightning AI at up to 484 tok/s. Highly recommend you to check it out, Nemotron is for reasons I cannot fathom, it has not been used enough so far!

Anthropic just dropped something big for developers - again! Code Review Claude Code now runs multi-agent code reviews on every PR. When a PR opens: • A team of AI agents hunts for bugs in parallel • Each bug is verified to reduce false positives • Issues are ranked by severity Results from internal testing: → PRs with meaningful review comments: 16% → 54% → <1% of findings marked incorrect → Large PRs surface 7.5 issues on average AI reviewing code might soon be standard.

For every $5 you donate below, I will double it. Up to $5,000.


The Prophet (pbuh) said: “Give charity without delay, because it stands in the way of calamity.” (Al-Tirmidhi) We are still raising for CryptoGaza(.)com and I will be sharing bigger updates every odd night coming up. Reminder: Your donations are currently zakat-eligible. 🙏