Mxx retweeted
Neil Movva (@neilmovva) started his career at Nvidia, working on GPUs and kernels, and has an unusually deep understanding of inference, from software to chips to power.
We spend a lot of time on each of those layers, how they connect, and where the important tradeoffs are.
What makes this conversation special is how detailed it is (like a 401-level class), yet Neil makes it remarkably clear and easy to follow.
Today he runs Sail Research, a company building infrastructure for agents to make tokens as cheap as possible.
We discuss:
- Latency versus throughput
- Why there are no bad chips, only bad pricing
- The end of kernel engineering
- Buying chips and power no one else wants
- New chip architectures
- Nvidia lore + his contrarian view of the company
- Open source and the frontier labs
I learned a ton. Enjoy!
TIMESTAMPS
0:00 Intro
0:38 Building a “Token Factory”
4:21 The Future of Background Agents
13:09 Nvidia and the GPU Stack
23:27 Chips, Memory, and Transformers
36:14 The Future of AI Training Data
44:32 Chip Scarcity and Compute Arbitrage
52:44 Reinventing the AI Data Center
59:01 Power and the “Scavenger Strategy”
1:10:10 Open vs. Closed AI
Mxx retweeted
Formation complète Claude Code 6 HEURES.
La formation Claude la plus complète d'internet.
Gardez-la précieusement en Signet 🔖
de A à Z : configuration, création de workflows, déploiement de sites web, création d'équipes d'agents, automatisation du navigateur, recherche de clients et tarification de vos services.
Le tout sans écrire une seule ligne de code.
À la fin : vous utilisez Claude Code comme un pro et vous monétisez vos compétences.
Débutant ou avancé, tout est là en un seul endroit, ce cours couvre tout.
Ça vaut plus que tous les cours à 500$ que t’as failli acheter.
Mxx retweeted
This link - github.com/forrestchang/andr…
My private telegram👇
t.me/kirillk_web3
Mxx retweeted
A trader who hasn't lost a single trade in last 158 trades and has made $286,403 profit
He only bets on No - and always win
I've never seen $286K deployed with zero losses
He doesn't trade price. He trades impossibility
His secret?
The math that makes this work:
EV = P(No) × Payout − Cost
When the market says 99¢ on "BTC dips to $30K" - it's free money
Fastest way to copy-trade him even with $10 using: kreo.app/@0xRicker
• Find the extreme targets the crowd fears but math says won't happen
• Bet "No" when odds swell to 89–99¢ — the premium is the profit
• Stack across multiple dip levels: $15K, $20K, $25K, $30K, $35K, $40K, $45K
• Size up - $46K to $149K per position
$26.8K biggest single win. $579K active right now. Still compounding.
Profile: polymarket.com/@lucasmeow?r=…
🤝 Paid partnership
Mxx retweeted
Built this to find my own job. Open sourced it. 12K+ stars in two days.
Free: github.com/santifer/career-o…
Mxx retweeted
Game Changer: Chinese college student Guo Hangjiang (GitHub: 666ghj) codes MiroFish AI swarm engine solo in 10 days with AI assistants, explodes GitHub to 23k+ stars, bags $4.1M from Shanda Group in 24 hours, ditches dorm life to become Shanghai CEO.
Tech Highlights:
.GraphRAG builds detailed knowledge graphs (e.g., 905 entities, 3,822 relations in demos).
.Agents with Zep memory, unique traits, sims capped at ~40 rounds for efficiency.
.Hybrid Node.js/Python backend, Docker deploy, OpenAI-compatible LLMs.
.Low-resource scaling: 8B param dragon boat festival sim runs smooth (vid demo).
.AGPL license, credits CAMEL-AI, recent fixes for UI/errors.
.Online demo: 666ghj.github.io/mirofish-de… - Test predictions interactively.
Creator Quick Look:
>> BaiFu (Guo Hangjiang), BUPT senior turned Shanghai CEO at Shanda.
>> Built on 38.6k-star BettaFish & MindSpider for full data-prediction pipelines.
>> 790 contribs last year.
Real-World Plays ->
-> Sentiment: Wuhan Uni backlash sim predicts trends (repo vid).
-> Literary: Agents finish Dream of the Red Chamber's lost ending.
-> Finance: Historical data for market forecasts; like bags on Polymarket SPX bets.
-> Policy: "What-if" for bills/geopolitics.
-> Cultural: Dragon boat fest agent dynamics.
-> Ecosystems: Integrates crawlers for PR/decision tools.
Repo: github.com/666ghj/MiroFish
Mind blown: A Chinese quant college student builds an AI swarm engine in 10 days flat, explodes GitHub with 13,000+ stars, and scores $4,000,000 in funding!
Introducing MiroFish is the multi-agent simulator that's revolutionizing predictions for trading, PR, and more.
What is MiroFish?
It's a digital sandbox where thousands of AI agents with individual memories and behaviors interact like a real society.
Feed it any scenario (news leak, policy change, or even a classic novel's missing ending), and it simulates crowd reactions, debates, and outcomes to forecast real-world events.
The Creator's Story:
> In late 2025, fourth-year student Guo Hanjiang coded the core using AI assistants.
> It went viral overnight, landing him 30m Yuan (~$4m) from Shanda Group.
> He ditched the dorm, started a company, and now leads the charge.
Key Applications:
.Trading: Input financial news or reports, watch simulated market panics and price swings for predictive insights.
.PR Testing: Companies/Politics run draft statements to spot backlash and refine messaging.
.Creative Experiments: Loaded a lost-ending Chinese novel, agents role-played characters and generated a logical finale.
.Easy setup: Deploy via Docker in minutes with any LLM API key.
Pro tip: Simulate something wild like Elon Musk tweeting about Dogecoin 2.0 and spawn agent traders, influencers, and investors, generate real-time video clips of the frenzy to test moonshots or crashes risk-free.
Traders are already winning big: Check this one on Polymarket - $120,000+ net profits from spot on SPX 500 bets, powered by MiroFish sims on historical data.
His profile: polymarket.com/profile/%40mo…
For effortless gains, try Kreo copy trading: Auto-mirror pros like him and ride their edges.
Try here: kreo.app/@join
Add his wallet: [0x17559efac103ac7f361be37ec0b93888d4c55aac] to [t.me/KreoPolyBot?start=ref-j…] and start track/copy him.
Repo: github.com/666ghj/MiroFish
Mxx retweeted
must haves is you are predicting on @Polymarket
-zscdao
-polyfund
-polyburg
-poly_data
-polyxBot
-hash_dive
-polytaleai
-Polysights
-tradefoxai
-polybroapp
-polymtrade
-polyfactual
-pizzintwatch
-PredictFolio
-PolyAlertHub
-TradePolyBot
-Predictifybot
-PolymarketEco
-betmoardotfun
-StandDOTtrade
-FakePolymarket
bookmark this :)
Mxx retweeted
After achieving my $10,000 goal on @Polymarket .
I decided to make a list with the tools i use the most!
1) @StandDOTtrade : The first tool i used starting my journey on polymarket . This tool is realy good to track wallets and get notifications on Discord , it comes really handy if you have some insider wallets to see when they are acting.
2)@betmoardotfun : This is a great discord bot providing PNL charts , updates , market orderbooks it helps me see markets when i am trading from a phone much faster than actually searching on polymarket.
3)@Polysights : This one is pretty obvious i think , Insider finder is truly a great tool i use daily to check for any suspicious activity on markets.
4)@MentionsPro : This tool came to my hands about 2 months ago . I now use it daily to find mispriced markets on mentions markets , it saves me a ton of time everyday . Instead of having to search multiple transcripts everything is in there.
Hope this one helps new people on @Polymarket . Feel free to share your list below .
Polymarket supercycle.
Mxx retweeted
i'm disrupting the vibe coding space & giving out the best Claude Code models for FREE
yes, FREE as in free beer.
the pricing in this space has gotten prohibitively expensive creating a huge barrier of entry.
with us, just 1 line of change and you get free Claude Code right in your terminal
oh and it's not burning any vc money lol, it's supported by some great companies in SF 🥰
how it works:
1. you change Claude Code env variables to use our inference endpoint
2. to support the free usage, we'll add ads inside the AI responses. Only contextual and relevant ads, no spam.
3. it's not ready for public release, for now, it'll be first come first serve.
comment and retweet to join the waitlist and see how it works in the video:
Mxx retweeted
As a Reactjs developer,
Please learn :
1. Advanced State Management
- Redux & Redux Toolkit
- Context API
- Recoil or Zustand
2. React Performance Optimization
- Memoization (React.memo, useMemo, useCallback)
- Code Splitting
- React Profiler
3. Component Design Patterns
- Higher-Order Components (HOCs)
- Render Props
- Custom Hooks
4. Server-Side Rendering (SSR)
- Next.js
- Hydration
5. TypeScript with React
- Type Safety
- Advanced Types and Generics
6. Testing
- React Testing Library
- End-to-End Testing (Cypress, Playwright)
- Mocking and Stubbing
7. React Ecosystem and Tooling
- Webpack and Babel
- ESLint and Prettier
8. API Integration
- GraphQL (Apollo Client, Relay)
- SWR and React Query
- WebSockets and Real-Time Updates
9. Authentication and Authorization
- OAuth and JWT
- Role-Based Access Control (RBAC)
10. Code Architecture
- Monorepos (Nx, Lerna)
- Micro-Frontends
- Atomic Design
11. Web Performance Optimization
- Lazy Loading
- Progressive Web Apps (PWA)
- Service Workers
Mxx retweeted
Grok 3 is a GENIUS stock trader.
But most people don't know how to use it.
Here are 10 prompts to use for stock trading automation:
Mxx retweeted
Happiness (if you want it):*
1. Meet basic needs
2. Avoid cheap dopamine
3. Leave the past alone
4. Limit desires to ones achievable at the edge of your capability
5. Find something beyond yourself (mission, children, God)
*Most people want something else.
Mxx retweeted
Some altcoins you can buy as per charts for decent returns in the next couple of months :-
1) SOL
2) YFI
3) ETH
4) BORG
5) UNI
6) SXP
7) ARB
8) JUP
9) VERUM (On dips, Risky)
10) ELON
11) EGLD
12) OP
Currently travelling, just logged in and listed a few that looks good.
Note - This is just a preliminary list and not the final one.
#AltcoinGems
#cryptocurrencies
#Crypto
#ALTSEASON
#2024MAMA
Mxx retweeted
I built a crypto money printer
Not kidding. Not clickbait.
Put $100 in #CHILLGUY. Walked out with $104,528.
In a WEEK.
Here's how it's done (deleting in 24 hours)🧵👇
