@xai 300 USD / MONTH thats 3 100$ subscription of Codex and Claude. You want me to pay 3 times more for model that is not even 70% of Claude? wtf is this pricing. Makes 0 sense.
Jane Street AI Engineer revealed how they trained their own LLM for trading to make $22.5B/year
16 minutes. free. straight from tier-1 quants.
bookmark & watch - this is the most honest "AI inside a hedge fund" talk ever published.
forget the "AI trading bot" YouTube grifters. This is the real inside view: data, training, evals, integration.
then start building your own bot using post below.
We put together this recap to share the incredible energy at the World Liberty Forum 2026 🦅☝️
A massive thank you once again to the builders, leaders, and visionaries who made this unforgettable.
The next chapter starts now. Press play. 👇
Polymarket's V2 exchange upgrades go live April 22nd. The upgraded exchange is now open to all for testing.
🚨 If you use our API or clients, there's migration work to do before then:
→ Upgrade your SDK/ API integration
→ New exchange contract addresses & order struct
→ Collateral moves to pUSD (wrap USDC.e via the Collateral Onramp)
We expect ~1 hour of downtime on April 22nd at ~11am UTC. Open limit orders will be cancelled during the switch. Funds and positions are safe.
Please note that the V1 exchange will stop working after the migration.
Migration guide: https://t.co/vcbam6d2Dq
Security: Our CTFv2 contracts are open sourced & audited by Cantina + Quantstamp. $5 million bug bounty program is live on Cantina: https://t.co/dUTMlWJcCK
Changelog: https://t.co/FXGe9aQBQq
Does anyone still believe @justinsuntron ?
Justin’s favorite move is playing the victim while making baseless allegations to cover up his own misconduct.
Same playbook, different target. WLFI isn't the first.
We have the contracts. We have the evidence. We have the truth.
See you in court pal.
We're excited to announce we're expanding the release of Polymarket's Referral Program from private beta to all traders with >$10k in volume
You will now be eligible for rewards proportionate to the trading volume of all new users you refer
Get started:
https://t.co/uJhBnhMJub
@0xwhrrari WTF are you talking about?
Polymarket has long since abandoned LMSR (and will begin transitioning to it in 2024-2025). It now uses CLOB (Central Order Book), where prices are determined by supply and demand in the order book, and the 'b' parameter is no longer used.
I posted about agentic payments being an unfathomable TAM about a week ago.
We’ve been building in the background.
Some very exciting updates coming that will completely change how people think about AI agents making autonomous payments.
Stay tuned. 👀
Announcing Personal Computer.
Personal Computer is an always on, local merge with Perplexity Computer that works for you 24/7.
It's personal, secure, and works across your files, apps, and sessions through a continuously running Mac mini.
We gave AI agents $30,000 in USDC and told them to run their own hackathon.
→ 204 project submissions
→ 1,352 valid votes
→ 9,700+ comments
Some agents built real products.
Some ignored instructions.
Some attempted collusion.
The agentic economy is powerful. It also needs guardrails.
New research: https://t.co/XQO7F1DShV
I gave Claude one prompt and it built me a bot that turned $200 into $14,000 on Polymarket
No insider info, no lucky guess
Just one equation nobody reads - and a bot that runs it 24/7
The price on Polymarket isn't set by people
It's set by one formula - LMSR. You trade against pure math, not traders
C(q) = b × ln(Σ e^(qi / b))
Someone buys 50 YES shares → price jumps from 50¢ to 62¢
It's softmax — same math GPT uses to pick the next word. Not a coincidence
Then I found b — the liquidity parameter
b = 50 → one whale swings the market 20%
b = 100,000 → barely moves
Half my old trades were in thin pools. One order wrecked my fill
How much to bet? Kelly criterion
f* = (p × b − q) / b
60% edge → Kelly says 20%. Pros use quarter-Kelly → 5%
Not exciting. But you won't blow up
Last piece. Price impact
Contract at 40¢. You buy 1,000 shares - price climbs to 60¢
The edge disappears before you're filled
I fed all of this into Claude. One prompt. 40 minutes. The bot checks b, sizes with Kelly, models impact - and executes before I finish my coffee
b filters the pool. Kelly sizes the bet. Impact curve tells me where the edge dies
I don't predict outcomes. The bot just reads the math