0xMilled

NFA | 19 |

[Alex Jones @RealAlexJones]

BIZARRO WORLD: Santa Claus & Christmas Are Secretly Icons Of White Supremacy In The Plot Of Leonardo DiCaprio's Anti-White Movie "One Battle After Another"

[YQ @yq_acc]

VibeCodingBench: We benchmarked 15 AI coding models on what developers actually do

Current benchmarks have an ecological validity crisis. Models score 70%+ on SWE-bench but struggle in production. Why? They optimize for bug fixes in
Python repos—not the auth flows, API integrations, and CRUD dashboards that occupy 80% of real dev work.

So I built VibeCodingBench(https://t.co/eeSO4TfdMg): 180 tasks across SaaS features, glue code, AI integration, frontend, API integrations, and code evolution.
Multi-dimensional scoring: Functional (40%) + Visual (20%) + Quality (20%) - Cost/Speed penalties. Security gate: Any OWASP Top 10 vuln = automatic 0.

Results (Jan 2026):
🥇 @claudeai Opus 4.5 — 89.2% | $12.31 | 44s
🥈 @claudeai Haiku 4.5 — 89.0% | $3.03 | 22s
🥉 @grok 4 Fast — 88.8% | $0.21 | 70s
4️⃣ @OpenAI GPT-5.2 — 88.8% | $5.01 | 28s
5️⃣ Qwen3 Max — 88.6% | $5.42 | 45s

The real story? Cost varies 60x between similar performers. Grok 4 Fast matches GPT-5.2 at 1/25th the cost. Claude Haiku 4.5 delivers near-Opus quality for $3 total.

Pass rate ≠ final score. Qwen3 Max hits 100% pass rate but lands at 88.6% after quality/cost penalties. Our multi-dimensional approach reveals what
pass-rate-only benchmarks hide.

All 15 models passed security. The top 10 cluster within 2 points. Frontier models have converged—the differentiator is now cost-efficiency.

📊 Live dashboard: https://t.co/8V0EDe14ZZ
📂 GitHub repo: https://t.co/7lPorHwfO7
📄 Thesis: https://t.co/RQisUGJPhg

The ultimate test isn't fixing a bug in scikit-learn. It's shipping a feature your users need—safely, efficiently—before the sprint ends.

Open source. Contributions welcome.

[動區動趨 BlockTempo @BlockTempo]

據交易所 @binance 推出新一波用戶回饋活動，主打穩定幣 $USD1 的資產運用，用戶只要持有 USD1，即可在 28 天內自動參與 $WLFI 總額 4,000 萬美元的分配機制，無需額外操作。

活動同時針對衍生性商品用戶提供加碼誘因，使用保證金與期貨交易的參與者，可享有 1.2 倍的獎勵係數，進放大持倉期間的回饋水準。

若 Binance 上 USD1 總持有量為 20 億美元，則每週 1,000 萬 WLFI 的分配可帶來約 0.5% 的週回報，折合年化約 26%。流通量估計預期，年化收益率可能介於 15% 至 25% 之間。

[OKX中文 @okxchinese]

OKX 即将上线 ZAMA 现货交易！

提前挂单时间段：2月2日 20:00 至 21:00 (UTC+8)
现货交易开盘时间：2月2日 21:00 (UTC+8)

详见⬇️

[Ross Ulbricht @RealRossU]

One year ago today, a prison guard banged on my cell door and said: YOU'RE FREE!!

After more than 11 years under a life sentence, I walked out of max security prison with Leaf Erikson, the plant I was growing in my cell.

Leaf and I are so grateful for our second chance at life.

[Blockto @CryptoBlockto]

LATEST: Hyperliquid’s $HYPE token gained about 7% in the past 24 hours.

The rally came after new trading activity linked to SpaceX’s pre-IPO valuation sparked strong interest on the platform.

[Murtuza J Merchant @murtuza_merc]

AixAlpha claiming an AI quant first for XRP is a red flag when they hide their AUM and performance data. XRP actually suits algorithmic trading because its liquidity tracks institutional volume, not DeFi cycles. But launching an unaudited black box now is just retail bait.

https://t.co/UJV11sLIUp

[Jenny from the Blockchain @HodlThatShit]

Got the same message today

What is going on @BloFin_CEO @BloFin_Official

[DoctorDueDiligence @DueDoctor]

There needs to be a term for someone who uses LLMs to respond and is oblivious to how obvious it is

[InfoWorld @InfoWorld]

Go developers mixed on AI coding tools – survey
https://t.co/V7PlTHT4WZ

[Farokh @farokh]

Looking forward to participating in this years Crypto Gathering!

[Simon Hayes @Hayess5178]

@LSDdotTech Love how the team share updates and information about $LSD every day 👏. Keep building @LSDdotTech.

[PIERRE GASLY 🇫🇷 @PierreGASLY]

Spiced it up for 2026! 🩵

[Sebastian Junger @sebastianjunger]

Check out my controversial piece on young men and what every society in the world uses them for. No political party can win without getting this right.

https://t.co/zcFU4OnOAX

[Octant @OctantApp]

Aaaaand our Epoch 10 POAP is here!! 🥳💝

Claim yours: https://t.co/18B86ZjAlK

[greg @greg16676935420]

This concludes my interview

[0G Labs (Home of Infinite AI) @0G_labs]

Are you ready to become a 0G power user? This week, we take flight.

LiftOff...coming soon.

[BitMart @BitMartExchange]

#BitMart at #DATSummit 2026 🇭🇰

We’re pleased to share that BitMart Global CEO Nenter Chow @50Nent will be speaking at the DAT Summit @LunaPRofficial in Hong Kong on Feb 13, 2026.

Join us at DATSummit as BitMart shares perspectives with industry leaders. 👉 https://t.co/wq6hZH5rlg

[Bloomberg @business]

You love to travel, want to live like a local and to find something “authentic.” That’s just how some of our most-beloved cities ended up overwhelmed by tourists. Now they're fighting back. https://t.co/M7miqvFm6R

[Poloniex Exchange @Poloniex]

There will be the sign.