Frontier coding performance at up to 20x lower cost.
Introducing the world’s most cost-efficient harness: Reason
Stop burning thousands on runaway agent bills.
Reason outperforms top harnesses on Terminal-Bench and DeepSWE while dropping cost per task to a fraction of the frontier baseline.
Comment “Reason” and we’ll send you early access + free compute credits.
Try for free:
https://t.co/B31tg4p00k
Big day for us at @pluraiAI ! Plurai Simulation is live and free for every AI engineer.
AI agents look great in demos. Until real users break them.
So we built a world where your agent can fail, learn, and get fixed before your users ever see it.
→ Digital twin: Your real agent, its tools, and environment recreated from your code
→ Simulated users & tasks: Realistic users, tasks, and workflows that push your agent into the edge cases that matter
→ Auto evals: Check what your agent actually did, not just what it said
→ Verified fixes: Every failure comes with the run that exposed it and a fix you can verify
→ Replays: Turn any production failure into a simulation and replay it against every new version of your agent
All inside the coding agent you already use: @claudeai code, @OpenAICodexCli , or @GitHubCopilot .
Start simulating for free: https://t.co/1PNPQdW29S
first thing I'd try with Seedream 5.5's 100-round editing is film-look shots like this one, two friends by a seaside train crossing merged in from separate photos. swap who's in the frame, keep the street and the date stamp, two cents per image
What happens after 100+ rounds of “just one more change”? How far can you push an image before it starts to drift?
Meet Seedream 5.5: precise local edits, consistency across repeated revisions, more natural visuals and native transparent assets.
Explore what’s new below. 👇
https://t.co/iraf66uDDT
🚀 Ozone Chain (OZO) Is Coming to BingX Spot @BingXListing! 🌐
A major milestone in the journey of Ozone Chain (OZO)!
We are excited to announce that Ozone Chain (OZO) is officially set to list on BingX, expanding its global exchange presence and bringing ozone-chain:native closer to a wider crypto community.
🛡️ An Ozone Layer for the Quantum Era.
📅 Listing Schedule (UTC)
💰 Deposits Open: November 3, 2026 – 10:00 PM
📈 Spot Trading Begins: November 10, 2026 – 8:00 PM
🔄 Withdrawals Open: November 3, 2026 – 10:00 PM
🔗 Official BingX Listing Details:
https://t.co/dGPV1BOZXe
📢 BingX Official Announcement:
https://t.co/KUurdC41nq
ozone-chain:native coins ready to be claimed 👀
To celebrate, we’re giving away 50 ozone-chain:native to 50 people 🎁
How to join:
* RT this post 🔁
* Comment “$OZO” + your wallet address
Winners: 50 people × 50 ozone-chain:native
⏰ Ends on 12th November 2026
Ozone Chain (OZO) – Quantum-Resistant Layer-1 Blockchain.
#OzoneChain #OZO #BingX #BingXSpot #CryptoListing #Blockchain
More time to experiment with new styles, concepts, and video ideas. Flova 1.5's launch deal offers two years of Pro for the cost of one annual plan.
Seedance 2.5 720p starts at $0.025/sec.
https://t.co/YsvMG5a8vi
Have you checked out the Flova 1.5 Launch Special yet?
Get 2 years of Pro for the price of 1!
Keep the extra year or gift it to someone special.
Seedance 2.5 720p from just $0.025/sec!
⏰ Limited time only. Ends Nov 30!
@OpenBMB A source-crop link should identify the original file version, not just a page number. If the PDF is replaced next week, the audit trail needs to preserve which bytes produced this field. Content hashes would make that provenance less fragile.
Your OCR says it’s done—but did it get everything right? 🤔 In high-stakes workflows, even a small error can be costly.
🚀 Meet the MiniCPM-OCR suite: an open-source solution to parse fast and guard the results.
Two new models:
🔹 MiniCPM-OCR 1.0 — SOTA OCR performance and speed at 1B scale. Compact, accurate, and fast.
🔹 MiniCPM-OCR Jev — A 2B decision model that helps assess parsing accuracy, with performance approaching that of Qwen3.5-397B-A17B on JevOCRBench.
⚡ What’s new?
Small model, SOTA results: MiniCPM-OCR 1.0 scores 93.68 on Real5-OmniDocBench and 54.7 on OCRBench v2.
A sharp goalkeeper 🛡️: MiniCPM-OCR Jev is model-agnostic, checking text, formulas, and tables from different OCR parsers. It achieves 93.6 on JevOCRBench, outperforming JEV-35B-A3B (90.1) and approaching Qwen3.5-397B-A17B (93.8).
Up to 128 pages per minute 🤯: With DSpark, MiniCPM-OCR runs at 1.49× the speed of PaddleOCR-VL-1.6 and 3.62× that of MinerU2.5 Pro. The SDK’s concurrency optimizations further boost throughput to as much as 128 pages per minute.
Deploy where you work: Day-0 support for Arm, Houmo AI, Intel, and NVIDIA, plus 10 more chip vendors through FlagOS.
Ready for your stack: vLLM, SGLang, llama.cpp, and Ollama, with quantized models, fine-tuning support, and Agent Skills.
🔗 GitHub: https://t.co/2SlATAJk08
🤗 Hugging Face:
MiniCPM-OCR 1.0:https://t.co/i347di4Fju
MiniCPM-OCR Jev:https://t.co/ayVzhCJenh
👉 Try the Demo:https://t.co/QsFAJT3AFy
Use the API:https://t.co/dP01jBS2j2
Tom Tykwer working with Seedance on live-action footage got me thinking about how directors decide which parts of a film could benefit from AI. Every production has its own needs, so I doubt there's one answer that works for everyone.
What happens when a stage play meets AI filmmaking? 🎬
In BytePlus’s Next Frame, Run Lola Run director Tom Tykwer, director and playwright Bonn Park, and producer Sarika Hemi Lakhani explore Volcano High, their collaborative AI filmmaking experiment.