INWORLD INFERENCE CUTS THE SLOW FIRST-TOKEN WAITS ON GEMMA 4 26B @inworld just launched Inworld Inference for every dev, delivering an LLM inference API tuned for real time consumer AI apps 🔥 Inworld's hosting pushes Gemma 4 26B time to first token way ahead of the OpenRouter
@datachaz
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Index Maps AI Training Data Vendors, RL Environments and Evals
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DANG.. THE ENTIRE AI TRAINING DATA MARKET MAPPED IN ONE PLACE 🤯 @ben_cerchio and @Secludy just indexed 159 companies selling AI training data, RL envs and evals, plus 38 programs that pay for company data. + every fact is sourced and unknowns are clearly marked. super useful!
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Bagel Demonstrates Autonomous Multistep Tasks With Robotics Foundation Models
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SO MUCH FIREPOWER COMING OUT OF THIS NEW COMPANY 👀@bageldotcom is building lightweight robotics foundation models,
— Charly Wargnier ♨️ (@DataChaz) 14 octobre 2026
and they're already demonstrating fully autonomous, multi-step tasks.
Impressive stuff! https://t.co/0YVM4GPPHr pic.twitter.com/XYqENftsC0SO MUCH FIREPOWER COMING OUT OF THIS NEW COMPANY 👀 @bageldotcom is building lightweight robotics foundation models, and they're already demonstrating fully autonomous, multi-step tasks. Impressive stuff!
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RISE Evolves Attack Strategies to Red Team Frontier Image Models
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THE ALGO THAT JAILBROKE FRONTIER IMAGE MODELS IS GOING OPEN SOURCE 🤯@whitecircle just dropped RISE, an algo that evolves attack strategies rather than rewriting prompts.
— Charly Wargnier ♨️ (@DataChaz) 14 octobre 2026
It found newer models more vulnerable, using existing AI models without any fine-tuning.
repo in 🧵↓ https://t.co/LC131UgJCKTHE ALGO THAT JAILBROKE FRONTIER IMAGE MODELS IS GOING OPEN SOURCE 🤯 @whitecircle just dropped RISE, an algo that evolves attack strategies rather than rewriting prompts. It found newer models more vulnerable, using existing AI models without any fine-tuning. repo in 🧵↓
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Zenzap Stops Agent Actions When Audit Logging Is Unavailable
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IF THE AUDIT SYSTEM GOES DOWN, THE AGENT STOPS.@zenzap_chat won't let agents call connected apps unless those actions can be logged.
— Charly Wargnier ♨️ (@DataChaz) 14 octobre 2026
No silent exceptions.
Seriously thoughtful design 👀 https://t.co/OXW1WxEFBe pic.twitter.com/T7g6qIz50NIF THE AUDIT SYSTEM GOES DOWN, THE AGENT STOPS. @zenzap_chat won't let agents call connected apps unless those actions can be logged. No silent exceptions. Seriously thoughtful design 👀
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Expand Fetch Supplies Agents With Visuals and Source Linked Snapshots
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$1 FOR 1,000 FETCHES IS INSANE@TimSuchanek and @getexpandai just launched Expand Fetch to replace lossy Markdown scrapers 🔥
— Charly Wargnier ♨️ (@DataChaz) 14 octobre 2026
it gives agents page visuals, hidden data and source-linked snapshots in one API.
Engineers at OpenAI and Amazon are already using it.
Love this! https://t.co/tVoWENVEBA pic.twitter.com/icDrxKKFSO$1 FOR 1,000 FETCHES IS INSANE @TimSuchanek and @getexpandai just launched Expand Fetch to replace lossy Markdown scrapers 🔥 it gives agents page visuals, hidden data and source-linked snapshots in one API. Engineers at OpenAI and Amazon are already using it. Love this!
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Recast Replaces Video Characters Using Reference Photos
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WAIT… THAT'S THE SAME FOOTAGE?!
— Charly Wargnier ♨️ (@DataChaz) 14 octobre 2026
Recast in @ElevenCreative swaps the character using a reference photo.
Same take. New lead. No reshoot.
OH MY the casting possibilities 🤯 https://t.co/8aXDpvcnycWAIT… THAT'S THE SAME FOOTAGE?! Recast in @ElevenCreative swaps the character using a reference photo. Same take. New lead. No reshoot. OH MY the casting possibilities 🤯
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Qoni Provides Identity, Actions and Memory for Personal Agents
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THE DEMO WORKS. NOW COMES THE PLUMBING.
— Charly Wargnier ♨️ (@DataChaz) 14 octobre 2026
Your agent knows what to do.
…but signing in, acting for the right person and remembering context tomorrow?
That's the hard part!@QoniAI hosts identity, action and memory for personal agent devs.
Because there's a HUGE difference… https://t.co/HIkpCFBKHkTHE DEMO WORKS. NOW COMES THE PLUMBING. Your agent knows what to do. …but signing in, acting for the right person and remembering context tomorrow? That's the hard part! @QoniAI hosts identity, action and memory for personal agent devs. Because there's a HUGE difference
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A Cloud Agent Engineering Article Shares Production Lessons
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Some great insights on building cloud agents here! Worth a read, friends 👇 https://
unreallabs.ai/blog/what-we-l
earned-from-building-cloud-agents/
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Kylon Integrates a Wide Range of Coding and Personal Agents
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that integration list is just crazy @quinn_leng 😅 Whether you’re using Codex, Claude, Devin, Hermes, Gemini CLI, OpenClaw, Muse, Instinct, Grok Bot, Dots, Perplexity Computer, Cursor, Antigravity, Microsoft Autopilot, Amp, Droid, Kiro, Cline, OpenCode, Replit Agent, Lovable,