Jebish7

Siuuuuuu

[Jebish7 @jebish7]

@jieyuzhao11 4 papers in total, possibly looking at 8. I would have to leave my job for 15 papers 😭

[Jebish7 @jebish7]

@ShayneRedford @alex_pentland @sarahookr @PeterHndrsn Congratulations Shayne.

[Cohere Labs @Cohere_Labs]

🚀 Our community-led ML Agents group is kicking off a new collaborative project to build a Street Navigation Agent for more inclusive, region-aware local search. In many parts of the world, businesses exist physically — but not digitally.

They're exploring how AI can use tools like Google Street View to read storefront signs, apply distance & category constraints, and reason step-by-step to identify real-world services.

We’re also building a global benchmark across countries and languages to evaluate visual verification.

[Cohere Labs @Cohere_Labs]

Interested in contributing?

✨ Beginners welcome — no hard requirements

✨ Familiarity with VLMs is helpful for evaluation

✨ Experience with agentic workflows and PyTorch is a plus

Learn more and get involved today: https://t.co/oOVlxQhTm7

Many thanks to our community leads @_1024_m, @ankanpy, @SovitRath5 and @jebish7 for their leading this initiative!

[Cohere Labs @Cohere_Labs]

Cohere Labs x ICLR 2026: Kaleidoscope

A multilingual multimodal benchmark with exam-style questions written directly in 18 languages (not translated from English).

[Jebish7 @jebish7]

@universeinanegg Just today I was thinking about what happens when we train LLMs on their own data. Looks like not too long till I get the answer.

[Jebish7 @jebish7]

@universeinanegg Saving this just in case…

[Jebish7 @jebish7]

@awsdevelopers AWS

[Jebish7 @jebish7]

@universeinanegg Thanks for bringing this to my feed. Went through few threads. My biggest takeaway is that, we are really lacking in our evaluations of models. Really fascinating idea this, kinda also shows how agents operate in social settings.

[Jebish7 @jebish7]

@sarahookr With No Bias whatsoever, can say Momo is the best.

[Jebish7 @jebish7]

@skoularidou Congratulations. As an aspiring researcher, I don’t think 3K is trivial. It shows that researchers need your paper.

[Jebish7 @jebish7]

@tomssilver Relocate to South Asia? You will have deadline on 5-6 PM, so a typical office time.

[Jebish7 @jebish7]

@universeinanegg Tried this with Claude and GPT, and it’s the same. Gemini 3 pro did give two 3s ( after thinking a lot). Though all of their first two numbers are 3 followed by 1 (irrespective of temperature). Models seem to love 3.

[Jebish7 @jebish7]

@Kuvvius Congratulations 🎊

[Jebish7 @jebish7]

Kaleidoscope has been accepted at ICLR 🔥. This is the first of its kind massive multimodal multilingual benchmark. Configurations to everyone @Cohere_Labs 🎊

[Sara Hooker @sarahookr]

Congrats to everyone involved in Kaleidoscope, a cross-institutional collaboration accepted to ICLR 2026 🔥

A special shoutout to @mziizm who championed this collaboration from day 1. It is the first accepted paper for many of the collaborators who are first time authors.

[Jebish7 @jebish7]

@Cohere_Labs kick-started my research journey. Two years later, we continue moving forward together.

[Cohere Labs @Cohere_Labs]

Many researchers join our community seeking mentorship, support, and a roadmap as they embark on their journeys.

@_1024_m and @jebish7 did just this. Now, just 2 years later, they are creating these pathways for others, opening doors, and leading the way.

[Cheng Qian @qiancheng1231]

🔮 Can a world model (simulator) give today’s AI agents foresight? We tested “world model as a tool”… and found it often doesn’t help—sometimes it hurts.

Check our newest paper here: https://t.co/nujSGeHKMx

#AIagents #WorldModel #ToolUse

[David Chiang @davidweichiang]

@ReviewAcl pretty please extend the Jan deadline

[Jebish7 @jebish7]

@PingbangHu There was sudden score inflation after the leak, so this was the only realistic way to fix it. They could have rolled everything back to just before the leak, but that would’ve been unfair to people whose reviewers hadn’t responded yet.

[Catherine Arnett @linguist_cat]

Very excited to see that Global PIQA is already being used to evaluate multilingual capabilities in new models!