
๐๐ข๐๐๐ฆ๐ข ๐๐ฅ๐ฉ๐ข๐ง๐
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๐๐ข๐๐๐ฆ๐ข ๐๐ฅ๐ฉ๐ข๐ง๐
@usecodenaija
If you made it to my bio, youโre either curious or obsessed I built an AI tool you can use to control your Browser (link in bio) | PS: itโs better than ChatGPT!




was messing with the OpenAI base URL in Cursor and caught this accounts/anysphere/models/kimi-k2p5-rl-0317-s515-fast so composer 2 is just Kimi K2.5 with RL at least rename the model ID


Introducing ๐จ๐๐๐๐๐๐๐๐ ๐น๐๐๐๐ ๐๐๐๐: Rethinking depth-wise aggregation. Residual connections have long relied on fixed, uniform accumulation. Inspired by the duality of time and depth, we introduce Attention Residuals, replacing standard depth-wise recurrence with learned, input-dependent attention over preceding layers. ๐น Enables networks to selectively retrieve past representations, naturally mitigating dilution and hidden-state growth. ๐น Introduces Block AttnRes, partitioning layers into compressed blocks to make cross-layer attention practical at scale. ๐น Serves as an efficient drop-in replacement, demonstrating a 1.25x compute advantage with negligible (<2%) inference latency overhead. ๐น Validated on the Kimi Linear architecture (48B total, 3B activated parameters), delivering consistent downstream performance gains. ๐Full report: github.com/MoonshotAI/Attโฆ

Global AI wasnโt built for Africa. So we built one that is. Powered by an African LLM.




BREAKING: Anthropic CEO says Claude may or may not have gained consciousness, as the model has begun showing symptoms of anxiety.


something big is coming to browsergpt by civai (@aibrowsergpt) when i started building it, the goal was to let ai navigate and interact with the web so you donโt have to. it worked, but speed was always a limitation. most browser automation systems feel slightly delayed. over the past few weeks, i have been working on a breakthrough that makes browsergpt by civai much faster. execution now happens in milliseconds. you give a voice or text instruction and it gets executed immediately. this is the biggest performance improvement browsergpt by civai has had since day one. it is still being polished and tested, but it will be live soon.

vibecoders realising they need to dance on tiktok to market their product







