Fascinating underexplored scaling direction "Nexus: Same Pretraining Loss, Better Downstream Generalization via Common Minima" This paper claims that pretraining loss is not a sufficient proxy for downstream capability. Since LLMs trained on mixed domains can reach the same
INNOVATION
-
Coding Agents Web Integration Tool Launch
By
–
5/ If you’re building with coding agents and the web part still feels like a hassle, this is actually worth checking. Sign up free at https://
tinyfish.ai . 500 steps, no credit card. -
TinyFish AI: 87% Token Reduction, 2x Task Completion
By
–
4/ The workflow also feels way cleaner. The output goes to the filesystem instead of just filling up your context window, and TinyFish says it uses 87% fewer tokens than MCP per operation, with 2x higher task completion on more complex multi-step tasks.
-
Web Integration Solutions for Coding Agents
By
–
2/ If you’re building with coding agents and the web part still feels like a hassle, this is actually worth checking.
-
Tiny Fish Improves Web Usability for Coding Agents
By
–
1/ @Tiny_Fish has made the live web significantly more usable for coding agents – a key improvement, since real-world web interaction is often where agent workflows break down and require heavy setup. pic.twitter.com/HvAJz9veyU
— Chubby♨️ (@kimmonismus) 14 avril 20261/ @Tiny_Fish has made the live web significantly more usable for coding agents – a key improvement, since real-world web interaction is often where agent workflows break down and require heavy setup.
-
Tenstorrent TT-Deploy: AI Solutions at Scale May 1st
By
–
Run anything, anywhere. On May 1st, see Tenstorrent’s solutions for yourself, deployed at scale.
— Tenstorrent (@tenstorrent) 14 avril 2026
Watch TT-Deploy live at https://t.co/T64mcrcRhU pic.twitter.com/p4p4W0E6QqRun anything, anywhere. On May 1st, see Tenstorrent’s solutions for yourself, deployed at scale. Watch TT-Deploy live at https://
tenstorrent.com/deploy -
Open Source AGI at Stake: Community Access to Core Systems
By
–
.
@julien_c give the man his codex – open source AGI is at stake -
Top Companies Launched on My Show Platform
By
–
Get on my show. I have enough followers to get you visibility and many of the world's best companies launched just that way. Siri. Tesla. Instagram. Matic Robots. Cloudera. Insta360. And many others were launched on my show.