That's how Kimi AI are promoting their new model Kimi K3.1 pro and I know all the influencers working with them and none of them are honest,I have posted about it myself but I didn't join this and never used their templates that they provide.
PROPAGANDA, I have more to share it's f**cked up I'm gonna have follow up for this
K3.1 Pro is SOTA on OfficeQA Pro v2 (64.4). On internal benchmarks, it improves over K3 by 7.2 points on financial modeling and 11.6 points on financial research, and scores ~4.2× K3 on simulated business operation.
Example outputs: an NVDA DCF/LBO model with fully linked statements and traceable formulas, a CATL investment-committee deck, and a quantum-computing sector report with source-level citations.
If you're on Pro, Max, or Team, your reset is available today in Settings → Usage. Apply it any time until Oct 22.
Opus 5.5 is the default for paid plans. It's priced lower than Opus 5, so your 5-hour and weekly limits go 25% further.
It's been a lot of fun trying the Duo out for a week, but it feels like I've gotten to use an extraordinarily polished prototype — not a finished product that I'd want to buy and carry.
https://t.co/hvffMiZPqm
AI tools helped find one of the most severe online bugs ever. Cyber experts are racing to patch it before hackers use AI to exploit it. https://t.co/iUhz9E49fI via @WSJ
Tailscale vibe coding error ?
1.104.2 released in pkg page
https://t.co/WF3M6hW4MG
but none in changelog or GitHub release
https://t.co/I8Cw4TPCtK
https://t.co/2J8lPoFVsI
Sparse attention fixes memory bandwidth, not memory capacity.
“The whole idea of HiCache is trying to offload KV cache from the HBM to a lower tier, higher capacity but lower bandwidth memory, and only load the most relevant set of tokens during computation.”
“Sparse attention doesn’t mitigate the memory capacity bottleneck. It’s a technique that helps a lot with memory bandwidth.”
“During the sparse attention computation, you still need to select the tokens. So you still have to keep all the tokens in context, and you cannot discard them. At some point, it still has to be loaded into HBM.”
“That’s where HiSparse becomes useful, because it can apply the typical caching rules so that you could load the most relevant parts into HBM.”
Also in Power On: Apple’s upcoming OLED iPad mini will be considerably more expensive than today’s $599 model. My guess is closer to $799. Expect an A20 Pro chip, a relocated FaceTime camera and a revamped speaker system. https://t.co/kScuBcbF4P