Not sure when it started (at least the M4 is affected by this) but all the macbooks I had (personal+work) since the M4 have display dimples after being put in a stuffed backpack. Meanwhile the M1 Air I had for more than…
> Google has the products Outside their most successful products (YouTube, Android, GMail, Chrome, Search), their products are usually worse than their competitors (e.g. GMeet vs Zoom) > the brand recognition Of not…
You're not alone. Though, I wonder if this means better coating, the coating on the existing MacBooks (but not the M1's) get damaged far too easily when in a bag.
Yeah and some of the article wasn't proofread (by himself or a clanker) and the project is missing some of the due dilligence. One striking example is "No debugger, no stdout" which is baffling considering I implemented…
> Good instinct, the bottleneck is on the CPU side though. Have you, or rather your agents, tried to identify which CPU functions were the bottlenecks (e.g. in citro3d, perhaps)? I find it surprising that your stuff is…
Most low- and medium-handing fruit vulns can be found and exploited by GLM and some knowledge already. Kneecapping cyber vulns only serve governments, Pandora's Box is already open for cyber-related stuff.
> For the open-weight release of K3.1 Pro, we identified and removed cyber-related data from both training stages, while retaining the general-purpose coding tasks needed for model usefulness. We will continue to apply…
> Having a small number of apps installed at the same time, needs each app to be periodically reinstalled at short intervals (IIRC, one week), and you need to have your expensive Apple laptop with you for that…
The category they list in the $50k context are PSC exploits, or TSEC coprocessor exploit when executing the secure code that bootROM provides it. So, presumably, current and future key material compromission like on…
> Worth noting too that this would have easily fetched >$50k More like $30k, no ("system processes allowing piracy")?
https://openjdk.org/groups/vulnerability/advisories/2026-10-... - it's just the 8 certs
> Curious if anyone has experimented with LLM's RE'ing obfuscated code. Sort of, albeit I haven't checked with SotA obfuscation, I've seen GPT 6.1 Sol find a URL hidden under a xorpad + 2 layers of encryption, and I've…
Unfortunately Mistral Large 4 is benchmaxxed. I've had seen subagents fail with "hmm, hmm - hmm, hmm (...)" multiple times, it keeps trying to cheat at the task (trying to remember hallucinations). GLM 5.3 (which…
> say review every commit to catch obvious bugs I’m using subscription models for exactly that, better models catch more subtle bugs, and they catch them faster. It works out far better in terms of work-hours saved.…
Vibe coding has always had and always will have one fundamental flaw: you didn't write the code it produced, therefore you don't have a good understanding/mental model of it. On the other hand asking these clankers…
I doubt it will change much, inference (not training) is very profitable and demand for inference is quite high. See: Mistral serving GLM on their own servers.
> Suggest trying it out yourself: Ask for something difficult from GPT-6 Sol and Opus 5.5 and watch what each one does. The difference is stark. Oh yes, I know GPT-6 Sol is ... quite not up to par. At least it's not as…
Exactly half as expensive as Opus 5.5 in every API pricing metric
Liquid Glass actually looks like glass now, the weird side panel changes in apps is reverted, music slider hitbox hiccups are now fixed, etc. It's just 26 but better. On my personal macbook I upgraded from 15 to 27…
Yeah... on OpenRouter or equivalent
> OpenAI and Anthropic's lead is vanishingly small at this point. Yep, with them nerfing their plans (and apparently planning to release a $500/$600/mo plan) their only advantage is Astra without 5hr limits and with…
Also Opus 5.5 is often made useless due to its [cyber] guardrails (even worse than Astra), they're even worse than Astra's
> I then switched back to MacOS and am mostly happy hanging on to Sequoia… but I’m dreading the point at which (for some reason) Apple make it unavoidable to upgrade. MacOS 27 is a lot less shit than 26, thankfully. I…
Sure but it's the odd one out in a list of whishing manufacturers added features. "Switch 2 remains unhacked" is rather disrepectful of the hacking community, and runs on the assumption that the Switch 2 has significant…
FWIW while(true) / for(;;) (or any other loop condition that is a true constant-expression) is NOT UB in C, only C++. In any case stuff like __asm__ __volatile__("" ::: "memory") prevent such optimizations in the rare…
Not sure when it started (at least the M4 is affected by this) but all the macbooks I had (personal+work) since the M4 have display dimples after being put in a stuffed backpack. Meanwhile the M1 Air I had for more than…
> Google has the products Outside their most successful products (YouTube, Android, GMail, Chrome, Search), their products are usually worse than their competitors (e.g. GMeet vs Zoom) > the brand recognition Of not…
You're not alone. Though, I wonder if this means better coating, the coating on the existing MacBooks (but not the M1's) get damaged far too easily when in a bag.
Yeah and some of the article wasn't proofread (by himself or a clanker) and the project is missing some of the due dilligence. One striking example is "No debugger, no stdout" which is baffling considering I implemented…
> Good instinct, the bottleneck is on the CPU side though. Have you, or rather your agents, tried to identify which CPU functions were the bottlenecks (e.g. in citro3d, perhaps)? I find it surprising that your stuff is…
Most low- and medium-handing fruit vulns can be found and exploited by GLM and some knowledge already. Kneecapping cyber vulns only serve governments, Pandora's Box is already open for cyber-related stuff.
> For the open-weight release of K3.1 Pro, we identified and removed cyber-related data from both training stages, while retaining the general-purpose coding tasks needed for model usefulness. We will continue to apply…
> Having a small number of apps installed at the same time, needs each app to be periodically reinstalled at short intervals (IIRC, one week), and you need to have your expensive Apple laptop with you for that…
The category they list in the $50k context are PSC exploits, or TSEC coprocessor exploit when executing the secure code that bootROM provides it. So, presumably, current and future key material compromission like on…
> Worth noting too that this would have easily fetched >$50k More like $30k, no ("system processes allowing piracy")?
https://openjdk.org/groups/vulnerability/advisories/2026-10-... - it's just the 8 certs
> Curious if anyone has experimented with LLM's RE'ing obfuscated code. Sort of, albeit I haven't checked with SotA obfuscation, I've seen GPT 6.1 Sol find a URL hidden under a xorpad + 2 layers of encryption, and I've…
Unfortunately Mistral Large 4 is benchmaxxed. I've had seen subagents fail with "hmm, hmm - hmm, hmm (...)" multiple times, it keeps trying to cheat at the task (trying to remember hallucinations). GLM 5.3 (which…
> say review every commit to catch obvious bugs I’m using subscription models for exactly that, better models catch more subtle bugs, and they catch them faster. It works out far better in terms of work-hours saved.…
Vibe coding has always had and always will have one fundamental flaw: you didn't write the code it produced, therefore you don't have a good understanding/mental model of it. On the other hand asking these clankers…
I doubt it will change much, inference (not training) is very profitable and demand for inference is quite high. See: Mistral serving GLM on their own servers.
> Suggest trying it out yourself: Ask for something difficult from GPT-6 Sol and Opus 5.5 and watch what each one does. The difference is stark. Oh yes, I know GPT-6 Sol is ... quite not up to par. At least it's not as…
Exactly half as expensive as Opus 5.5 in every API pricing metric
Liquid Glass actually looks like glass now, the weird side panel changes in apps is reverted, music slider hitbox hiccups are now fixed, etc. It's just 26 but better. On my personal macbook I upgraded from 15 to 27…
Yeah... on OpenRouter or equivalent
> OpenAI and Anthropic's lead is vanishingly small at this point. Yep, with them nerfing their plans (and apparently planning to release a $500/$600/mo plan) their only advantage is Astra without 5hr limits and with…
Also Opus 5.5 is often made useless due to its [cyber] guardrails (even worse than Astra), they're even worse than Astra's
> I then switched back to MacOS and am mostly happy hanging on to Sequoia… but I’m dreading the point at which (for some reason) Apple make it unavoidable to upgrade. MacOS 27 is a lot less shit than 26, thankfully. I…
Sure but it's the odd one out in a list of whishing manufacturers added features. "Switch 2 remains unhacked" is rather disrepectful of the hacking community, and runs on the assumption that the Switch 2 has significant…
FWIW while(true) / for(;;) (or any other loop condition that is a true constant-expression) is NOT UB in C, only C++. In any case stuff like __asm__ __volatile__("" ::: "memory") prevent such optimizations in the rare…