we've build something great here
! agentic loop integrated and backed right into IDE as first class citizen.
!! loaded with crafted skills and tools
!!! still coding editor, as it should be, leverage agentic
!!!! on top of all batteries-included like local linux virtual machine for running the programs without the hassle
GPT-5.6 Sol and Luna are ahead of Terra at every point on the Intelligence vs Cost per Task chart. GPT-5.6 Luna stands out as a particularly cost efficient model
Charting the Artificial Analysis Intelligence Index shows the trade-off between intelligence and Cost per Intelligence Index Task. Across reasoning efforts, each GPT-5.6 model pushes past GPT-5.5 on the Pareto frontier (excluding non-reasoning).
However, Luna and Sol are always ahead of Terra. This means for any Terra effort level, there is a Luna or Sol effort level that is more intelligent at no extra cost, or as intelligent at lower cost.
@RezaMoghtaderi@karpathy@burny_tech Interesting. Gemma 4 gets it instantly and it's just 31b. Yet the newest Qwen Max fails after thinking for quite a while.
@antirez I use that feature heavily in @badlogicgames's pi. You can go back in time and even summarize the discarded messages and inject the summary back...
@badlogicgames@mitsuhiko I am loving sitegeist so far! A lot better than Atlas in my tests... Is there something special you are doing to give it a debugger ?
Just implemented Google’s TurboQuant in MLX and the results are wild!
Needle-in-a-haystack using Qwen3.5-35B-A3B across 8.5K, 32.7K, and 64.2K context lengths:
→ 6/6 exact match at every quant level
→ TurboQuant 2.5-bit: 4.9x smaller KV cache
→ TurboQuant 3.5-bit: 3.8x smaller KV cache
The best part: Zero accuracy loss compared to full KV cache.
Vibe slopping a Reddit AI thread analysis app for fun and profit.
The goal was to find project ideas according to people's complaints. Turn threads into computable data.
As a test, I pulled some the safety posts from r/digitalnomad to see which are the most and least dangerous places people traveled to.
@mitsuhiko Handy with parakeet v3 and I use post process with apple intelligence with some custom context about what I do so it understands when I say "Django" And don't mis-transcribes to "Jumbo", etc.
Want to hear an even more surreal story?
I was a freelancer in Spain, making 4-5K€ per month. Then my son was born, and I was forced to take at least 6 weeks of paternity leave. During this time I would be paid around 900€/month (regardless of how much I made).
A good portion of my income came from ongoing monthly contracts that didn't require daily involvement on my part, and I arranged with my clients to do more work upfront and then catch up when I came back to make up for my time away.
HOWEVER, to my surprise, my accountant told me the Spanish system did not allow me to create invoices during my paternity leave.
I asked if I could give up my paternity leave "benefits" altogether. The answer was NO.
So for a while there, I was forced by the government to stop generating 4-5K€ for my family and instead take the 900€ they so kindly were giving me.