Congratulations to Periodic Labs!! It's still shocking to me how far Astra gets without any of that lab data and how much better it got than Sol without targeting that problem.
Here is how to enable a 1M-token context window in Codex for GPT-5.6 Sol.
Even though we have tuned the context limit in Codex to be set optimally when it comes to performance and cost, this is a common ask, so here it is documented.
A larger context window lets Codex retain more code, tool output, and conversation history before summarizing older material. You need a model that supports it. And GPT-5.6 Sol, for example, has a documented 1,050,000-token window.
Open ~/.codex/config.toml and add or update these settings at the top level, before any [section] headers:
```
model = "gpt-5.6-sol"
model_context_window = 1000000
model_auto_compact_token_limit = 900000
```
The first setting selects the model. The second tells Codex to use a one-million-token context budget. The third starts automatic history compaction around 900,000 tokens, leaving some headroom. Restart Codex client and start a new session after saving.
To try the configuration for a single CLI session without changing your defaults:
```
codex -m gpt-5.6-sol \
-c model_context_window=1000000 \
-c model_auto_compact_token_limit=900000
```
Have fun, but also know that we tuned the default carefully!
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When India accidentally wiped out its vultures, half a million people died in five years.
The bird doing zoomies in this video runs the most extreme digestive system in the animal kingdom. Vulture stomach acid sits near pH 1, strong enough to destroy anthrax, rabies, and botulism in the carcasses they eat. A flock strips a cow to bone in about 45 minutes.
India had 50 million of them. Free sanitation at national scale, in a country where religious custom means most cattle die natural deaths and every dead cow becomes a carcass someone has to deal with.
Then the patent on diclofenac expired in 1994. Farmers started using the cheap painkiller on livestock. Trace amounts left in a carcass cause kidney failure in vultures. Within a decade, 50 million birds fell to a few thousand. The fastest collapse of any bird species since the passenger pigeon.
The carcasses didn't disappear. Feral dogs took the vultures' place and brought rabies with them. Rotting remains leached into waterways. In districts where vultures once thrived, human death rates rose more than 4 percent. Economists at Chicago and Warwick put the toll at 100,000 extra deaths a year and $69 billion in annual damages.
So yes, the goofy bird sprinting down the walkway is adorable. It's also a disease firewall that evolution spent millions of years building and one generic painkiller nearly erased in ten.
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New data for Great Barrier Reef: Last five years best on record
Yet, media wrote its obituary in 2014
Research told us it would be almost gone in 2022
Not all scare stories are true
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Makes me happy before another rewatch of GBR Octonauts with my kids :)
This is consistent with the 2012 PNAS analysis I mentioned
They say, climate likely won't work
and so we should focus on controlling crown-of-thorns starfish
we now know it improves coral cover by just 0.5 percentage point
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Get your “finally” replies in.
Codex Remote notifications are now working. When you start a turn or open up a thread in progress, you’ll get a notification when the turn finishes or needs approval, etc
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Why do chatbots confabulate? What kind of pathological pressure are they subjected to?
You probably hate tab switching. Understandable.
You can now open any
@googledrive Doc, Sheet, or Slide right inside ChatGPT and work side by side without switching tabs.
Rolling out on web to Plus, Pro, Business, and Enterprise users in ChatGPT and ChatGPT Work.
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The OpenAI Foundation is launching AI for Civil Society and Philanthropy to help nonprofits, community organizations, and other trusted partners put advanced AI to work on urgent challenges, develop practical solutions and scale what works.
The first effort is a $100 million commitment with Common Health Coalition to launch Breakthroughs to Follow-through to help care teams use AI to reach more patients with proven treatments - starting with the goal of doubling hepatitis C cure rates in Alabama, Illinois, Louisiana, and Massachusetts. Breakthroughs to Follow-through will work to identify patients who have fallen out of care, synthesize records, track progress, and focus limited staff time where it can have the greatest impact.
The OpenAI Foundation wants to empower those who are closest to issues and to put AI to work where it can make a meaningful difference in people’s lives.
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If this is indeed a large factor, there may one day be a very painful cliff due to overhang and network effects. If robotics works well by then too... I know very little about the topic but I think this may summarize why people are worried about jobs at some point.
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a big reason we haven’t seen massive ai-related job losses is because large legacy companies are full of people who derive power from the number of subordinates below them on the org chart and you simply can’t replicate those dynamics with agents (unless you have eg a tokenmaxxing leaderboard…)
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Sine and Cosine waves are...nothing but the shadows of a spinning circle.
We can finally talk about it:
We found a way to extract hidden reasoning of frontier models using a vulnerability in the APIs of every frontier AI company.
We verified that our reasoning token count matches billed API thinking tokens 1:1 for most of the prompts we queried.
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I've been looking forward to this for a long time. Finally my favorite app on my favorite os :)
The ChatGPT desktop app is now available in preview for desktop variants of these Linux distributions:
• Ubuntu 24.04 LTS and 26.04 LTS
• Debian 13
• Fedora 43 and 44
Install with .deb or .rpm packages for x64 or ARM64.
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If you think prices of tokens can't go down, you've seen nothing yet. Research still delivers strong wins :)
Pathway’s BDH-CQ model redefines the Cost-Efficiency Frontier on ARC-AGI-1: $.0007 at 29.5%. This is made possible by in-context learning and latent reasoning. Welcome to the Post-Transformer Era.
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Where is the polymarket site where I can bet Riemann's hypothesis will be solved this year? (Model human cooperation is fine.) Riemann 2026 or bust!!
We asked an unreleased research version of Claude to take a stab at the Riemann hypothesis.
It didn’t solve it, but it did make strides on a related problem: it increased the lower bound for the fraction of zeros of the Riemann zeta function that satisfy the hypothesis from 41.6% to 67.2%.
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Ask. Book. Eat. Repeat.
ChatGPT can now help you find and book a table with
@OpenTable, Resy, and
@Yelp 🍽️
A phenomaton is an inverse zombie: a phenomenological presence without cognitive influence
the sf tennis reservation system will become one of the most hardened softwares on the planet of earth