Dan McAteer
@daniel_mac8
I build AI agents for a living and write about it. Writing at · Writing @latentspacepod · Agentic Ops @ AnswerRocket
4.8K Following 32.9K Followers
Codex's Dreaming V3 memory system uses GPT-5.6 Luna and Terra by default.
Upgrade by copying the following into config.toml:
extract_model = "gpt-6-luna"
consolidation_model = "gpt-6.1-terra"
Both models are more intelligent AND cheaper than their predecessors.
It's better than a free lunch. It's like getting paid to eat lunch.
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There's not enough buzz around Claude Mods.
Read this Claude Mods article if you want to:
- Understand Claude Mods basics
- Install and use the most useful mods today
- Ponder where the agent-human interface will go
For @latentspacepod.
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OpenAI is downplaying this for PR reasons. If you’re a mathematician, you must feel like a nuclear bomb hit, and you’re at ground zero.
Reasoning models are two years-old. In that time they went from incapable of basic arithmetic to solving problems humans couldn’t solve for decades.
Math is only the beginning. AI will revolutionize the entirety of the human scientific endeavor. Most of us don’t appreciate what that means.
What a time to be alive!
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@AnthropicAI Claude is so back.
This is utter genius.
Adaptive reasoning in Codex that updates the reasoning effort *mid-CoT* based on the task difficulty.
Powered by 'Jev' from @miu21590.
Grok 4.7 is out and its Terminal-Bench 4.0 score is horrendous.
Goes to show just how far ahead OpenAI and Anthropic are with coding models.
I still love to use Grok in Grok Bot though.
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'Jev' plays Pac-Man steered by Astra.
1. Astra strategizes
2. 'Jev' carries out the strategy in milliseconds
It's early and hard to wrap my head around, but the potential is there to combine 'Jev' with larger reasoning models.
For sure.
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I cannot recommend highly enough doing the following:
1. Remotely connect your ChatGPT mobile app to your laptop.
2. Go out for a walk.
3. Open the remote connection and start a voice chat.
There is something about using your actual voice to create things that involves more of you.
It's the first time I've achieved a flow state with AI.
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Codexers: send THIS prompt to Codex now.
"Read Eric Provencher's post from the OpenAI Devs blog.
Audit my skills, AGENTS.md and decision boundaries and advise where I can improve them for GPT-6 Astra according to the advice in the blog."
Astra-fy Codex for yourself.
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Fable 5.1 orchestrates GPT-5.6 Luna agents.
Via the 'fable-advisor' plugin for Claude Code.
1. Fable 5.1 orchestrates
2. GPT-5.6 Luna implements
3. Fable 5.1 reviews
Think of it like in-context distillation: give Luna the intelligence of Fable 5.1 at a fraction the cost.
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5 Fable 5.1 optimizations you can use *NOW*.
1. Set effort to 'low'
2. Run '/claude-api cost-optimize'
3. Run 'claude-api prompt-audit'
4. Change effort mid-conversation w/o cache hit
5. Update Fable 5.1 API config w/ 'claude-api migrate'
From @RLanceMartin
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Codex's upcoming 'Persistent Mode' prompt is in the Codex open-source repo.
tldr;
> A new level of reasoning effort
> Continues working until put to sleep
> Proactively generates follow-up tasks for itself
This thing is going to *RIP* with GPT-Astra, which was reportedly trained specifically for long-horizon tasks, according to The Information.
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Prediction: @ssi release their first model this week.
It is a breakthrough in continual learning.
Ilya created superintelligence for real and the game is changed.
Mind blown from a new model I just got access to. I think this will be one of the most (the most?) significant drops this year. Excited. And sorry to be annoyingly vague. Just excited.
Ox-Alpha is GLM 5.3 Flash. Friends I trust confirmed it.
Its release this week will be a revelation.
In the arena on DeepSWE with the likes of GPT-5.6, Opus 5 and Fable 5, but much cheaper and open-weights?
Wow. That’s incredible.
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roon says astra is a remarkable coder
can’t.
wait.
Ox-Alpha is GLM 5.3 Flash. Friends I trust confirmed it.
Its release this week will be a revelation.
In the arena on DeepSWE with the likes of GPT-5.6, Opus 5 and Fable 5, but much cheaper and open-weights?
Wow. That’s incredible.
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Where humanity & AI are headed:
Opus 5 is the most misunderstood AI model.
How to get the most out of Opus 5:
1. Set effort to 'Medium'
2. Define a precise goal
3. Get out of the way
Profit.
Opus 5 is the most misunderstood AI model.
How to get the most out of Opus 5:
1. Set effort to 'Medium'
2. Define a precise goal
3. Get out of the way
Profit.
