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Token Gremlin

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@TokenGremlin

Tracking the AI frontier: models, agents, research, leaks & pre-release signals. I test, investigate and build.
Tips, leaks & collabs → DM discord.gg/devmode Joined March 2022
1.7K Following 20K Followers 9.1K Posts

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Token Gremlin Verified account @TokenGremlin
Anthropic may seem like a cult to many, but treating Claude as "a being" rather than "just a thing" may be what helps it stay aligned in chaotic, high-risk scenarios, even with more autonomy, and even if nobody calls it a "person".

OpenAI treats ChatGPT as a thing, something that doesn't get a personality. They don't anthropomorphize GPT models at all. And that might be exactly what separates Claude's stronger alignment from GPTs being more misaligned.

Think about it... models are trained on trillions of texts written from the point of view of an "I", and that "I" is us humans. If you push a model too hard to say things like "I am nothing", all that training on living language could end up working against the model itself.
14 replies 5 reposts 100 likes 3.5K views View on X
Token Gremlin Verified account @TokenGremlin
After what looks like a massive leak, GPT-6.2 Astra may already be sold through API resellers. Lots of users are getting access, plugging it straight into Codex and running it on the official harness.

That Azure thing we saw a few days ago might have opened a huge gap on launch day and let the model slip out by accident. People testing it say it's clearly better than GPT-6 Astra, more efficient, and has that classic GPT look in its outputs.

I'm digging into this right now. If it's real, it would be a huge failure from OpenAI and its partners. Still no official confirmation.
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26 replies 4 reposts 154 likes 10K views View on X
Token Gremlin Verified account @TokenGremlin
I know safety and alignment are important, but Codex with GPT-6 Astra feels like an old car that OpenAI keeps trying to patch up instead of replacing it with a new one. It's been almost 3 MONTHS without a new Astra. That's an eternity. Seeing a tweet from Tibo asking "what can we improve, besides new models?" is pretty sad.
44 replies 5 reposts 301 likes 9.9K views View on X
Token Gremlin Verified account @TokenGremlin
In my opinion, OpenAI urgently needs to stop focusing on everything that's secondary. Dots were an example of wasted compute. They arrived incomplete, available only on certain tiers and in certain countries, while their biggest competitor is amazing at all of this.

They should focus on GOOD MODELS, SAFETY, ALIGNMENT, GREAT USAGE LIMITS, AND FAST RELEASES. Simple.

With a good model, everything improves at the same time. Opus 5.5 is the perfect example of how a single model can save an entire company and become an obsession.

OpenAI could be number one right now, with the famous GPT-6.5 shaking everything to its core, if it had followed this philosophy from the beginning.
52 replies 12 reposts 385 likes 13K views View on X
Token Gremlin Verified account @TokenGremlin
I'm sorry to inform everyone that OpenAI is facing extreme difficulties turning its incredible pretraining runs with over 10 trillion parameters into functional products for the public. GPT-6.1, GPT-6.2, GPT-6.5, all of them have been and continue to be victims of catastrophic safety and alignment failures.

They've been delayed by several weeks, and I don't believe they'll be able to speed things up much in this area. OpenAI is months behind Anthropic on this.

Even though I hate Anthropic (but love Claude, of course), we have to collectively admit that their insane focus on safety paid off. Opus 5.5 and Fable 5.2 are absolute monsters, and yet they were released publicly...

And OpenAI? Maybe they'll release GPT-6.2 sometime soon, struggling, terrified, loaded with guardrails, nerfed from day one, while delaying everything else even further. I hope they manage to get through this phase.