Thank you very much, @satyanadella , for the opportunity to speak with you!

Tencent released Hy3 today. Beating GLM-5.1 in blind tests while running fewer active params than the models it's competing with 295B MoE, 21B active, 256K context. And it does this on plain GQA. No sparse attention, no MLA. So the efficiency isn't coming from architectural tricks yet, there's still headroom left. That should worry the competition more than the benchmark numbers do. It’s truly crazy what kind of efficient models are coming out of China.

Source: reddit.com/r/LocalLLaMA/comm…

Fable 5 probably running locally in about two years. That is the projection in this r/LocalLLaMA chart. It tracks how long it takes for cloud-frontier capability to become broadly comparable in laptop-runnable open-weight models. The observed average lag: ~24.8 months. GPT-3-class capability: 37 months. GPT-3.5-class: 17 months. GPT-4-class: ~24 months. The projection puts Fable / Mythos 5-class capability on high-end consumer hardware around July 2028.

"From a machine learning persepective from an AI perspective, there is no reason why we cant make a context-window of 100m" Let's see what you've got, Anthropic.

i mean it. this is freaking insane. GPT-5.6 running on 750 t/s is a freaking game changer. Big moat against anthropic

OpenAI is launching GPT-5.6 Sol on Cerebras at up to 750 tokens per second in July. Bleys Goodson estimates Sol may be served across 70-100 Cerebras wafers, with roughly one model layer per wafer: around 3T total parameters, 150B active, 70 layers. It suggests OpenAI did not just place a frontier model onto another inference provider. It likely designed the model around the hardware! Cerebras would move from “fast inference for smaller models” into something much more strategic: serving frontier intelligence at extreme speed. Game changer, big win for OpenAI. It cannot be emphasized enough how important this is.

Confirmed by OpenAI Tibo: GPT-5.6 Sol Ultra will be in Codex. Tomorrow is going to be an insane day.

New exclusive interview: Microsoft Research's Ahmed Awadallah on Fara1.5, MagenticBrain, and the case for small, on-device agents that go toe to toe with the giants For two years the agent story has been one thing: scale. Bigger models, longer context, more compute. This week Ahmed Awadallah (Partner Research Manager, Microsoft Research AI Frontiers) told us about a stack that runs the other way. A 9B computer-use model that nearly doubles its predecessor on web navigation. A 27B sibling that goes toe to toe with Operator and Gemini 2.5 Computer Use. We talked about what you trade away when you build for small models, when an agent should stop and ask before it acts, and how close we really are to agents that run on your own laptop. Subscribe for free down below:

Anthropic obvioudsly no longer operate on a classic annual model-release cycle. Major generations may still arrive roughly once a year, but meaningful frontier upgrades now appear every two to four months. Claude 4 launched in May 2025. Opus 4.1 followed roughly ten weeks later. If Fable 5 follows a similar cadence after its June 2026 release, a potential Fable 5.1 would most likely land around August or September. It's crazy to think how good Fable 5 is, and that we'll probably get the next iteration next month. Rumor has it Fable 5.1 is already finished. It's hard to imagine what else is in store for us. Again: we are still so early.

SK Hynix is planning an U.S. listing on the NASDAQ. Two thoughts on this: 1. It is, needless to say, the best possible timing. SK Hynix sells semiconductor products, particularly memory solutions such as High Bandwidth Memory, DRAM, and flash memory. Driven by the AI revolution, these products are currently in demand like perhaps never before in the company’s history. And there is no end in sight. 2. However, this also means that SK Hynix expects demand, and therefore prices, to at least remain stable, and likely even rise. Why? The stock market prices in the future, and SK Hynix knows this as well. The company is therefore trying to benefit from the fact that there is no end in sight to demand, and thus to its rising revenue. On the one hand, this shows that belief and confidence in AI as a future technology remain strong, with little doubt emerging. On the other hand, it also suggests that prices are likely to persist or even rise further. That, in turn, affects all of us, as probably everyone has personally noticed in RAM prices. So it is a double-edged sword.

I believe there is no higher praise than when Google’s Lead Product praises Anthropic’s Fable 5 and even creates a video about it.

Sam Altman just compared his child putting two words together for the first time to GPT-5.6 discovering new math. Expectations for what’s next couldn’t be any higher now. Tuesday cant come fast enough.

There are two days left to use Fable 5 with the subscription plan. Enjoy it while you still can.

Such a cool use case. I would’ve loved this when I was a kid.

Source: reddit.com/r/accelerate/s/Qh…

A Principal Engineer at NVIDIA and OpenAI technical staff are both extremely hyped for GPT-5.6 Sol. Both with pre access. Just two more days, friends.

@kimmonismus a fresh pro account (not max) resets fable as well ?!