Tinkerer

Joined February 2022
My first impression of the DeepSeek app is uhhh… not too good… FYI I did different combinations of enabling “Think” and “Search”.
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The biggest thing holding me back from trying Instict is the fact that everything is in a single iMessage thread. I feel like it'd drive me nuts if I didn't have the ability to separate different topics by new chat.
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As soon as I started seeing ads on Instagram for stuff I was searching on Muse, I bought some $META. Zuck has a banger on his hands.
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These guys have been cooking for a while now. We now have Opus/Sol tier intelligence models able to run on hardware the average person has laying around. Would not be survived if we see Fable/Astra tier models available locally by the end of the year.
Today, we’re announcing Ternary Bonsai 2 27B. Based on Qwen3.8 27B, Bonsai 2 27B is 9x smaller than its full-precision counterpart while retaining 98.2% of its aggregate benchmark performance. Two months after the first Bonsai 27B release, the biggest change is quality. The footprint remains 5.9 GB, but the gap to full precision has narrowed materially, with particularly strong gains in agentic coding, multimodal reasoning, and long-horizon tool use. Ternary Bonsai 2 27B is available today under Apache 2.0.
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"muse is the best app - AI or otherwise - I've used since ChatGPT in terms of bringing back that original 'wow' factor." you're making me emotional 🥹🥹🥹
Muse is the best app - AI or otherwise - I've used since ChatGPT in terms of bringing back that original "wow" factor. It just... works The UI/UX is extremely warm and friendly, the AI itself feels very intelligent, and it needs virtually zero handholding. My biggest gripe with ChatGPT's Work / browser use is the fact that so many actions are blocked, but for whatever reason, Muse's works just fine out the box, no hacky workarounds or anything. I've been recommending it to my friends working on their local small businesses, and they're blown away by how intuitive it is. I also think this is truly the future of AI for the vast majority of people: a warm, personal assistant, that just... works.
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Also there’s a certain poetic aspect to the messaging around this. If you go on @alexandr_wang or @MattPRD’s feed the past few days it’s all ways that Muse is automating boring and tedious work, helping people save/earn money, etc. Only ways it’s making people’s lives easier and better. None of that doomer defeatist bullshit the other labs are preaching. The Zuck redemption arc is real.
Muse is the best app - AI or otherwise - I've used since ChatGPT in terms of bringing back that original "wow" factor. It just... works The UI/UX is extremely warm and friendly, the AI itself feels very intelligent, and it needs virtually zero handholding. My biggest gripe with ChatGPT's Work / browser use is the fact that so many actions are blocked, but for whatever reason, Muse's works just fine out the box, no hacky workarounds or anything. I've been recommending it to my friends working on their local small businesses, and they're blown away by how intuitive it is. I also think this is truly the future of AI for the vast majority of people: a warm, personal assistant, that just... works.
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Muse is the best app - AI or otherwise - I've used since ChatGPT in terms of bringing back that original "wow" factor. It just... works The UI/UX is extremely warm and friendly, the AI itself feels very intelligent, and it needs virtually zero handholding. My biggest gripe with ChatGPT's Work / browser use is the fact that so many actions are blocked, but for whatever reason, Muse's works just fine out the box, no hacky workarounds or anything. I've been recommending it to my friends working on their local small businesses, and they're blown away by how intuitive it is. I also think this is truly the future of AI for the vast majority of people: a warm, personal assistant, that just... works.
Last month I wrote about how we can build a positive and safe future for everyone: meta.com/thefutureisforevery… Every lab has the responsibility and incentive to move at the pace required to train its models safely, and the ability to take its own actions to ensure that happens. The reality is: - People won't want to use agents that are misaligned with them and that don't do what they ask, so labs have a strong natural incentive to make their models more aligned. There is a lot of debate about slowing progress on capabilities until alignment catches up. My view is that trust and alignment are quickly becoming the most important capabilities that will differentiate agents and models. Any lab that doesn't focus on alignment will fall behind. - Labs face significant liability if their models cause harm, so they have a strong incentive to prevent this as well. Meta delayed shipping Muse for several months to focus on safety and security. We didn't call for everyone else to do this before we would. We just did it as part of our day-to-day work because it was clearly the right thing for people and for us. I'm proud of the security foundations we've built. - Engaging independent evaluators and advisors is industry best practice. MSL already does this today in several areas because it helps produce better work. Other labs can just do this too. In general, it would be helpful for there to be a larger and more diverse ecosystem of evaluators. - Committing the significant majority of compute towards serving people rather than racing towards recursive self-improvement is one of the best ways to ensure we develop this technology safely. Meta has made this commitment and other labs can do this as well. I believe the key to building a positive future for everyone is maintaining the right balance of power. This is within our power to do.
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Please say hi to Nekofugu.
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I'm on a mission to learn inference engineering. I keep seeing reasons to understand it better, so I'm learning with Astra, building in public, and putting together a guide so others can follow along. First up: serving and benchmarking a small LLM.
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How much time goes into processing the prompt, and how much into generating each token? Next: a custom prefill and decode loop to measure those phases separately.
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Shayan retweeted
Today, @HesabPay_ is launching up to 1 million @Visa cards for customers in Afghanistan through Visa Pay. Obviously as a son of Afghan immigrants, this means a whole lot to me. Being involved in any capacity is an honor, and I sincerely hope to continue doing my part to democratize financial independence globally. Having the best infrastructure matters when building real financial products, for real people. It can be the difference between having access to a warm meal or going to bed with an empty belly in many places around the world. This is a huge unlock for the people of Afghanistan, and together we will unlock many other regions. God-willing. movementnetwork.xyz/article/…
Sending money home still takes 2 to 5 days, with too much lost on the way. Now @HesabPay_, @Visa Pay, and Movement are changing that with sub-second transfers, @dfnsHQ-secured wallets, and no seed phrase required. Live across the Middle East and Africa.
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Shayan retweeted
The people who power this corridor waited days for money that was already theirs. Now it moves in seconds via WhatsApp. That is who we build for.
Movement, El Vecino, and @RISEFin2026 are bringing stablecoin settlement to US-to-South America remittances. The model swaps correspondent banking for licensed rails across the US, Canada, and Europe, with no pre-funded float. It starts with 20,000 El Vecino customers and scales toward 800,000. movementnetwork.xyz/article/…
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Shayan retweeted
Send $100 across borders today, and only $94 is received, days later in most corridors.  More than 6% of hard earned money evaporates. 6% of someone labor under the scorching sun, or under the fluorescent lights of an office building.  We'll never reach a perfect $100 in, $100 out world. But we can cut the distance in half, then another half after that. Infinite halves. movementnetwork.xyz/article/…
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Why do AI people all have this Oppenheimer complex? “We built this big scary monster, and now we need to put a stop to it before it’s too late” ??? 1. As if China or any other serious adversary will willingly nerf themselves, especially as the latest Chinese models have proven themselves to be on par if not even slightly more advanced than American SOTA models. 2. This is your company! You can pump the brakes whenever you want! You don’t need lawmakers rushing in to legislate something they don’t even understand.
We support this petition, signed by our CEO, several co-founders, and senior staff. Our own research on recursive self-improvement, published last month, points to the need for tools to deliberately pace the frontier of AI development so society can prepare. We’re glad to see broad agreement across the field. pacingthefrontier.com/
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Shayan retweeted
Since Movement seems to have your attention, here’s some of the progress we have made over the last few months: ✅ Secured licensed payment rails to move Money from the US, Europe, and Canada ✅ @HesabPay_ chose to build their Neobank for the global south exclusively on Movement ✅ @near_intents integration live, bringing liquidity across different chains to users ✅ @dfnsHQ integration live, bringing a full stack core banking digital asset platform to our partners ✅ USDCx @circle integrations live on @MEXC , @kucoincom and @BitMartExchange ✅ Movement joined the Circle Alliance Program ✅ @zothdotio integrating to bring yield infrastructure via zVaults and Global Cross Border payments via zPayments ✅ @meshpay integration live to allow seamless flow of stables and other assets from CEX to wallet ✅ Investment announcement in @sortedwallet and @stableyardfi ✅ Launched our own native wallet @motion_wallet ✅ $MOVE token listed on @fasset exchange ✅ Acquisition of @canopyxyz to bring yield infrastructure to Movement users We are building the rails that bring digital assets in reach of fintechs and banks in emerging markets, and the users they serve. More news to follow, just make sure you get your news directly from the source. Gmove.
Hesab selected Movement as its exclusive stablecoin settlement layer for cross-border flows. $160M in monthly volume. 1 million+ transactions per month. The corridors they serve run on informal cash networks with 2-5 day settlement and capital sitting idle in pre-funded float. Movement provides access to licensed rails across the US, Canada, and the EU. Same remittance, cleared in real-time.
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1/ A few takeaways from WebX 2026 in Tokyo. This year felt less like a traditional crypto conference and more like finance, technology, and policy all meeting in one place. Most conversations were about products, integrations, partnerships, and getting things into market.
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6/ AI was all over the event, but mostly tied to something practical. The better conversations were around agents, payments, security, data, and onchain execution. Less vague “AI x crypto” branding, more focus on what the stack actually needs to do.
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7/ The overall vibe was commercial, serious, and still very crypto. People were there to talk deployment, customers, partnerships, and regulation. From my side, the best part was hearing directly from Japanese companies and builders. If you are a developer in Japan exploring payments, remittances, neobanks, fintech, or other financial applications, send me a DM. I would be glad to discuss how Movement could help. Let’s keep building.
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