Raphael

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Raphael

Raphael

@raph_dixon

“The Voice of Middle Australia". Down Round podcast & Meeting Tree.

Sydney, New South Wales Katılım Ağustos 2019
722 Takip Edilen1.2K Takipçiler
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Raphael
Raphael@raph_dixon·
Made another post on SubStack. Where does the money in AI accrue, and how can Australia get a piece of the pie. (Spoiler: not by building fabs)
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Justin 🏗
Justin 🏗@pleasedontatme·
There are whole other universes out there.
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Raphael
Raphael@raph_dixon·
@gbrl_dick @clarejtbirch The flip side is Morgan Stanley fine tuning a GPT 3 model on all their troves of internal data, only for GPT 4 to come out, and the vanilla version was better at all the internal tasks. I.e. is specialised only going to work if general hit a wall?
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Gabriel
Gabriel@gbrl_dick·
my case is just that i didn’t think we’d see returns to specialised models, but it looks like we are. i wouldn’t have believed that databricks was going to train a model beating frontier big labs on specific benchmarks, and now they just did it. my questions is really: what specifically did i get wrong here?
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Gabriel
Gabriel@gbrl_dick·
in 2024 i was very persuaded by the takes of my big lab friends that large models would just end up better than everything. was this wrong because structurally there are better returns to specialisation than we realised, or was it wrong because compute became a constraint earlier than expected?
Jamin Ball@jaminball

Awesome job by the @databricks team My summary: They trained a model called KARL that beats Claude 4.6 and GPT 5.2 on enterprise knowledge tasks (searching docs, cross-referencing info, answering questions over internal data), at ~33% lower cost and ~47% lower latency. The key insight: instead of throwing expensive frontier models at enterprise search, you can use reinforcement learning on synthetic data to train a smaller model that's faster, cheaper, AND better at the specific task. RL went beyond making the model more accurate. I t learned to search more efficiently (fewer wasted queries, better knowing when to stop searching and commit to an answer). They're opening this RL pipeline to Databricks customers so they can build their own custom RL-optimized agents for high-volume workloads. I think we'll continue to see data platforms become agent platforms. Databricks' KARL paper is really an agent platform play. The pitch: you already store your enterprise data in the Lakehouse, now Databricks will train a custom RL agent that searches and reasons over it, tuned specifically for your highest-volume workloads (workloads = apps = agents). The business move is closing the loop: data storage → retrieval → custom agent training → serving, all on Databricks. They're turning "your data lives here" into "your agents live here too." Kudos @alighodsi @matei_zaharia @rxin

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Raphael
Raphael@raph_dixon·
@dannolan Still need inference providers for their ram in order to keep context length maxing
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Stephen Haney
Stephen Haney@stephenhaney·
Hello! Today we're releasing Paper Desktop Paper is now a canvas for Cursor, Claude Code, Codex. Any agent can read and write html to Paper. • push or pull from your codebase • pull real data from anywhere • less work, more design What will you ship? Sound on 🎶
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Down Round
Down Round@downroundpod·
Been a while since we've done a Q&A — drop your burning questions below Anything you've been curious or confused about. Serious inquiries only. Time wasters and jokers blocked and banned 👇👇👇
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Down Round
Down Round@downroundpod·
When da podcast smoke too tough
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pedram.md
pedram.md@pdrmnvd·
As I was walking to St Ives, I met a man with 12 Mac Minis, every Mac Mini has 12 Clawdbots, Every Clawdbot had 12 Ralph Wiggums, Every Ralph Wiggum has 12 Claude Max Plans. Mac Minis, Clawbots, Wiggums, Max Plans, how many tokens were spent on my way to St Ives?
Jeff Tang@jefftangx

Had some fun today Got 12 Mac Minis setup with 12 Clawdbots running 12 Ralph Wiggums with my 12 Claude Max Plans Wake up. It’s 2026. You’re getting left behind in the dust

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Darth Erogenous
Darth Erogenous@darth_erogenous·
Nicotine (administered through a reusable vaporising device) provides the alertness, the crystalline mental acuity. Beer yings the yang, so to speak, placing you in a den of kindly feeling. But the picture isn’t complete before the Thumb navigates to a most amusing YouTube Short
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Raphael
Raphael@raph_dixon·
@bubbleboi He says this kind of stuff in every big speech, and they have done for 30 years
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Serenity
Serenity@aleabitoreddit·
Happy New Year! The strangest “seasonal anomaly" is the January Effect for mean reversion rallies. Look for beaten down names like $MSTR -53.9%, $HIMS -41.9%, or $SMCI -38.63% on 3M charts or companies like $SNAP -25% YTD, $MRVL -23% YTD The primary candidates have strong forward earnings, but are down like Snapchat (perplexity, memory monetization), SMCI (50%+ forward y/y growth but dropped on q1->q2 backlog delay), or Marvell with triple digit revenue growth from Maia down the road. The EoY tax harvesting is in full effect for the markets and this causes artificial downward pressure. So, while you’re shopping for new year discounts, make sure to check there isn’t something fundamentally too broken. (Eg. MSTR is more risky because of MSCI delisting) But, historically, these tend to rise first month of the year if they had accelerated sell offs due to end of year tax losses. This trend presents one of the most rewarding opportunities for traders.
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Raphael
Raphael@raph_dixon·
He’s starting to look more Chinese than Chinese Elon
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Raphael
Raphael@raph_dixon·
@liljuuliet I think it’s probably got more to do with the fact that 45 year olds now get fired for groping 23 year olds and they didn’t previously
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@levelsio
@levelsio@levelsio·
@jingbenzhengyi Typical retarded anti-foreigner take I get same from Portuguese a lot pointing out my experiences that aren't all perfect Don't be like that man
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@levelsio
@levelsio@levelsio·
🇨🇳 Okay we lost about $150 in power banks and got them confiscated from us at the airport flying to the next city in China because the power banks didn't have the Chinese certification called CCC They have every other certification known to man (you know like EC and FCC) but not CCC "CCC (China Compulsory Certificate) is a mandatory certification required for a wide range of products to be legally sold, imported, or used in China, covering aspects like safety and Electromagnetic Compatibility" Ironically they're new Anker batteries and Anker is a Chinese brand and they're made in China but that didn't convince the airport lady Lots of other non-Chinese ppl (but Asian) got rekt and it was a mountain of power banks thrown out Getting your stuff thrown away in front of you is annoying everywhere, but especially when it's new batteries We asked if we could ship them by post to our next hotel (there was a desk shipping stuff next to it) but she denied, very unfriendly lady but then again isn't every airport lady in the entire world usually unfriendly? They seem to be really really really aggressive about hand alchol, lighters and batteries with foreigners, probably for a reason 🚬 I was asked literally 6 times in a row by different people if I had a lighter on me, after the 6th time saying "I don't smoke" I had to shout it which seems to actually work well, a lot of esp age 50 and up people shout in China (which is the opposite of Japan of course), but the loudness of your voice here is part of the communication and sometimes work to shut everyone up and make the point 🤣 Then my bag was opened to find every single electronic device while they say "battery battery" like even about an Airpods box, crazyyyy And gf had to throw away her cute hand alcohol spray thing that every IG girl has, which made her sad Anyway not the most nice experience for foreigners visiting China in this case especially when you travel you really need a powerbank to survive the journey cause your phone runs out of power quick and travel distances in China are long (just a car ride to a hotel or mall can easily be 1 hour) And inb4 "omg n00b", none of the batteries sold outside China now have the CCC mark, so no you can't prep for this, thank you 😊 Please fix @xijinping
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@levelsio@levelsio

🇨🇳 Saw my first actually useful robot You know those toll way machines and you're always too far off the machine and have to hang out the window to pay, or you're too close and your wheel hits the side In Beijing they have a robot arm for it Although to be fair in Europe we just have a sensor we glue to the windshield and it auto charges your bank via IBAN So maybe not so useful But it looks cool!

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Down Round
Down Round@downroundpod·
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Raphael
Raphael@raph_dixon·
@stevehind You’re giving them too much credit imo. 2nd order thinking?
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Steve Hind
Steve Hind@stevehind·
Regular workflow: * Cold email from VC * Ask ChatGPT: Has {firm} made an investment in {my space}? * My reply to them: "Your fund recently invested in a direct competitor, I don't think we'd be able to work together." Makes more sense to attribute to malice over incompetence?
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Raphael
Raphael@raph_dixon·
The boys in critical minerals group chat are salivating for the ASX to open. I haven’t felt this energy since during the COVID lock downs when they announced they were opening the pubs
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Raphael
Raphael@raph_dixon·
@zoink Minutes and hours is less of an issue than months not having the same number of days. We need to sort that out first.
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Dylan Field
Dylan Field@zoink·
OK, hear me out on this one. 10 hour days. 100 minutes / hour. 100 seconds / minute. Noon is 5:00. Midnight = 0:00 or 10:00. Base-12/60 time is a Babylonian fossil. Just because they didn't figure it out during the French Revolution doesn't mean it can't be done.
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