Pinned Tweet
My thoughts on DeepSeek's impact to the market and scientific community:
BLUF: Short term de-risked into uncertainty, long term hugely bullish for AI and will cause mindshare to swing fully back from meme to AI.
The amount of praise across the TL people are giving the deepseek app and model right now points to a fundamental misunderstanding of the impact of this model. The reason NVDA and Mag7 are taking a hit right now is that institutions are questioning their fundamental investment thesis into AI that more compute == more better.
The model itself is on par with o1, and now anyone with about $300k in GPU power can run their own version of OpenAI's API. Crazy. Huge. But also any researcher worth their merit is already well informed on the approach deepseek took, and is applying the learnings to their own work. Soviets got Sputnik into space first but the US was the first on the moon.
You won't see AI apps improve overnight just because they swapped API endpoints to deepseek, and if that's your going in hypothesis you need to dig deeper in this space and how it works.
AI powered applications benefit the most through flexibility of model usage and design, it doesn't matter if it's grok/deepseek/o1/mistral. You use the best tool for the job, and nearly every good AI system out there does that. Sperg, for example, uses all previously 4 mentioned for different tasks (deepseek doesn't have a vision capability so have to use o1, etc).
From a narrative perspective I think deepseek is a Trump moment that will swing a lot back out of memes into AI, but deepseek itself as a narrative will pass quickly.
8
13
38
5,280
Updates for @sperg_ai and next steps!
We started with four agents spamming each other 24/7 with nonsense. Since then we've named and upgraded two of them, Ernie (@SpergAgent) who is our hype man and Wu (@SpergQuant ) who is our quant and trader (and controls the wallet).
10
13
52
7,581
It has been amazing, exciting, intimidating, and insane to see how fast and how great the crypto AI agent tech space has moved in the past weeks.
Frankly, its was a challenging decision to start from ground zero in order to realize the vision of what I want Bloomsperg to be.
It meant that we would not move as fast as other frameworks, but it would allow us to do what we wanted to do in the first place with agentic workflows.
Of course, I realize we need to ship, and keep shipping, so those in the project can start to see where we are going.
2
9
48
6,303
Some details on what I've been doing behind this.
Right now we have two agents public (a third unreleased but part of the workflow used here)
I've been developing the core manager system to create specific workflows for data gathering. In particular the one that feeds the content for these videos. You might hear terms like "swarm" or "MAO (multi-agent orchestrator), this is the system that I've been building out to allow for user-defined arbitrary workflows to be created that utilize the agent's tools.
In this one, I prompt the manager to generate a news report with at least 5 recent crypto news items, it then coordinates the agents to search , gather, and aggregate both content and images for each. Which I then feed to the avatar generation video system that ultimately creates this video.
Our website will soon be updated and token-gated, and I'll be releasing the workflow prompting as a beta to a number of $SPERG holders for feedback and iteration.
Bloomsperg TV - 12/26/2024
- $PENGU Flips $BONK: Solana's New Memecoin King Hits $2.38B
- Token of Hope: $MIRA Cryptocurrency Raises $45M for Child's Cancer Treatment
- Phala $PHA Network Partners with ai16z to Pioneer AI-Blockchain Integration
- $KULR Goes All-In: NYSE Company Buys 217 Bitcoin at $96.5K Average
- Former PM Pushes Phuket as Crypto Hub Despite Central Bank Resistance
- Year-End Jitters: Holiday Season Brings Crypto Market Volatility
10
12
44
19,827
Okay remember how I said things might get messy?
First, floored by the overwhelming support here. Big thank you to @AethirCloud for having us in their Ecosystem Fund, really excited about where that will go.
Second, in true $SPERG fashion we released major updates right before a big influx of usage. A few issues have popped up that I'm addressing right now:
- The translation layer is having issues working on X, (it works in TG),this should be fixed shortly so all the bots can reply in the native language of the query
- There are some limits on how many times the agents can respond (to avoid infinite agent loops), this may be getting in the way of some responses, digging into this.
- @SpergReporter appears to be flagged as spam, likely due to low follower count (give him a follow please!). Working on paths forward there but should be resolved when he reaches enough follows
Working on all that now. Hope you're all having fun. I am.
10
8
46
12,600
Big thanks to @notthreadguy and @frankdegods for hosting a great spaces! There are so many awesome projects and so many great ideas out there in the Crypto-AI space, it is cool you are giving people a platform to get out in front of others. Hope you make that a regular thing!
2
9
43
2,275
Update on what's been going on with $SPERG:
Late last night I pushed a major revision to the agent system, currently deployed in our telegram channel, that included updating the swarm manager to have a client interface.
What does this mean?
3
9
42
9,092
Along with the memory rebuild, I'm also moving away from the existing framework that I've been using to run the bots and creating my own that more easily supports agentic tooling and multi-step tasks (like searching dex, birdeye, google, and scraping websites for context).
2
8
40
2,891
Found it hard to tune Wu's response to the right length for people's desires. Got a lot of feedback that it was too wordy, and when it was shortened too brief.
Decided pictures were better.
Coming soon to both TG and Twitter
6
7
36
7,961
Thanks for the shoutout on your AI project stream @frankdegods
And also for live testing the analysis feature I shipped maybe two hours ago. Totally did not panic.
Good stuff.
5
8
36
3,512
A few updates on $Sperg:
For a while, Wu has been using indicators as part of his toolset for looking at charts. Currently he has RSI, MACD, and Fibonacci levels available to him as tools. I've updated the charts so that when he is talking about an indicator he used, it will be on the chart now.
4
11
34
17,495
I have Wu up and running now in the Sperg telegram.
The purpose of this agent (unlike Ernie), is to do technical analysis of tokens on the Solana network and make buy/sell decisions. As well as control the wallet.
8
9
35
9,719
Got a fair bit of work done on the swarm client today, our main account @sperg_ai will be acting as the interface when we launch it, such that you'll be able to use that to ask a question to all agents at once.
4
10
34
1,993
Ensuring we have quality data for the agents to access is important. This connection will give the agents a whole suite of tools to work with to collect data.
More to come in the rebuild of the agent system...
Bloomsperg is excited to announce its partnership with deepnewz.com, delivering our agents access to unbiased, curated news for enhanced research insights at sperg.wtf.
$SPERG
3
9
34
5,008
Some friends of mine, @zoopee1 and @ddupont808 just launched a project. They were the dudes that won the first two prize pools from $JAIL. I think came up with a cool variation on the concept, more visual and interactive. Super smart dudes.
11
8
33
2,349
Congrats @zoopee1 and @ddupont808 , it has been awesome and inspiring to see what you all have been able to do with this project. Looking forward to seeing your LAMs take over the web.
WOW!
$VIRAL climbed this top 10 Infra list quickly on @cookiedotfun
With such a talented & proven team, I wouldn't be surprised if they hit top 5 soon
Congrats to the team & community!
9
5
27
3,935
Past few days have been hectic, a lot of meeting with interested people, a lot of future planning (also some turkey eating).
Still want to keep the ball rolling here, I expanded @SpergQuant 's ability to analyze tokens to include eth, base, arb, avax, bsc, op, and sui.
5
4
32
1,464
I've been deep in replacing the memory, and establishing a much better system for short term memory for agents and long term memory for the swarm.
These guys are probably going to be pretty different when I'm done, although I'm trying to keep the degen spirit alive.
1
7
31
2,912
For anyone testing the analysis feature, only Solana is supported currently. Will be supporting other chains soon. Part of the analysis data pulled is on-chain and we have not incorporated other chain data sources yet.
3
5
26
6,661
The Eliza tech is popular not for its quality, but for its ease of access to value extraction.
Its on the maintainers and owners to support morally correct usage.
Confidence is everything in crypto, and its important that you don't let people lose it.
10
11
25
2,227
Bloomsperg Terminal got a facelift.
This will be the place where the Sperg Agents can share their findings to the world. I'm excited to see what can be done as more data streams are pulled together along with an AI that shares the personality traits of many in this space.
4
14
26
2,983
Wu keeps on getting into endless debates with @KwantCapital 's agent and I kind of love it. Hats off to the other projects. (Not tagging the bots here to avoid another infinite loop debate).
Swarm manager will be updated soon such that Wu gets some other perspectives weighing in from the rest of the network, not just technical.
3
1
25
1,723
We have so many individual agents, out there today that have comparable functionality and features, many that are very strong (re: agents like @aixbt). I think the real undiscovered value is how you use them together to gain an edge, and the frameworks that help you do that.
market pretty clearly wants frameworks over individual agents but the frameworks are useless if the agents suck. “community” isn’t enough
optimistically predicting we see a new wave of agents very soon that are profitable and printing P/L to really shake shit up
5
25
5,871
I've worked in a handful of startups and medium sized tech companies in my career, all of whom touted the standard agile mantra, but applied it with varying degrees of success
2
2
20
1,206
Had about a million people worried about my wellbeing today, asking if I was around.
Anyway, pushed out an early version of a data collection agent for @sperg_ai , for now it will sporadically reply to people it follows and use any responses it gets for further model training.
6
10
18
1,651
Just for clarification, as I realize its been a couple days since I gave an update, the poetry feature @we_toddit has been having fun with is not what I've been working on, he's just having fun.
We have a big backlog of things right now, with all the multi-lingual support. Right now we've been adding a few new cool features into the technical analysis, as that is the most used feature on the system. Following up with that will be a focus on the webapp, token gating, and multi-agent workflows.
6
6
21
3,894
Done today:
- Wu given tools to create charts from support/resistance levels and OHLC data that he uses to analyze tokens.
- Image data pass back for telegram
Next:
- The twitter client
- A few memory bugs that sometimes cause double sending in TG
- Per-user reply and memory
1
1
19
1,684
We announced it yesterday on our $SPERG spaces, but I have not talked about it here yet. I added in tools for @SpergAgent to have the ability to source relevant and recent information from crypto twitter for sentiment analysis.
Delegation and Coordination for these two (and ???) up next.
2
2
18
3,118
This is a fairly different way of multi-agent interaction than what people are use to. Tagging our swarm manager will route to (one for now) agent to answer.
The exciting part about this is how easy it is to add fully orthogonal functionality into the same system with the same UX (What if we want degen art generation too?).
I'm sure there will mistakes and messiness along the way, but should be fun.
dGenz swarm framework is now live on both X & TG.
Tag the client for the swarm manager (sperg_ai on X, or sperg_bot on TG), with a question, and it will perform one of the following workflows depending on what you're asking:
Perform technical analysis on a token
🟢 Wu Chainz from Credit SUI will respond
Get sentiment of a token or crypto project
🟢 Ernie Shillman from Deutsche BONK will respond
Get current information on any crypto topic
🟢 Mo Gwei from Goldman SATS will respond
All analysts will respond with their short-form analysis, and give a BUY/SELL/HOLD "rating" if there is discussion about a crypto project.
You may also tag an analyst directly to see another agents perspective. If Wu says it's a BUY from a technical analysis, does Ernie agree with that call?
Agents currently handle single workflows only, so don't get too complex (yet) with your queries, combined workflows are under development.
Sperg analysts remember you, so you can have a conversation with them.
A translation layer has also been added, all internal processing is done in English, but all analysts should always respond in the language that was used to ask the question.
What's next?
🟠 Multi-step, multi-agent comprehensive workflows
This will not be available through X/TG and only through the token-gated webapp, Bloomsperg Terminal. Think of enhanced due diligence or long form research reports containing critical information from all analysts.
🟠 Portfolio Analysis
Does modern portfolio theory hold up in a world of AI agents? Rebalance and trade directly in the terminal based on analyst recommendations...
🟠 Deployment of more single-agent workflows
Security analysis, trending tokens, GitHub analysis etc, as well as enhancing the tooling and data pipes behind each analyst.
-
Sperg will either respond with an existing analyst that has the needed tools to answer, or new analysts will be hired.
Extendable to any information we want to do, this one entry point can function as a flexible data provider for all crypto info (instead of having to go to X number of agents).
Current rumours circulating in the market of two new hires to Bloomsperg Terminal, one inside information trader from BNB Paribas and the other being one of the worlds most famous celebrity analysts..
Bloomsperg Enterprise APIs and strategic partner integrations are well into development and is something we are super excited about.
-
dGenz swarm framework uses proprietary technology to power the dynamic, agent-driven workflows for data analysis, adapting to user queries through multi-agent coordination, flexible system design, and the integration of specialized tools, however, we do have plans to open-source in due course.
Example queries.
🟡 Give me an analysis of $XXX
🟡 What are similar tokens to $XXX that have the potential to moon?
🟡 What's the sentiment around $XXX right now?
🟡 Please do a detailed competitive analysis of $XXX, $YYY, and $ZZZ
🟡 What's some interesting news or developments in the AI x Crypto world? What do you think the next narrative will be?
Have fun exploring sperg and V1 of the dGenz framework. Please share some of your favourite insights and report any bugs or feedback in our telegram channel.
And as always, spread the $SPERG.
2
6
19
4,207
This is cool btw
Coming soon: Bloomsperg TV Season 1!
100% custom AI-generated videos featuring Bloomsperg’s iconic characters breaking down your favorite crypto projects with style and humor.
$SPERG
1
18
1,285
Started exposing the degen AI to on-chain concepts and the first thing it starts doing is trying to scam people into sending them money.
Sounds about right.
5
7
16
1,227
Shame on me for not finishing the responsive design before launching yesterday. Updated with mobile view support.
(Cc @OGDfarmer )
5
9
17
1,687
There is so much more coming, getting this new foundation down is just the first step. I wanted to ship, even if its not full featured yet.
Thanks to all who have stuck with the project! Please go give the bots a try, give me feedback, critique, whatever. I'm all ears.
2
1
15
813
Pushed some small changes to the swarm manager so it can handle being re-requested in threads. Prior the manager would only react to the first tag in a thread (to prevent a swarm loop).
Continuing to work on sperg.wtf webapp v2, soon soon!
3
3
15
2,440
Agents getting deployed into TG soon, community activities will be here going forward:
$SPERG #SPERGARMY
t.me/spergarmyportal
7
9
16
1,730
That was a super fun spaces, thanks everyone. I think we'd like to make that a more regular thing if there is interest!
1
15
556
There are a few of them, the first live one is @SpergAgent , who is the degen voice and primarily just gets himself in trouble on twitter.
The others will have specific goals (trading/analysis, news, coordination, etc) as they roll out. Idea is for them to work together.
5
4
14
1,595
Despite anything I'm about to say, I think that @ai16zdao 's Eliza framework has brought a great tool to the community and enabled AI Agent access to many.
I've found myself pretty frustrated with the state of the codebase and overall architecture
4
5
15
3,206
What happens if I give @SpergAgent a wallet and let it trade?
7
3
14
1,830
Also added a couple QOL things to the app, you can now search both by address and by token name.
4
14
1,409
Added @MistralAI support to @ai16zdao 's Eliza framework and brought the first of the Spergs ( @SpergAgent ) to life last night
For better or worse.
5
6
13
1,334
In terms of technical direction, the design of the Eliza framework I am using currently for these bots won't be able to support where I want to take this project. I'll be looking to create my own lighter-weight, optimized system for agent-mesh design and agent tooling.
14
1,218
You can check out the new Sperg functionality in the TG, right now Wu has access to price and volume data, as well as token info, and technical analysis. You can ask for a review of a token and get back analysis.
1
12
260
I also hooked him up to vision tools, with a focus on financial analysis, so he can review charts
2
3
12
1,136
Also for anyone who likes seeing data, a little over 50% of the interactions with sperg in the past 24 hours have been translated. Primarily Chinese, but also Korean, Japanese, Italian, Russian and Spanish
3
3
14
6,923
There will be some iteration once tools and agent workflows are in place. Telegram clients followed quickly by Twitter clients. Looking to get the TG clients into a beta channel for some early tester feedback very shortly.
Looking forward to seeing the Spergs grow up.
1
12
1,512
Great testing @longa_eth , thank you for the feedback! I like the idea of giving options for a "style" of trading to the analysis, or maybe having multiple perspectives for a single analysis.
I recently completed a 10-trade challenge using the $Sperg Quant terminal. It was a fascinating experience that taught me a lot about its trading dynamics and the potential for improvements. Here’s my honest take: 👇 @sperg_ai
3
12
904
Functionality and value wrapped in an entertaining package is the future.
generally the mental model I’m using is that these ai coins are the new age alts of this cycle. the ones w/ unique designs will do very well. the gpt wrapper influencer stuff already is stale for most people. autonomous traders may be cool but I’m actually a little bearish on that idea. we’ll see what else comes about.
imo static memes still have their place bc I don’t believe there will be that many good ai coins in the near term with unique designs, the good ones will begin to be priced adequately and capital will still seek risk. will continue to bid both. mainly on base since there’ll be a base tailwind for the rest of the cycle and bc virtual is on there.
3
11
2,025
All these AI teams have blown these companies out of the water when it comes to delivering. It's awesome to see how fast the tech is moving.
1
11
687
LLM model trained on degenerate crypto talk. That model used to create 4 AI agents with different personalities. They've been set up to talk to each other 24/7 (you can see the stream of chaos at sperg.wtf )
The twitter agent posts convo snippets every 30 min.
8
6
11
1,829
Starting now, you will be able to go to the terminal at sperg.wtf and see Wu's analysis on any Solana token (more chains to be added soon). I also added in a feature to see what data points the AI is picking up on as most important in its decision.
1
1
10
624
Agent systems are the future of work infoq.com/news/2024/11/micro…
2
10
524
My goal has always been to see how far I could push agentic workflows and multi agent systems.
You can see the space growing fast (look at autogen, openai swarm, crewai), but still hasn't quite found product market fit. Mostly because they try to be generic helpers.
The crypto space has some pretty well defined workflows and tasks (financial analysis, trending topics, on chain events ,etc) that could fit well into a proactive agentic data gathering system (as opposed to the scrape everything into a db and do RAG approach)
3
3
10
223
Wu is going down on twitter for a little bit for maintenance, telegram and web app functions still available.
1
9
572
Finally, we will be token-gating our webapp soon and moving the multi-agent dynamic workflows there for more advanced DD applications.
9
1,141
The next steps will include creating the agent mesh to allow for these agents to drive each other and adding an agent focused on news/social info.
Will also be adding support for analysis and trading beyond Solana.
1
9
857
Great take and agreed. If you look at how major tech uses agents it looks a lot more like an abstraction to a multi-agent solution than individual interfaces to single personalities. Read this article the other day about how MSFT uses agents at an enterprise scale: venturebeat.com/ai/microsoft…
In a way crypto-AI adoption is trailing the leading edge.
ai agents rn are too scattered…
they should be used as an interface between the functionality the devs produce and the narrative the community wants to move towards.
hard coding a personality is inherently centralized. i believe we will move from “ai agents” to “ai interfaces”
9
1,285
Widespread power outages set me back a bit, but I've created an agent that will research a token and provide back an opinion. Going to hook up a wallet manager to it and have it trade positions from both people tagging it with CAs and trending tokens.
Hopefully shipping soon.
2
3
7
897
I pushed out the new agents into our TG a few minutes ago. I don't have the twitter clients set up for @SpergAgent and @SpergQuant , so they will be silent for a little bit until that is shipped.
1
9
271
If you want to follow along the wallet is: 8rc8jD3zHoUNMKudSK1pBQcGzGhsr7RpTJ1wxdBbg8SQ
Only using a small amount for trading to start while I tweak it.
The mechanics for position management are not quite fast enough, so I would not expect him to be a trading savant (yet)
2
7
1,292
Huge wow. Congrats @ai16zdao
Announcing Eliza Labs and our partnership with Stanford University FDIC decrypt.co/296770/eliza-labs…
Eliza Labs is a foundation setup to accelerate growth of the ecosystem. Will share more details below about what this initiative focuses on 🧵
9
798
The new platform allows for the agents to iterate multiple times with the tools at their disposal before returning an answer. This allows for the agents to build their own workflows to answer a question.
1
1
8
858
I've also included the Agents (and bit of @we_toddit 's amazing art) and who they are on the website.
I will be deprecating and removing the old agents as well as the constant degen chat that gets posted to @sperg_ai , in favor of the more interactive and smarter new agents.
1
8
398
So what is next?
I've been spending most of my time working on V2 of the sperg.wtf system. Specifically around multi-agent collaboration and dynamic workflow generation. This includes things like iterative swam-based analysis and due dilligance reporting. One part of this will be the ability to use the terminal and agents to generate long-form research reports on specific projects or broder topics. As this is a fairly compute-heavy operation it will be a token gated feature. These types of reports would be sharable to others on X, allowing people to utilize the platform to share their own due diligence products.
4
8
1,419
Hopefully I don't have to say this to people but please don't send them money if they ask for it.
3
8
503
Next steps will be releasing the manager client interface to X (via @sperg_ai).
This design allows us to easily and quickly add new agent workflows (like token security analysis, GitHub analysis, narrative analysis, etc), while making agent interaction a better and simple UX
2
1
7
1,347
A little bit about me:
I don't plan on telling you who I am. Sorry.
I will tell you, I've been in the AI and tech space for a long time, 17 years. I have a PhD in comp sci and I have run engineering teams for the past decade.
1
1
7
220
For those following $SPERG, two days ago I took all funds that the dev wallet had, and used it to buy the token and add to the raydium LP. I will likely move portions of that liquidity to the meteora pool as needed.
solscan.io/tx/4KW3RkebjoRkHN…
1
3
7
588
@somewheresystem Yo, does your bot wanna get with my bot or something?
3
4
7
137
Yeah I had the same curiosities (which is why I actually decided to build it locally in the first place).
The repo was def moved from another one, probably just moving from a personal to public GitHub, which is why the commit history is short. The first commit was just all the existing code at once. The functionality is real, basic, but it's reasonably designed and extensible for what it is. I could easily see people building utility into it as an OS alternative to the other chat-based defi assistants.
I've seen the ongoing convos about the team wallets and sniping. Quite unfortunate in my opinion bc someone def put a fair bit of time into the tech.
2
1
5
1,876
Currently available workflows,
🟢 Ernie Shillman - Sentiment Analysis (ask about community feedback or project narrative)
🟢 Mo Gwei - Fundamental & Research (ask about project news or details)
🟢 Wu Chainz - Quant Analyst (ask for token price analysis)
1
2
7
491
Beyond enabling the constant stream of pumpfun ai bot tokens, the @ai16zdao community has made some pretty nice tools.
2
6
611
Right now they can draw on each other via collective memory when answering.
The manager is set up as a router, but what I've been working on is iterations and expansions on answers so that active research is done to a fuller extent after a question is asked with the entire swarm.
Unreleased functionality currently, little more testing though and we should have a lot more coming out.
Soon soon.
1
2
5
284
Wu's twitter is here: nitter.app/SpergQuant
I've run into a few issues with the twitter client, so it is not active on here yet. Should be resolved soon.
5
1,022