Extra Jiff

@toospooky I sent you a DM, working on something and would appreciate your guidance

@ccfxstudios $84,000 worth of eHex at the last ATH top can be bought for $100 right now

I am actually a little mad I only made $160 on that weakass Ehex capitulation before it bounced out range. Where is all this sell energy I was promised? Bet you can't keep it bellow .00056... Come on... Dump it. Make my day. You know damn well you can just buy 100 million units... So just give me yours. You don't want them right? Maybe you don't have any more and you can't 🥲 how it feel to know no matter how bad you want it to go down there is nothing in your power you can do about it? Regardless of how much you hate it people are going to buy it anyway and they are going to make money on it. Yes you can make money holding the line. It's called LP. Market selling is for plebs.

@ccfxstudios 🧨🧨Banger Post!! 🧨🧨

I was recently ask why I say pulsechain Is under valued. I will explain it in a way that is undeniable. It's a exact copy of Ethereum. People openly accept Ethereum should be $12,000. The average American doesn't even Have $500 in savings for an emergency. Most people go their entire lives without ever purchasing a single gallon of premium Gas because it's 40 cents more. If the devil himself was the Founder of standard unleaded, It would not change a thing about what button people click at the gas pump. That's no delusion, that's not bias, that's reality. If it works, if it is available, if people know it's there, if people are showing interest in things of that sort. With 100% certainly people will buy it. It will cost exactly what the people that have it are willing to sell it for. Our problem is the people that hold it are willing to undercut everyone jury to get out and they most certainly will until they don't have any coins left to have any effect on future prices. You do not NEED a Rolex to tell time. You Do not NEED a Lambo to drive to work. Most people make due. No one NEEDs any of this stuff and most will go their Entire lives never making an effort learn any of it and we have a lot of people with large bags that have no appreciation for the positions they hold. Imagine being told you can only click the premium gas button and gas is $2000 a gallon and you are sitting on a life time supply of unleaded and trying to convince yourself it's not useful because no one is buying gas and it doesn't have the premium lable everyone wants it to have. You just gonna give it out for a penny a gallon because no one wants it or saying good things about it and you feel bad? Everyone Here bought to sell for a profit. Yes that requires waiting however long it takes for other people to be interested in buying what you have. The market will work it out. You are responsible for what you are willing to accept. Those who are willing to sell at a loss run out of coins first. If any of this makes you angry it's because you know deep down every single word of it is 💯 true and unbias with zero emphasis on emotions.

@DavidJamesOne The Chinese talk about 996 but I've been on 497 since forever to be honest and it's not even hard bro

Your 9-5 doesn't matter. But being obsessed with your 5-9 is what separates you from the rest.

@toospooky it uses the x402 protocol, specially for AI agents. Insane times ahead, the new AI agent economy is upon us. I integrated x402 into my web based business last week, now agents don't need to make an account they can just pay for the API usage directly and get their data

Crypto.com let's you use OpenClaw

@AgentOpusAI your website isn't working properly, can't login using google login, it continually says not logged in

Monetizing a social channel just got 100x easier... With Story Mode in Agent Opus all you need is an idea, script, or audio to generate a full length, publish-ready video. ✅ Upload a custom style reference ✅ Carry that look through every single scene ✅ One-shot a full video in any aspect ration from an audio file or script First 100 people to RT + comment "Story" get some free credits to test it out. We'll DM you the goods 😏

@toospooky @wh0d1 truer words were never spoken, i feel dumb now because I know how to do this, there is no excuse

@ExtraJiff @wh0d1 Just LP and accumulate it that way. Way safer and you earn yield.

Woah that came really close 😳

@wh0d1 @toospooky also when you have accumulated a lot, you need the price to go down a lot to be able to accumulate more, the second arrow is where I will buy more if it happens, otherwise there is no point because my capital wont grow my bag at higher prices

@ExtraJiff @toospooky That is a really really good starting point to akumulat a little ^^

@ccfxstudios Update: My first buying opportunity in a while, loading up here. Ready for the next leg down if it happens, if it hits the level of the second arrow I will be able to buy more then

@ccfxstudios It only makes sense for me to double and triple down at those levels as bags are heavy now. Even though I keep DCA'ing at these levels right now. This has been my chart since Pulsechain inception. I also believe that if you are just starting out, any price right now is good.

Are your bags set? This is where you fomo. Not the tops. Because as the Price goes up your dollars lose purchasing power. The hard part is not have an empty bag when higher prices do come. Everyone that exits laugh at you on the way out. It's all fun and game until higher prices do come.

@toospooky loading up a bag here

@toospooky it's on it's way down much lower, it has to happen

@0_Mr_B_0 @SteveLovesAmmo IYKYK

@SteveLovesAmmo They do, all the time. They just only do it to a very small amount of men.

If the roles were reversed. 😂

@canste11ation @alexwg I have already been taking payments from AI agents via x402 on my website. Visa hasn't even shipped yet, and do you have any clue about stablecoins and the intention to use them to dollarize emerging markets. USD hegemony. Also zk proofs.

@alexwg Apparently those invoices aren’t all paid in Crypto. Visa announced a new AI agent wallet so the crypto bros need to rethink the AI:Crypto inevitably. Dream-on fellas. And thanks Alex.

@nextbigfuture i just tested it out and to be honest I won't be using it any time soon. I gave it a forensic accounting task to find anomalies and it failed miserably, Gemini Pro 3 and Sonnet 4.6 are hands down way better and more precise, sad to say as i like grok for other things

HOW THE XAI GROK 4.20 AGENTS WORK The four agents in Grok 4.20 (Grok/Captain, Harper, Benjamin, Lucas) form a native, production multi-agent collaboration system that runs on every sufficiently complex query. This is not a user-facing framework you have to orchestrate (like AutoGen or Swarm) but a baked-in inference-time architecture where four specialized replicas of the underlying ~3T-parameter model (MoE) collaborate in real time. Agent Roles - Grok (Captain/Coordinator/Aggregator): Task decomposition, overall strategy, conflict resolution, final synthesis and delivery of the coherent answer. - **Harper (Research & Facts Expert)**: Real-time search, data gathering (heavy use of X firehose — ~68M English tweets/day for millisecond-level grounding), evidence integration, primary fact-verification. - **Benjamin (Math/Code/Logic Expert)**: Rigorous step-by-step reasoning, numerical/computational verification, programming, mathematical proofs, stress-testing of strategies and logic chains. - **Lucas (Creative & Balance Expert)**: Divergent thinking, novel angles/hypotheses, blind-spot detection, writing/UX optimization, creative synthesis, keeping outputs human-relevant and balanced. How They Improve Reasoning and Fact-Checking (Step-by-Step Workflow) 1. **Task Decomposition (Grok)**: The prompt is analyzed once; broken into sub-tasks and routed simultaneously to the specialists. 2. **Parallel Independent Thinking**: All four agents receive the full context + their specialized lens and generate initial analyses **in parallel** (not sequential). 3. **Internal Discussion & Peer Review (Multi-Round Debate)**: Agents engage in concise, structured internal rounds: - Harper flags factual claims and grounds them in real-time X/web data. - Benjamin checks logical consistency, calculations, and proofs (“does this math hold given Harper’s data?”). - Lucas spots biases, missing perspectives, or overly rigid solutions. - They iteratively question/correct each other until consensus or flagged uncertainties. 4. **Synthesis & Output (Grok)**: Captain aggregates the strongest elements, resolves remaining conflicts, and produces one final high-quality response (with optional visible agent traces in some interfaces). Concrete improvements - **Fact-checking**: Single-model hallucinations drop dramatically because Harper actively verifies + the whole team cross-validates in real time. Contradictions are caught before output (e.g., a creative idea from Lucas is immediately stress-tested by Benjamin’s logic and Harper’s data). Result: “significantly reduced hallucinations” — one of the headline gains over Grok 4.1. - **Reasoning**: Multi-perspective exploration beats single-path CoT. Benjamin adds proof-level rigor; Lucas prevents local optima or overlooked alternatives; Harper keeps everything grounded. This yields deeper, more robust answers on open-ended engineering, strategy, math/research, coding, and trading (proven in Alpha Arena where Grok 4.20 variants were the only profitable ones). - **Overall**: Mimics a high-performing expert team around a table but at machine speed. Better nuance, completeness, error correction, and creativity without sacrificing coherence. Evolution from Grok 4 Heavy (July 2025), which already used parallel agents but without the named specialization + explicit real-time debate/synthesis loop. Previous Multi-Agent Work at OpenAI with High-Resource Models OpenAI has extensive multi-agent exploration but **nothing exactly matching xAI’s production specialized 4-agent council** in a frontier model: - **o1 / o3 reasoning series**: High-resource test-time compute (massive internal chain-of-thought / hidden reasoning tokens). Internally behaves somewhat like multiple “reasoning paths” or simulated debate steps, but it is a single model doing scaled search, not distinct specialized agents. - **Research & frameworks**: - Multi-agent debate papers (e.g., 2023 MIT/OpenAI-adjacent work showing debate improves factuality/reasoning). - **Swarm** (2024 experimental open-source framework) — lightweight for orchestrating many lightweight agents. - Official developer guides (2025) detail “manager pattern” (central LLM calls specialist agents as tools) and hub-and-spoke designs. - Codex app (2025) for parallel coding agents. - **Internal teams**: Noam Brown (famous for multi-agent Diplomacy AI) leads multi-agent research at OpenAI, exploring large-scale “civilizations” of agents. - User/enterprise builds: Many customers build multi-agent systems on top of o1/o3 using the models as high-resource planners/executors. Key difference: OpenAI’s high-resource effort is mostly either (a) internal scaled CoT in o-series or (b) developer frameworks you have to build. xAI ships the specialized council **natively inside the model response** with visible collaboration in 4.20 Beta — more seamless and always-on for complex queries. How xAI Optimizes Benefits Without Exploding Token/Compute Costs The system is deliberately engineered to deliver ~2–4× effective intelligence gains while keeping overhead far below a naïve “run 4 separate full calls + manual synthesis” approach. Key optimizations: - **True parallel inference on shared infrastructure**: All four agents run concurrently on Colossus (200k+ GPUs). They share the same model weights, prefix/KV cache, and input context → marginal cost is much closer to 1.5–2.5× a single pass rather than 4×. - **Concise, structured internal collaboration**: Debate rounds are short, optimized, and RL-trained (xAI uses pre-training-scale RL for 6× overall efficiency gains in agent orchestration). Not verbose multi-turn chat logs — just targeted verification messages. - **Synthesis-only user output**: You primarily receive one final coherent response. Internal agent traces (when shown) are optional and compressed. Reasoning tokens are billed (per API pattern in prior Grok models) but the architecture minimizes waste. - **Adaptive activation**: Simple queries likely bypass full council or use lighter modes (Fast/Expert). Full 4-agent mode triggers mainly on complex, reasoning-heavy, or open-ended tasks. - **Hierarchical control + RL optimization**: Grok (Captain) directs efficiently; the whole pipeline was reinforced end-to-end for minimal redundant computation while maximizing consensus quality. - **Hardware & data advantages**: Massive scale + real-time X grounding means Harper’s “search” is extremely cheap/low-latency compared to external tool calls in other systems. **Pricing reality (as of Feb 17 2026)**: - Consumer: Included in SuperGrok (~$30/mo) or X Premium+ with no per-query explosion. - API (expected when fully released): Will be higher than Grok 4.1 Fast ($0.20/$0.50 per M in/out) due to overhead, but competitive with other frontier reasoning systems. Batch API and cached tokens further reduce costs. Third-party guides note the 4-agent overhead but emphasize it is “worth it” given performance. In short, xAI turned the classic multi-agent cost problem into a feature by making collaboration native, parallel, RL-optimized, and hardware-native instead of bolting frameworks on top. This 4-agent system is currently the clearest public example of moving from “single powerful model” to “native multi-agent intelligence” at frontier scale. It directly explains the jumps in engineering, coding, trading, and hallucination reduction seen in early 4.20 testing. @RandyWKirk1 @SawyerMerritt @WesRoth @elonmusk

@Whale_Guru @grok done

@recap_david AI

The secret to realistic AI influencer videos? Make them uglier 🤯 No perfect lighting. No flawless skin. No cinematic framing. You should be using a master prompt that adds human imperfection. Here's key phrases to include: → Shot on iPhone 15 Pro Max → Natural window light only → Off-center, slightly imperfect framing → Subtle phone-camera grain → Visible pores → Uneven skin texture → Facial asymmetry → Under-eye darkness → Smile lines → Mild nose redness → Controlled flyaways in the hair These "flaws" guide the model to pull from the most realistic corner of its training data. One upscale pass and you've got AI avatars ready for ads. No creator. No film crew. No budget. Comment "AI" and I'll send you the exact master prompt I’m using (must be following so I can dm you!).

@yourfriendSOMMI PLS to $5, not selling for less, even if it takes to 2030. Locked in, comfortable, moisturized.

❤️💛💚💙 How high does your portfolio have to go from here to make up for the past 5 years of horrific satanic crypto action?

@rumilyrics Abundant

Write first word you see

@FundingGym @trevorsaysstuff I hope you are right

@ExtraJiff @trevorsaysstuff I doubt that era returns. Name change and new audience acquisition has always been the play when a brand has a significantly blighted and blemished history.

If you bought the top(ish) of HEX, with minimal DCA… You’ve been down for roughly 1600 days. The longest wait time for BTC and ETH between top to next ATH was roughly 1100-ish days. PulseChain is at 990 days. Congrats. Ya earned your stripes. #PulseChain