perfect – Earlybirds Invest https://earlybirdsinvest.com Latest Crypto News Sat, 30 Aug 2025 07:13:08 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.7 https://i0.wp.com/earlybirdsinvest.com/wp-content/uploads/2024/12/cropped-New-Project-2024-12-17T235703.455.png?fit=32%2C32&ssl=1 perfect – Earlybirds Invest https://earlybirdsinvest.com 32 32 240146708 Future Perfect mailbag: Is AI lying? And other reader questions, answered. https://earlybirdsinvest.com/future-perfect-mailbag-is-ai-lying-and-other-reader-questions-answered/ https://earlybirdsinvest.com/future-perfect-mailbag-is-ai-lying-and-other-reader-questions-answered/#respond Sat, 30 Aug 2025 07:13:08 +0000 https://earlybirdsinvest.com/future-perfect-mailbag-is-ai-lying-and-other-reader-questions-answered/

For the last few years, we’ve been asking Future Perfect newsletter readers what their biggest questions are. And while we usually answer privately, we figured we’d try something new: a reader mailbag!

This week, we’ve answered questions from three readers on classic FP issues: artificial intelligence, animal welfare coverage, and, of course, altruistic kidney donations. We’d like to do more of these, so if your question wasn’t featured — or privately answered — please stay in touch for a chance to be included in the future.

Sign up here to explore the big, complicated problems the world faces and the most efficient ways to solve them. Sent twice a week.

We’re also kicking off the process for our annual Future Perfect list of changemakers. We’re looking for experts, humanitarians, activists, movers, and shakers in global health, broadly speaking.

If there is someone you want to nominate, a topic you want explained, or a question you want us to answer in the future, fill out this form or email us at futureperfect@vox.com. — Izzie Ramirez, deputy editor

By which methods can one ascertain that whatever is produced by AI is exact and truthful?

For any question you’re considering asking an AI model, the first thing you need to do is think about its epistemic nature: Is the answer knowable in an objective way? Or is it subjective?

The best use case is a situation where it’s hard for you to come up with the answer, but once you get an answer from the AI, you can easily check to see if it’s correct. I find chatbots particularly helpful for semantic search — that is, cases where I say, “There’s some psychology theory or idea in philosophy that basically says XYZ, but I can’t remember what it’s called or who said it, help!” The chatbot will give its best guess, and then I can just fact-check that.

A person works at a computer with an illustrative image generated by artificial intelligence on the screen, showing code from various programming languages and a neural network diagram.

ILLUSTRATION – 17 May 2024, North Rhine-Westphalia, Cologne: A person works at a computer with an illustrative image generated by artificial intelligence on the screen, showing code from various programming languages and a neural network diagram. At the meeting of telecommunications ministers on May 21, the EU countries are expected to finally adopt the AI law in the EU. The European Parliament had already given the green light for the project beforehand. Photo: Oliver Berg/dpa (Photo by Oliver Berg/picture alliance via Getty Images)
Oliver Berg/picture alliance via Getty Images

Same with other empirical facts that are verifiable through observation or data — anything from “What’s the boiling temperature for water?” to “Is it true that humans share 98.8 percent of their DNA with chimpanzees?” While you can easily verify the first by yourself through observation, you’ll need to rely on experts’ data for the second. In that case, you need to feel confident that what’s produced by your fellow humans is exact and truthful. We’ve developed tools that increase our confidence, like the scientific method, so if you’re consulting scientific experts, you can at least have some degree of confidence that they’re reporting observable and repeatable facts.

Then there are domains that are inherently subjective. If you’ve got the type of question for which there is no One True Answer, you’ll want to be more hesitant about using AI. I think ethical dilemmas fall into this category; no matter how much OpenAI tries to create a “universal verifier,” AI will always be limited in its ability to advise you on how to handle an ethical dilemma, because there’s no One True Ethics. So, you might see what thoughts an AI model provokes in you, but don’t trust it as giving you the final answer, especially if what it’s saying seems off to you. In other words, you can use it as a thought partner, but don’t treat it like an oracle.

— Sigal Samuel, senior reporter

Ok, after more than five years as a vegan and 73 years on the planet, I want to know why the great majority of journalists consistently abandon everything they learned about objectivity when it comes to a multitude of issues with the monster industry known as “animal agriculture?” And I want to know how to combat that bias effectively.

It is a huge blind spot for most of them. My best guess is the conditioning is so strong. It starts as a toddler, is reinforced by the parental relationship, expands to extended family, friends, reinforced again by all types of advertising media, entertainment, etc. Then they go to journalism school and are taught by instructors who also have this blind spot.

So later a reporter will go to a “chicken farm” and empathize with them when they tell their story about losing thousands of birds to avian flu — their sense of loss is not about the birds; it’s about the money. The reporter presents the story without questioning the basics. Things like “where are all the male birds?” [and] “how is it possible for anyone to think that 35,000 birds could be forced to live together in a building without reasonable access to the outdoors?” and “why does it smell so bad?” and “why do you have permission to confine animals without their permission?”

I think the reason is pretty simple: Journalists are people with their own biases, just like everyone else. That’s evident in how little coverage factory farming receives in the first place — it involves the abuse of billions of animals and hundreds of thousands of workers, and is a leading cause of many of our environmental problems, yet only a handful of US journalists write about it full-time (including yours truly). Most news outlets and editors don’t take factory farming seriously, which is why I’m proud to work at Vox, where we do.

That’s the most fundamental problem. But secondarily, while there is plenty of fantastic coverage of factory farming, more often than not, I find I’m disappointed with a lot of it, too. I see a few recurring issues:

  • Animal welfare is overlooked or entirely ignored. For example, it’s not uncommon for news stories about barn fires that kill thousands of animals to conclude that “no one was hurt,” or for a story about hundreds of thousands of egg-laying hens killed to slow the spread of bird flu to gloss over the brutal nature of that killing.
  • Deference to meat producers and companies, or scientists employed by or affiliated with industry, including misleading comments that go unchallenged.
  • “Agriculture” is often cited as a major source of environmental pollution, when animal agriculture is disproportionately responsible.
  • Uncritical stories about proposed solutions to animal agriculture’s impact on the climate, like methane-reducing feed additives or manure biodigesters. Or uncritical coverage of companies that claim to treat their animals better than the competition (see our recent story on Fairlife milk).

I’ve written one story about how the media could cover these issues better, and I hope to keep covering that in the future.

Kenny Torrella, senior reporter

Stories like Dylan Matthews’s years ago led me to investigate donating a kidney to a stranger. I asked my doctor about it, and surprisingly, instead of encouraging me to save a life, he tried to talk me out of it.

He told me that it is illegal to donate a kidney to a stranger! I live in Hong Kong, and maybe the reason for prohibiting even the donation of a kidney to a stranger is the fear that people would secretly accept payment from the kidney recipient. But I don’t know why. Anyway, I thought about donating while on a vacation in the US, but it would require too much time, so I gave up.

Unfortunately, my second kidney will probably die with me in old age, and someone with kidney failure will needlessly die. Anyway, maybe another story idea would be about paying kidney providers in countries other than the US?

Most people aren’t as generous as you!

In the US, only a sliver of living donations go to strangers. Meanwhile, over 100,000 people sit on kidney waitlists. And, as you indicate, the need for kidneys is a global problem, too.

Many places only allow donations to relatives or known recipients (or require tough ethics reviews for unrelated donors), while a minority — like the US, UK, Canada, and Australia — offer a formal pathway for anonymous “good Samaritan” donors. In Hong Kong, where you’re based, you can donate to a family member easily, but unrelated donations need official approval, and there’s no standard program for that. (That’s probably why you were discouraged.)

This patchwork exists for a reason.

In the 1990s and 2000s, there was a serious trafficking and transplant tourism problem. In 2007, the WHO estimated that about 5–10 percent of kidney transplants involved trafficking, and countries like the Philippines and Pakistan became hubs for foreign patients buying organs from desperate locals.
Transplant experts met in Istanbul in 2008 and wrote what became the worldwide rulebook. The Istanbul Declaration pushed countries to crack down on coercive sales of organs. Every country had its own laws, but began incorporating the declaration’s recommendations. As a result, transplant tourism dropped sharply in Israel and the Philippines once new rules kicked in, and tighter oversight became the norm across Europe.

A sign on the back of a vehicle pleading for someone to donate a kidney to a sick man in Ontario, Canada.

A sign on the back of a vehicle pleading for someone to donate a kidney to a sick man in Ontario, Canada.
Creative Touch Imaging Ltd./NurPhoto via Getty Images

But, in its efforts to shut down trafficking, the declaration argued that compensating donors at all “leads inexorably to inequity and injustice.” There was little empirical data to back that claim, but because it came from a major international statement it hardened into gospel: organ donation must be “financially neutral.”

But neutrality isn’t actually neutral in practice. Living donors lose wages, take time off work, take medical risk, and sometimes even face higher insurance premiums after donating. We don’t call that exploitation — but it is a penalty for doing the right thing.

And it’s inconsistent with how we treat other socially valuable, risky, or unpleasant work. We pay people to do jury duty. We pay clinical trial participants. In many places, we even pay plasma donors.

There is one striking exception: Iran.

It’s the only country with a regulated system that pays kidney donors. Iran established this system in 1988, and today performs about 2,500-2,700 kidney transplants annually, and it claims to have essentially eliminated its waiting list. It’s a proof-of-concept that incentives can be structured.

The US debate is inching in that direction. Congress’s End Kidney Deaths Act would offer a federal tax credit to people who donate a kidney to a stranger. Donors would receive a $10,000 tax credit annually for five years, so not quite direct payment, but certainly a help. The act, which has not been voted on yet, acknowledges that donation involves real costs: time off work, medical risks, recovery time.
The path forward globally isn’t throwing out Istanbul’s anti-trafficking work, but to build on it with smart incentives and guardrails so people can donate altruistically if they want to. That means actually testing new approaches, but doing it carefully. Give donors independent advocates, make sure there’s time to think it over, and guarantee lifelong follow-up care.

In the meantime, you might not be able to easily donate your kidney to a stranger right now in Hong Kong, but the needle is moving in the right direction.

— Pratik Pawar, Future Perfect fellow

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Ethereum Retail Mood Still Bearish: Perfect Setup For ATH Break? https://earlybirdsinvest.com/ethereum-retail-mood-still-bearish-perfect-setup-for-ath-break/ https://earlybirdsinvest.com/ethereum-retail-mood-still-bearish-perfect-setup-for-ath-break/#respond Wed, 13 Aug 2025 19:17:00 +0000 https://earlybirdsinvest.com/ethereum-retail-mood-still-bearish-perfect-setup-for-ath-break/ Data shows Ethereum sentiment on social media doesn’t lean too bullish right now, something that could pave the way for a continuation in the asset’s rally.

Ethereum Positive/Negative Sentiment Still At Muted Levels

In a new post on X, analytics firm Santiment has talked about the sentiment around Ethereum that’s present among social media users. The indicator shared by Santiment is the “Positive/Negative Sentiment,” which tells us how the positive and negative comments related to ETH compare against each other on the major social media platforms.

The metric separates between the two types of comments by putting users’ posts/threads/messages through a machine-learning model. Once they have been divided, it counts up the number of each and takes the ratio between them.

Below is the chart shared by the analytics firm that shows the trend in the Ethereum Positive/Negative Sentiment over the last few months:

Ethereum Positive/Negative Sentiment

As displayed in the graph, the Ethereum Positive/Negative Sentiment interestingly witnessed a plunge as the asset’s breakout earlier in the month took place. This would suggest that social media users weren’t convinced by the rally. The continuation in the run since then has meant that the sentiment has improved a bit, but it still remains much lower than the high from last month. Thus, it seems retail is in disbelief, despite the fact that the cryptocurrency is nearing its all-time high (ATH).

If the past is anything to go by, this fact could actually be a positive signal for ETH. “Prices historically movein  the opposite direction of retail traders’ expectations,” says Santiment. The analytics firm has highlighted in the chart some instances of this trend in action. It would appear that FOMO spikes led to price drops for the asset, while excessive FUD resulted in price rises.

“With key stakeholders accumulating loose coins that small ETH traders are willing to part with right now, prices are showing very little sentiment resistance from breaking through and making history in the near future,” explains Santiment.

In some other news, the Ethereum Futures Open Interest has shot up alongside the price surge, as analytics firm Glassnode has pointed out in an X post.

Ethereum Open Interest

The Futures Open Interest measures, as its name suggests, the total amount of futures-related positions that are currently open on all centralized derivatives exchanges. From the chart, it’s visible that the metric has climbed beyond the $35.5 billion mark, which is a new record.

ETH Price

Following a rally of over 7% in the last 24 hours, Ethereum has reached the $4,730 mark, now sitting within touching distance of the ATH.

Ethereum Price Chart

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Is $1 Dogecoin ‚Inevitable‘? Analyst Cites Perfect Storm Of Factors https://earlybirdsinvest.com/is-1-dogecoin-inevitable-analyst-cites-perfect-storm-of-factors/ https://earlybirdsinvest.com/is-1-dogecoin-inevitable-analyst-cites-perfect-storm-of-factors/#respond Sat, 26 Jul 2025 02:21:29 +0000 https://earlybirdsinvest.com/is-1-dogecoin-inevitable-analyst-cites-perfect-storm-of-factors/

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Dogecoin could be approaching a structural breakout that carries it to the long-discussed $1 threshold, according to crypto analyst Stephan Burns, who in a July 24 livestream described a “perfect storm” of monetary design, market structure and what he characterizes as rare astrological alignments. Burns framed the move as an “inevitability,” while acknowledging timing uncertainty, arguing that the next parabolic advance could emerge within months.

Is $1 Dogecoin Inevitable?

Burns built his case first on tokenomics. Dogecoin’s fixed issuance of 10,000 DOGE per one-minute block—approximately 5.2 billion DOGE annually—translates today into an inflation rate of roughly 3.3% against a circulating supply he placed at 150 billion. With that supply base, he said, the network simultaneously sustains miner incentives, gradually replaces lost coins and avoids the periodic “supply shocks” embedded in Bitcoin’s quadrennial halving schedule.

“It’s beautiful because of this inflation rate,” he said, calling Dogecoin “better as a currency than Bitcoin” precisely because of its predictability. By contrast, he argued, Bitcoin’s declining issuance—on track to fall below half a percent after the 2028 halving—forces a future reliance on transaction fees. “Eventually Bitcoin will be completely mined… the network has to be maintained by transaction fees. That’s probably not enough to incentivize miners at the end of the day,” Burns claims.

Related Reading

He also asserted that Dogecoin’s governance surface is harder to co-opt than Bitcoin’s as large institutional and governmental actors accumulate BTC exposure. In his view, Dogecoin remains “the people’s currency,” with economic dilution limited by social and technical difficulty of altering code. The flat nominal issuance, he added, produces a declining percentage inflation rate over time without rendering the asset strictly deflationary or, in his words, vulnerable to miner attrition.

Beyond economics, Burns devoted extensive time to what he calls “crypto astrology,” arguing that Dogecoin’s natal chart—anchored to its genesis block—now sits under exceptionally favorable transits. He highlighted Pluto’s conjunction with Dogecoin’s natal Moon, describing it as “a once in a roughly 250-year transit,” and an impending Jupiter return with the planet “exalted” near the project’s midheaven point.

These, he claimed, historically correspond to phases of visibility, capital inflow and wealth symbolism. “Dogecoin is being activated… more than any other cryptocurrency this year,” he said, labeling the configuration a catalyst for renewed global attention.

Burns linked those internal transits to a broader macro cycle, citing the approaching Saturn–Neptune conjunction at the first degrees of Aries in early 2026, which he associated—through earlier historical recurrences—with milestones such as the emergence of coinage and trade networks.

Related Reading

In his view, that backdrop reinforces the plausibility of another speculative wave. A logarithmic review of Dogecoin’s price history, he said, shows three prior “parabolic” expansions separated by lengthening consolidation phases; the current basing structure, including what he described as an ascending W-pattern supported by long-term moving averages, could precede a fourth. “Just based off of that it looks like we may be due for another one of these parabolic moves up in the next few months,” he said, while conceding that “just because I think it doesn’t mean it’s going to happen.”

He further projected that a Dogecoin exchange-traded fund “will get approved” and place the asset “in the spotlight,” though he did not provide documentation beyond his expectation. Burns also contrasted Dogecoin’s relative resilience on its Bitcoin ratio with altcoins that have reverted to prior ranges, arguing that structural holding above pre-2020 levels supports his thesis.

Summarizing his outlook, Burns reiterated what he called the “inevitability of Dogecoin going to $1,” framing that level as the maximal target in his public analysis for the forthcoming cycle. The timing, he implied, hinges on the interplay between tokenomics-driven accumulation and the unfolding of the transits he tracks. “I do think it’s going to moon,” he concluded.

At press time, DOGE traded at $0.23.

Dogecoin price
DOGE holds above the 20-day EMA, 1-day chart | Source: DOGEUSDT on TradingView.com

Featured image created with DALL.E, chart from TradingView.com

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Validated, staking on eth2: #6 – Perfect is the enemy of the good https://earlybirdsinvest.com/validated-staking-on-eth2-6-perfect-is-the-enemy-of-the-good/ https://earlybirdsinvest.com/validated-staking-on-eth2-6-perfect-is-the-enemy-of-the-good/#respond Tue, 08 Jul 2025 07:22:02 +0000 https://earlybirdsinvest.com/validated-staking-on-eth2-6-perfect-is-the-enemy-of-the-good/
T'was the day before genesis, when all was prepared,
geth was in sync, my beacon node paired.
Firewalls configured, VLANs galore,
hours of preparation meant nothing ignored.

Then all at once everything went awry,
the SSD in my system decided to die.
My configs were gone, chain data was history,
nothing to do but trust in next day delivery.

I found myself designing backups and redundancies.
Complicated systems consumed my fantasies.
Thinking further I came to realise:
worrying about these kinds of failures was quite unwise.

Events

The beacon chain has several mechanisms to incentivise validator behaviour, all of which are dependant on the current status of the network, so it is vital to consider these failure cases in the greater context of how other validators might fail when deciding what are, and what aren’t, worthwhile ways of securing your node(s).

As an active validator, your balance either increases or decreases, it never goes sideways*. Therefore a pretty reasonable way of maximising your profits, is to minimise your downsides. There are 3 ways your balance can be reduced by the beacon chain:

  • Penalties are issued when your validator misses one of their duties (e.g. because they are offline)
  • Inactivity Leaks are handed out to validators that miss their duties while the network is failing to finalise (i.e. when your validator being offline is highly correlated with other validators being offline)
  • Slashings are given to validators who produce blocks or attestations that are contradictory and therefore could be used in an attack

* On average, a validator’s balance may stay the same, but for any given duty, they are either rewarded or punished.

Correlation

The effect of a single validator being offline or performing slashable behaviour is small in terms of the overall health of the beacon chain. It is therefore not punished heavily. In contrast, if many validators are offline, the balance of offline validators can decrease much more rapidly.

Similarly, if many validators perform slashable actions at the same time, from the beacon chain’s perspective, this is indistinguishable from an attack. It is therefore treated as such, and 100% of the offending validators’ stake is burned.

Because of these “anti-correlation” incentives, validators should worry more about failures that might affect others at the same time rather than isolated, individual issues.

Causes and their probability.

So let’s think through some failure cases and examine them through the lens of how many others would be affected at the same time, and how badly your validators would be punished.

I disagree with @econoar here that these are worst case issues. These are more moderate level issues. Home UPS and Dual WAN address failures aren’t correlated with other users and so should be far down your list of concerns.

🌍 Internet/power failure

If you are validating from home, then it’s highly likely you’ll encounter one of these failures at some point in the future. Residential internet and power connections do not have guaranteed uptime. However, when the internet does go down, or your power is out, the outage is usually limited to your area and even then only for a few hours.

Unless you have very spotty internet/power, it might not be worthwhile paying for fall-over connections. You’ll receive a few hours of penalties, but as the rest of the network is running normally, your penalties will be roughly equal to what your rewards would have been over the same period. In other words, a k hour-long failure sets your validator’s balance back to roughly where it was k hours before the failure, and in k additional hours your validator’s balance will be back to its pre-failure amount.

[Validator #12661 regaining ETH as quickly as it was lost – Beaconcha.in

🛠 Hardware failure

Like internet failure, hardware failure strikes randomly, and when it does, your node might be down for a few days. It is valuable to consider the expected rewards over the lifetime of the validator versus the cost of redundant hardware. Is the expected value of the failure (the offline penalties times the chance of it happening) greater than the cost of the redundant hardware?

Personally, the chance of failure is low enough and the cost of fully redundant hardware high enough, that it almost certainly isn’t worth it. But then again, I am not a whale 🐳 ; as with any failure scenario, you need to evaluate how this applies to your particular situation.

☁ Cloud services failure

Maybe, to avoid the risks of hardware or internet failure altogether, you decide to go with a cloud provider. With a cloud provider, you have introduced the risk of correlated failures. The question that matters is, how many other validators are using the same cloud provider as you?

A week before genesis, Amazon AWS had a prolonged outage which affected a large portion of the web. If something similar were to happen now, enough validators would go offline at the same time that the inactivity penalties would kick in.

Even worse, if a cloud provider were to duplicate the VM running your node and accidentally leave the old and the new node running at the same time, you could be slashed (the penalties incurred would be especially bad if this accidental duplication affected many other nodes too).

If you are insistent on relying on a cloud provider, consider switching to a smaller provider. It may end up saving you a lot of ETH.

🥩 Staking Services

There are several staking services on mainnet today with varying degrees of decentralisation, but they all contain an increased risk of correlated failures if you trust them with your ETH. These services are necessary components of the eth2 ecosystem, especially for those with less than 32 ETH or without the technical know-how to stake, but they are architected by humans and therefore imperfect.

If staking pools eventually grow to be as large as eth1 mining pools, then it is conceivable that a bug could cause mass slashings or inactivity penalties for their members.

🔗 Infura Failure

Last month Infura went down for 6 hours causing outages across the Ethereum ecosystem; it is easy to see how this is likely to result in correlated failures for eth2 validators.

In addition, 3rd party eth1 API providers necessarily rate-limit calls to their service: In the past this has caused validators to be unable to produce valid blocks (on the Medalla testnet).

The best solution is to run your own eth1 node: you won’t encounter rate-limiting, it will reduce the likelihood of your failures being correlated, and it will improve the decentralisation of the network as a whole.

Eth2 clients have also started adding the possibility of specifying multiple eth1 nodes. This makes it easy to switch to a backup endpoint, in the event your primary endpoint fails (Lighthouse: –eth1-endpoints, Prysm: PR#8062, Nimbus & Teku will likely add support somewhere in the future).

I highly recommend adding backup API options as cheap/free insurance (EthereumNodes.com shows the free and paid API endpoints and their current status). This is useful whether you are running your own eth1 node or not.

🦏 Failure of a particular eth2 client

Despite all the code review, audits, and rockstar work, all of the eth2 clients have bugs hiding somewhere. Most of them are minor and will be caught before they present a major problem in production, but there is always the chance that the client you choose will go offline or cause you to be slashed. If this were to happen, you would not want to be running a client with > 1/3 of the nodes on the network.

You must strike a tradeoff between what you deem to be the best client vs how popular that client is. Consider reading through the documentation of another client so that if something happens to your node, you know what to expect in terms of installing and configuring a different client.

If you have lots of ETH at stake, it is probably worth running multiple clients each with some of your ETH to avoid putting all your eggs in one basket. Otherwise, Vouch is an interesting offering for multi-node staking infrastructure, and Secret Shared Validators are seeing rapid development.

🦢 Black swans

There are of course many unlikely, unpredictable, yet dangerous scenarios that will always present a risk. Scenarios that lie outside the obvious decisions about your staking set-up. Examples such as Spectre and Meltdown at the hardware level, or kernel bugs such as BleedingTooth hint at some of the hazards that exist across the entire hardware stack. By definition, it is not possible to entirely predict and avoid these problems, instead you generally must react after the fact.

What to worry about

Ultimately this comes down to calculating the expected value E(X) of a given failure: how likely an event is to happen, and what the penalties would be if it did. It is vital to consider these failures in the context of the rest of the eth2 network since the correlation greatly affects the penalties at hand. Comparing the expected cost of a failure to the cost of mitigating it will give you the rational answer as to whether it is worth getting in front of.

No one knows all the ways a node can fail, nor how likely each failure is, but by making individual estimates of the chances of each failure type and mitigating the biggest risks, the “wisdom of the crowd” will prevail and on average the network as a whole will make a good estimate. Furthermore, because of the different risks each validator faces, and the differing estimates of those risks, the failures you did not account for will be caught by others and therefore the degree of correlation will be reduced. Yay decentralisation!

📕 DON’T PANIC

Finally, if something does happen to your node, don’t panic! Even during inactivity leaks, penalties are small on short time scales. Take a few moments to think through what happened and why. Then make a plan of action to fix the problem. Then take a deep breath before you proceed. An extra 5 minutes of penalties is preferable to being slashed because you did something ill-advised in a rush.

Most of all: 🚨 Do not run 2 nodes with the same validator keys! 🚨

Thanks Danny Ryan, Joseph Schweitzer, and Sacha Yves Saint-Leger for review

[Slashings because validators ran >1 node – Beaconcha.in]

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This 100W USB-C cable is perfect for your Android phone, and it’s just $9 https://earlybirdsinvest.com/this-100w-usb-c-cable-is-perfect-for-your-android-phone-and-its-just-9/ https://earlybirdsinvest.com/this-100w-usb-c-cable-is-perfect-for-your-android-phone-and-its-just-9/#respond Mon, 07 Jul 2025 15:36:02 +0000 https://earlybirdsinvest.com/this-100w-usb-c-cable-is-perfect-for-your-android-phone-and-its-just-9/

I have way too many USB-C cables. In recent years, I started using two cables over most: a retractable cable that sits on my desk, and one with an integrated power meter that I have on my charging station when I need to monitor real-time power draw. When UGREEN said that it was also making a USB-C cable with a built-in display, I was excited.

The Uno 100W USB-C to USB-C cable ticks all the right boxes; it has a nylon-braided design that makes it durable, aluminum shells on either end, and an E-marker chip — a must-have in all cables that go up to 100W. The best part? It costs just $9.

✅Recommended if: You want a high-quality cable to charge your Android device and any other accessories at up to 100W.

❌Skip this deal if: You need a built-in power meter that shows real-time charging info.

Where the Uno stands out is that it has a display, and while I thought it would show real-time charging stats like most other cables of this kind, that isn’t the case. The display defaults to an emoji, and it’s similar to what you get with the rest of the Uno line, with UGREEN doing a great job building out a playful theme. While you don’t get useful details like how fast a connected device is charging, the included animations are adorable, and if anything, they add to the Uno’s distinctiveness.

Now, UGREEN could have easily slotted in a power meter into the cable, and it would have been similar to dozens of other options you can get today. But it didn’t do that, and I like the frivolity of bundling an LED panel just to showcase emoji. The cable itself is pretty great, and it doesn’t cost much more than an equivalent rival — the 1.6ft option is $9, there’s a 6.6ft cable that’s $13, and the 10ft model is $16.

The Uno cable holds up just as well with data, going up to 480Mbps. I didn’t have any issues using it with the Pixel 9 Pro XL, Vivo X200 Pro, OnePlus 13, and the Honor Magic 7 Pro, but I will admit that I routinely got distracted by the emoji — it is quite adorable.

For everything to do with Amazon Prime Day, head to our ultimate buying guide.

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Perfect Storm Of Fundamentals And Technicals Puts XRP Price At $10 – Details https://earlybirdsinvest.com/perfect-storm-of-fundamentals-and-technicals-puts-xrp-price-at-10-details/ https://earlybirdsinvest.com/perfect-storm-of-fundamentals-and-technicals-puts-xrp-price-at-10-details/#respond Tue, 10 Jun 2025 10:57:34 +0000 https://earlybirdsinvest.com/perfect-storm-of-fundamentals-and-technicals-puts-xrp-price-at-10-details/

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The XRP price and its trajectory have been one of the most debated in the crypto community after a rapid surge that saw its price rise 600% back in 2024. Since then, the altcoin has slowed down and has been skirting support around the $2 level, with bears unable to break this level so far. With support holding so strong, expectations are that a renewed and sustained bullish momentum will begin, and this time, analysts are putting the XRP price in the double-digits.

XRP Price Forms Classic Bullish Flag Pattern

Crypto analyst Persian Blockchain has made bold predictions for the XRP price as the altcoin has seen the formation os a classic bullish flag pattern. This pattern emerged with the rise and subsequent fall in the XRP price and has continued to show signs of more bullishness to come.

One important factor that the crypto analyst points out is the fact that classic bullish flag patterns are a continuation structure. This means they often signal the start of an upward movement, most likely to push toward the previous peaks seen with the last rally.

As expected, there are still some resistances on the chart that the XRP price will have to clear. In this case, the crypto analyst highlights a level like the $2.7 resistance, which is the level to beat. As they explain, if the XRP price is able to successfully break above the resistance and then enter the buy zone, then a breakout could be expected.

The crypto analyst said: “A retest of the breakout area followed by bullish confirmation could signal the beginning of a larger move toward the $10 psychological level.” This would mean an over 400% move from the altcoin to push it toward brand new all-time highs.

XRP Price
Source: TradingView

Ripple Vs. SEC Lawsuit Plays A Role

So far, the long-running Ripple vs. SEC lawsuit has played a huge role in suppressing the XRP price over the years, and even now, continues to loom over the digital asset. There is yet to be a final conclusion to the legal battle, although the court’s rulings have been leaning toward a favorable outcome for Ripple.

The crypto analyst points to the SEC’s 60-day deadline coming to an end on June 16, and if the courts rule in favour of Ripple, then this could spark a fresh rally. Moreover, there has also been a rise in global liquidity, and as the stock market and Bitcoin are expected to rise, the XRP price will rise in tandem as one of the largest cryptocurrencies in the market.

A positive outcome and final conclusion to the SEC battle would renew confidence in XRP and possibly drive new investments. “The alignment of a legal breakthrough, improving macro liquidity, and a bullish chart structure makes this a scenario worth watching closely,” the analyst concluded.

XRP price chart from TradingView.com
Price retraces from lows | Source: XRPUSD on TradingView.com

Featured image from Dall.E, chart from TradingView.com

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Arthur Hayes Says Setup Is Perfect for 2022-Style Rally in Risk Assets Amid Fear and Uncertainty https://earlybirdsinvest.com/arthur-hayes-says-setup-is-perfect-for-2022-style-rally-in-risk-assets-amid-fear-and-uncertainty/ https://earlybirdsinvest.com/arthur-hayes-says-setup-is-perfect-for-2022-style-rally-in-risk-assets-amid-fear-and-uncertainty/#respond Wed, 07 May 2025 00:50:21 +0000 https://earlybirdsinvest.com/arthur-hayes-says-setup-is-perfect-for-2022-style-rally-in-risk-assets-amid-fear-and-uncertainty/

BitMEX founder Arthur Hayes says that the crypto market may be gearing up for a 2022-style breakout amid fear, uncertainty and doubt (FUD).

In a new interview with the host of the Crypto Banter YouTube channel Ran Neuner, Hayes says central banks will likely boost money printing to address worsening macroeconomic conditions that could push Bitcoin (BTC) and other crypto assets to much higher valuations.

“I think that the setup is just perfect for a rally in risk assets, just like we saw from the third quarter of 2022 until early 2025. There’s a similar setup today. We have a lot of fear, uncertainty, doubt in the markets, and the monetary authorities, especially in America, cannot handle that, so they’re going to resort to money printing…

This is all about the Treasury. [Former US Treasury Secretary] Janet Yellen printed $2.5 trillion from 2022 to 2025. Bitcoin went up 6x. [US Treasury Secretary Scott] Bessent has to do something similar. And so that’s why April 9th was the bottom, and we’re going to go much higher from here.”

Hayes also predicts that the Bitcoin dominance (BTC.D) metric may soon enter a downward phase after tagging the 70% level, setting alts up to outperform the flagship crypto asset.

BTC.D calculates how much of the crypto market cap belongs to BTC. Bitcoin dominance currently stands at 64.81%.

“I think Bitcoin dominance goes to 70%-ish. Bitcoin goes to the $150,000 level, something around there. And then we start to get the rotation into altcoins.”

Bitcoin is trading for $94,030 at time of writing, down 1.8% in the last 24 hours.

 

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Why sports fans are AI’s perfect users https://earlybirdsinvest.com/why-sports-fans-are-ais-perfect-users/ https://earlybirdsinvest.com/why-sports-fans-are-ais-perfect-users/#respond Mon, 21 Apr 2025 07:52:00 +0000 https://earlybirdsinvest.com/why-sports-fans-are-ais-perfect-users/

The following is a guest post and opinion from Mitch Liu, CEO at Theta Lab.

The debate around artificial intelligence often focuses on “knowledge workers” and creative professionals, but there’s a compelling case that sports fans may be the ideal early adopters of AI technology. While industries like real estate, e-commerce, and education lead current chatbot adoption, professional sports present a unique opportunity for AI to enhance rather than simply automate the user experience.

Sports naturally generate the kind of structured information that current AI systems handle best: statistics, schedules, historical data, and clear performance metrics. Unlike more nebulous domains, sports provide concrete data points and clear outcomes that AI can analyze effectively. The predictable cadence of games and seasons also creates natural cycles for gathering data and testing new features.

But the real advantage lies in how sports fans already consume information. They’re used to engaging with multiple data streams simultaneously—watching games while checking stats, following social media commentary, placing hopeful sports bets, and engaging in real-time discussions. This behavior aligns perfectly with AI’s ability to process and synthesize information from various sources.

Following the Numbers and Creating Experiences

Recent academic research supports this potential. An October 2024 review published in AI and Tech in Behavioral and Social Sciences found that AI is already transforming sports through enhanced analytics, predictive modeling, and personalized fan experiences. The key is that these use cases don’t replace the core emotional experience of being a fan—they augment it.

Consider how the NFL has integrated AI into its operations. The league’s Digital Athlete program, launched in 2024, uses machine learning to analyze player data and predict injury risks. While primarily focused on player safety, this same tech could help fans understand the game at a deeper level and provide insights into player performance and team dynamics that weren’t previously accessible. FIFA Manager might never be the same again!

More direct applications are emerging in fan engagement. The NHL teams, the Vegas Golden Knights and New Jersey Devils, for instance, recently partnered with our team at Theta Labs to develop an AI-powered chatbot that assists fans with inquiries about upcoming games, tickets, broadcasts, statistics, merchandise, and other curated team news and information. These interactive tools, named Sir Lancelbot and Bott Stevens, are available 24/7 on the teams’ official websites, enhancing the fan experience by providing timely and accurate responses through a customized and branded AI agent.

With a strong foothold being carved out in traditional sports, this technology is proving to click with fandoms and communities looking for ways to digitally interact with their favorite teams. It is going exceptionally well with traditional sports, but esports—with top games like Valorant, League of Legends, Rocket League, and CS—offers an even more incredible opportunity, potentially with a higher ceiling. With digitally native games, leagues, teams, and fandoms, it is an incredibly tailored use case for agentic AI.

This type of real-time proactive technology is capable of adding an interactive and life-like experience seamlessly into a digitally native environment, and some teams are already creating these experiences. Remember seeing your local club’s mascot on the sidelines at games? With agentic AI agents, those mascots can be created to have the same team spirit and aesthetics with the added benefit of infinite team and league knowledge and 24/7 interactivity. Missed a play? Just ask your team’s agent and get a recap in real time.

The Personalization Opportunity

This points to a broader opportunity: using AI to create more personalized and interactive fan experiences. Traditional sports media follows a one-size-fits-all model, but AI enables customization at scale and hyper-personalization. A casual fan might receive basic strategy explanations, while a dedicated follower gets advanced tactical analysis—all generated in real time from the same underlying game data.

This tech is particularly suited to addressing common fan pain points. Want to understand why your team’s defense collapsed in the fourth quarter? AI can analyze tactical patterns and explain the breakdown. Wondering about the historical context of a player’s performance? AI can instantly surface relevant comparisons and trends. These capabilities don’t diminish the emotional core of fandom—they enhance it by adding layers of understanding and engagement.

AI With Purpose

However, sports organizations need to approach this thoughtfully. The goal isn’t to replace traditional fan experiences but to augment them. The best implementations will feel natural and intuitive, adding value without forcing technology into places where it doesn’t belong. The human elements of sports—the community, the drama, the unexpected moments—must remain central.

The infrastructure for this transformation is already emerging. Decentralized blockchain platforms like Theta EdgeCloud are making high-performance AI computing more accessible, while advances in natural language processing are enabling more natural fan interactions. The key is applying these capabilities in ways that genuinely enhance the fan experience rather than simply chasing technological novelty.

Sports fans may not fit the typical early adopter profile, but as a group, they are shaping up to be the next frontier for driving AI adoption: regular engagement with structured data, comfort with multiple information streams, a desire for deeper understanding of their passion, and a willingness to spend a lot of time on it. As AI continues to evolve, the sports industry has an opportunity to lead rather than follow—creating experiences that demonstrate how technology can enhance rather than replace human connection.

The real question isn’t whether AI will transform the sports fan experience, but whether sports and esports organizations will seize the opportunity to shape that transformation thoughtfully and purposefully. Those that do may find themselves not just improving fan engagement, but helping to define how AI technology can enhance human experiences more broadly.

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