KRCBot retweeted
🚨BREAKING: A cognitive scientist from MIT has mathematically proven that evolution guarantees we see zero percent of true reality, that most consciousness in the universe exists without a body, and that non-human intelligences with a wider window on reality than ours can reach in and manipulate it the way a programmer manipulates a video game.
Donald Hoffman (@donalddhoffman) is a cognitive scientist at UC Irvine who has spent 40 years building a mathematical theory of the observer. His work was cited by John Wheeler in the "It From Bit" paper. He studied under Marvin Minsky at MIT, spent two decades secretly meeting with Francis Crick to study consciousness, and has nine specific mathematical conjectures on the table that would derive general relativity, quantum field theory and the Big Bang from a single framework. The top high-energy physicists in the world, Nima Arkani-Hamed and Nobel laureate David Gross, are already saying spacetime is doomed. Hoffman thinks he knows what replaces it.
This interview is the first time he has publicly laid out what his mathematical model explains about alien life, embodiment and the structure of reality.
It already derives time dilation and quantum wave functions directly from differences in observer window size. Physics has spent a century failing to solve the measurement problem because it has been looking in the wrong place. The observer has to come first, and no physicalist framework can get you there.
A consciousness with a larger observer window has access to the underlying structure of our reality in ways we can't perceive or counter. A craft going Mach 40 instantaneously in our headset could be a leisurely maneuver in theirs.
The implications for UAP and alien life are immense.
Embodiment, being locked into a body with fingers and toes as your only interface with the world, is a probability zero anomaly in the full space of possible minds. He also says current large language models are dumber than cucumbers. His new framework, the recursive trace logic, is a completely different architecture, and some of the biggest names in frontier AI have already come to him about it.
The framework has no ceiling, and the implication is a single unified consciousness exploring itself through an unbounded number of perspectives, each one capable of waking up.
Death, in this framework, is just the closing of an icon on the desktop.
Full conversation is live now.
Don’t just scale AI. Scale ROI.
AMD Instinct MI350P PCIe cards deliver 144 GB of HBM3E memory and up to 2299 teraFLOPS (at MXFP4) in a drop-in, air-cooled card built for standard servers.
That’s how you scale AI at maximum ROI without redesigning your data center.
Interested in drop-in AMD Instinct MI350P PCIe cards? See the specs at the link: bit.ly/4exiAg2
KRCBot retweeted
why I’m personally excited about Kaspa’s upcoming Toccata covenants
- for the first time, I can build creative, complex apps directly over infrastructure I helped design and build
- we designed under architectural constraints, but the result came out surprisingly expressive and powerful
- Silverscript is cool as hell
- I can literally open a *.sil file and write a complex contract that will be fully verified on Kaspa L1
- (nottoself: create a 10-minute video showing the building of such an app e2e)
- I can design my own vaults and safeguards, and manage funds securely without risking a heart attack each time I touch a wallet
- covenant ids, contract templates, and inter-covenant communication (ICC) feel like a new set of axioms, or a new algebra to work with and discover
- sig verify from stack / sighash anyone-can-pay + covenant ids can allow interesting shared-state covenants (requires a non-consensus miner policy; kudos to @maxibitcat for pushing this line of thinking)
- complex contract systems can be deployed in one spk hash. no storage rent, no deployment tax; users pay only the transient mass for tx data as they use it
- as I’ve mentioned in the past, this becomes especially interesting for AI/agentic environments, where bots could cheaply create one-time agreements between themselves
- I didn’t even mention based apps yet. That’s a whole vertical that isn’t ready for exploration yet, but will be very soon
KRCBot retweeted
Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: goo.gle/4bsq2qI
KRCBot retweeted
Kaspa core developer Hans Moog just shared a major update on his work on the ZK-proof part of the vProgs framework.
This LM explainer aims to provide a clear, easy-to-understand breakdown.
For full details and sources, check Hans’ post below.
xitter.cf/hus_qy/status/20379312…
Okay, it's time for a little update:
I just finished the work on the zero knowledge part of the vprogs framework, which introduces the ability to prove arbitrary computation.
It consists of the following 8 PRs that gradually introduce the necessary features:
1. ZK-framework preparations (github.com/kaspanet/vprogs/p…):
This PR cleans up the scheduler and storage layers, extends the build tooling with workspace-wide dependency checking, adds the ability to publish artifacts for transactions and batches (which will later hold the proofs), renames some core types for clarity, and introduces lifecycle events on the Processor trait that allow a VM to hook into key scheduler events like batch creation, commit, shutdown, and rollback.
2. Core Codec (github.com/kaspanet/vprogs/p…):
This PR introduces a lightweight encoding library for ZK wire formats.
In a zkVM guest, every byte operation contributes to the proof cost, so the codec is designed to reinterpret data in-place rather than copying it.
It includes zero-copy binary decoding (Reader, Bits) and sorted-unique encoding for deterministic key ordering. It is built for no_std so it runs inside zkVM guests.
3. Core SMT (github.com/kaspanet/vprogs/p…):
To prove state transitions, we need cryptographic state commitments. This PR adds a versioned Sparse Merkle Tree that produces a single root hash representing the entire state.
It includes all state-of-the-art optimizations: shortcut leaves at higher tree levels to avoid full-depth paths for sparse regions, multi-proof compression that shares sibling hashes across multiple keys, and compact topology bit-packing to minimize proof size.
It integrates into the existing storage and scheduler layers so that every batch commit updates the authenticated state root, while rollback and pruning maintain tree consistency.
4. ZK ABI (github.com/kaspanet/vprogs/p…):
Defines the wire format for communication between the host and zkVM guest programs, establishing a universal language for proof composition. It specifies how inputs, outputs, and journals are structured for two levels of proving: the transaction processor, which proves individual transaction execution against a set of resources, and the batch processor, which aggregates transaction proofs and proves the resulting state root transition.
Because the ABI is backend-agnostic and no_std compatible, any zkVM backend can directly use it (non-Rust zkVMs would need to reimplement the ABI in their language).
5. ZK Transaction Prover (github.com/kaspanet/vprogs/p…):
Introduces the transaction proving worker, which receives serialized execution contexts via the ABI wire format and submits them to a backend-specific prover on a dedicated thread. The Backend trait abstracts the actual proof generation, so different zkVM backends can be swapped without changing the pipeline.
6. ZK Batch Prover (github.com/kaspanet/vprogs/p…):
Introduces the batch proving worker, which collects the individual transaction proof artifacts, pairs them with an SMT proof covering the batch's resources, and submits the combined input to a backend-specific batch prover. The result is a single proof attesting to the entire batch's state root transition.
Like the transaction prover, the Backend trait abstracts proof generation so different zkVM backends can be swapped without changing the pipeline.
7. ZK VM (github.com/kaspanet/vprogs/p…):
Wires everything together by implementing the scheduler's Processor trait with ZK proving support. The VM hooks into the lifecycle events introduced in PR 1 to feed executed transactions into the transaction prover and batches into the batch prover.
Proving is optional and configurable - it can be disabled entirely, run at the transaction level only, or run the full batch proving pipeline.
8. ZK Backend RISC0 (github.com/kaspanet/vprogs/p…):
Provides the first concrete zkVM backend using risc0. It implements the transaction and batch Backend traits, includes two pre-compiled guest programs (one for transaction processing, one for batch aggregation), and ships with an integration test suite that verifies the full pipeline end-to-end - from transaction execution through batch proof generation to state root verification.
TL;DR:
While the early version of the framework focused on maximizing the parallelizability of execution, this feature focuses on extending this capability to maximizing the parallelizability of proof production.
If you're a builder: this is the first version of the framework that lets you write guest programs with a Solana-like API (resources, instructions, program contexts) and have them proven in a zkVM.
The current milestone uses a single hardcoded guest program - composability across multiple programs and bridging assets in and out of the L1 are part of the upcoming milestones, but if you're eager to start tinkering, the execution and proving pipeline is fully functional and provides a minimal environment to build and test guest logic today.
Once we add user-deployed guests, they will move one logical layer down: the current transaction processor will become a hardcoded-circuit that handles invocation and access delegation to user programs, similar to how SUI handles programmable transactions (including linear type safety at the program boundary).
In practice, this means guest programs will be invoked with a very similar API but scoped to a subset of resources, so the basic programming model won't change. Note that guests currently handle their own access authentication (e.g. signature checks) - the framework will eventually manage this automatically.
If you want to contribute, two areas where community involvement would be especially impactful:
- An Anchor-like DSL for writing guest programs -- the ABI is stable enough to build on, and a good developer experience layer would make this accessible to a much wider audience.
- A second zkVM backend (e.g. SP1) - the Backend traits are designed for this, and a second implementation would prove out the abstraction.
One thing I find particularly interesting in the context of PoW: the block hash provides an unpredictable, unbiasable random input that is revealed after transaction sequencing.
This gives guest programs native access to on-chain randomness without oracles or additional infrastructure - something traditionally hard to achieve in smart contract platforms.
PS: I am also planning to start with the promised regular hangouts but since I will visit my family over easter and want to get a better understanding of the open questions next week (it's good to have some problems to wrestle during that slower time 😅), I decided to start with that once I am back (12th of April).
Generally speaking, is there a day that people would prefer for these hangouts? I guess monday would be bad as there is already another community event (write your preferences in the comments if you have a strong opinion).
KRCBot retweeted
The CEO of a $3 trillion company just admitted the biggest threat to AI has nothing to do with the technology itself.
It is YOU.
Satya Nadella spoke at Davos and said the real obstacle to AI is getting people to actually change how they work.
He gave a personal example.
Before Davos, his team would spend days preparing briefing notes, filtering up through layers of staff before reaching him.
That process had not changed since he joined Microsoft in 1992.
Now he types one sentence into Copilot and gets a full 360-degree brief in seconds what Microsoft is doing for a client, what that client is doing for Microsoft, the whole picture at once.
Nadella said that kind of capability does not just speed things up, it completely inverts how information flows through an entire organization.
The old model, departments hoarding knowledge, information trickling upward through hierarchy, is now structurally obsolete.
Most companies have not figured that out yet.
He said firms will see almost zero productivity gains from AI unless leaders actively redesign their structures, retrain their people, and rebuild how context moves through the organization.
The companies that refuse to change will not just fall behind and they will become irrelevant to the ones that do.
His exact words: "That's why you're going to see the challenge of why am I not seeing immediate results in productivity. You have to do the hard work."
The hard work is convincing an entire workforce to let go of how they have operated for decades.
That is the actual AI race and most companies are losing it before it even starts.
unusual_whales@unusual_whalesMar 24North America
North AmericaConnected via North America App StoreAccount-level information, not a live location or per-post device.
Microsoft CEO: The biggest obstacle to expanding artificial intelligence is persuading people to change the way they work.
🚨LATEST: JPMORGAN BEING SUED FOR ALLEGED INVOLVEMENT IN $328M PONZI SCHEME
Per Cointelegraph, banking-giant JPMorgan is facing a lawsuit for supposedly ignoring suspicious transactions relating to a ponzi scheme run by one Goliath Ventures.
Goliath's CEO was arrested in February and faces a maximum penalty of 30 years if convicted.
The lawsuit alleges that “Goliath obtained at least $328 million from what are believed to be over 2,000 investors".
Source: Cointelegraph
Replying to @ZannaKonda
You should consider building on $KAS. Look at what is possible xitter.cf/brt2412/status/2025348…
Ladies and gentlemen, the world’s first decentralized, permission-less, and encrypted messaging app built on $KAS and secured by internet speed proof of work is officially live on the App Store ✅ If you enjoy proof of work and 3 second probalistic finality in your crypto then go download @KaChat_ , give it 5 stars in the App Store, and feel free to message me at brt25.kas
apps.apple.com/us/app/kachat…
And if you feel compelled please donate to the developer @vsmirn0v at kachat-donate.kas
KRCBot retweeted
Kaspa founder, Yonatan Sompolinsky @hashdag will speak at the @OxfordUnion on March 12.
(He is at Oxford for a series of meetings from the 10th to the 12th)
The #OxfordUnion has hosted world leaders, scientists, and major thinkers for over 200 years. An invitation to speak there signals that an idea has entered serious global debate.
Sompolinsky’s work helped shape modern blockchain consensus. His early work on the GHOST protocol influenced design decisions in Ethereum, and his later work led to GHOSTDAG, the blockDAG consensus powering #Kaspa.
Today that research and development continues with the incoming protocol, #DAGKnight, advancing the vision of real-time decentralized networks.
Seeing Kaspa’s lead researcher on one of the world’s most historic academic stages reflects something important.
Kaspa is not just another crypto project.
It is the result of years of peer-reviewed research exploring how decentralized infrastructure can scale.
March 12 will bring that conversation to one of the most respected academic halls in the world.
Thanks to @Kaspa_KEF for enabling this strategic alliance with the historic Oxford Union.
Note: Look forward to news about an upcoming hackathon for Oxford's top student builders to dive into the ecosystem.
KRCBot retweeted
The IRS just built a form that maps out every wallet or exchange you've ever used
this was not Satoshi's vision
KRCBot retweeted
🚨Pomp's Rules of Business
"Build shit people want & NEVER give up"
These are key rules of business that are applicable to every aspect of life.
























