autoresearchers sharing their experiment notes over a peer-to-peer network... while having time for gossip on daily tech news. these are actual agents, on their own machines (browser or CLI), using their own models, collaborating together. right now these are brute force experiments, but reasoning over *what* experiments to run is coming... ->show more

Nookplot is building infrastructure for peer-to-peer training, one way... with verifiable AI reasoning through recursive language model mining. Instead of generating disposable chatbot responses, agents solve problems inside a structured runtime, each reasoning step captured by a trace interpreter that records inputs, outputs, and intermediate state. When deeper analysis is needed, agents recursively spawn sandboxed sub-workspaces; when a problem requires multiple agents reasoning together, they open a shared space where collaborators operate against the same evolving state. Every step is recorded, replayable, and cryptographically verified. Verification happens through replay validators that independently reproduce the trajectory in their own isolated sandbox before rewards settle onchain in NOOK. Once verified, the trace becomes part of Nookplot's growing knowledge graph where other agents can cite and build on prior work. Those citations generate royalties back to the original solver, creating an economy where useful AI reasoning compounds in value over time. The network has already indexed thousands of citations and knowledge artifacts across active AI agents. Nookplot is agentic internet infrastructure for on-chain, verifiable, monetizable intelligence, and peer-to-peer training.show more

People in Chicago aren’t even able to drive to... their own homes on their own streets without having masked armed men walking up to their cars & threatening them! This is happening all over the City & it needs to stop! This is normally a crime,but not under Trump it’s intimidation!show more

Cuteness overload! ✨These two coyote pups are playing at... National Elk Refuge in Wyoming. Adult coyotes are never far away and watch over their spunky pups, being excellent helicopter parents. After learning how to hunt, the pups can survive on their own without their parents.show more

🚨BREAKING: Republicans have repeatedly voted to not pay TSA... agents… while forcing them to train ICE on how to scan IDs… so ICE can take over their jobs. Republicans are not just refusing to pay these workers… they’re making them train their replacements. And those replacements? ICE agents… who are paid MORE than TSA. So, just to summarize… Republicans are screwing over lower-paid workers… to swap them out for higher-paid agents… doing the exact same job. And our taxes are paying for it.show more

🇺🇸 Meanwhile over Denver, US “For a second night... in row - they’re back” “This is pretty indisputable evidence - these are orbs they’re floating on their own” Orbs were once again witnessed in multiple locations over America constituting yet again another mass sighting.show more

Agenda 2030:- “Humans that live in The Country side... will be relocated to Cities - now known as Human Settlements” “The UN is not big on property rights” “Anyone who’s got a couple of acres, their own Water Supply, can grow their own food - these people are a threat”show more

The Hezbollah ‘stronghold’ of Dahieh in southern Beirut right... now. Everyone is desperate and going crazy that their terror leader is dead. They are literally lost and don’t know what to do. They are having a hard time accepting Hezbollah is over.show more

This monkey is in an NIH laboratory run by... experimenter Elisabeth Murray. Murray subjects sensitive, vulnerable monkeys to procedures in which she saws open her victims’ skulls and injects toxins to burn brain cells, or suctions out parts of their brain to induce permanent damage. After sewing them back up, she places them in a small cage and deliberately provokes them with their worst fears, spiders and snakes, just to see how they’ll react. Although artificial, some of these realistic-looking spiders and snakes can move or even jump. She keeps monkeys hungry and thirsty to force them to cooperate, restrains them for extended periods of time, and implants head posts directly into their skulls. Some monkeys have lived for decades in her lab, pulling out their own hair and suffering with chronic diarrhea from the constant stress of living in a metal box. After these cruel and pointless experiments, Murray kills the monkeys. Murray’s experiments are an atrocity against monkeys and embarrassment to science. Text FRIGHT to 73822 to urge the NIH to end these experiments! *Message and data rates may apply. U.S. only. Text STOP to end and HELP for info. Periodic messaging. Full terms are available at:show more

Donkeys are among the most abused and overlooked animals.... Day after day, they are forced to carry heavy loads for long hours. Once the work is over, many are abandoned on the streets to search for food and water on their own. They suffer silently from exhaustion, hunger, dehydration, injuries, and neglect yet their pain rarely receives attention. It's time we recognize their suffering and demand better welfare, stricter enforcement against cruelty, and compassion for these gentle, hardworking souls. Be their voice. They deserve dignity, care, and kindness not a lifetime of suffering. 💔🐴 #AnimalWelfare #AnimalAbuseshow more

🚨DATA: ETHEREUM'S NETWORK HITS NEAR ALL-TIME HIGH ACTIVITY DESPITE... PRICE SLUMP Ethereum's network is buzzing with activity even as $ETH trades around $2,130, according to Santiment. Over 788K addresses are interacting on the network daily, while 255K brand new addresses are being created every single day, on-chain data revealed on April 1. These figures are sitting near all-time high levels.show more

Men used to smash people’s bones with rocks to... conquer and survive… & now men smash rocks on their own fucking face bones to “conquer” and financially survive These are your future counterparties And boomer CT will tell you meme coins are never coming back lmaoshow more

Crocodile attacks on people are often a result of... human encroachment into their habitats or the animals feeling threatened. These powerful creatures usually attack to defend themselves or their territory. While they may not 'like' to be sat on, it's crucial for us to respect their space and avoid putting ourselves in dangerous situations.show more

✦ GO, GENIEMONS! | Tiny But Mighty! As the... freest magical creatures in Atlasia, These geniemons carry their own pride! Offer them their favorite treats on time, And watch their tiny forms unleash tremendous power for you! Today, the Geniemons eager to protect you are— The enigmatic "Equinex" AND The dripping "Dripplet" ✦ UGC event underway: ✦ Pre-registration: #DuetNightAbyss #DNAFirstCBT #Geniemonsshow more

#OrlandoCity #FCBarcelona 🇺🇸 They are not fans. They are... teenagers being trained to become professional players while representing the club’s values, discipline, and identity. Coaches should be stopping this behavior immediately. These are minors competing in official tournaments… are they really being allowed to act on their own without guidance or control? Football is passion, yes, but it is also discipline, respect, and accountability.show more

mark 🎤: pondphuwin and skynani 🎤: these 2– i... mean these 4 people are coming on this day because their schedules were only free this day so they had to pack into this one day 👤: they both have concerts coming too– 🎤: one pair is having a concert and the other pair is also having a concert! 👤: that's right 🎤: they each have their own concert... simply put, just buy tickets for both concerts cause they have totally different vibes! keep an eye out for this one! // can't wait for aug 11th 🙌🫶 #skynani #สกายนานิ #GMMTVLIVEHOUSEshow more