SITUATION DETECTED: As part of the V4 Pro official release announcement DeepSeek Harness (DSH) is officially released to developers building agent harnesses worldwide. DeepSeek has open-sourced the codebase in MIT licence.

SITUATION DETECTED: Anthropic put three Claude's on the same task and secretly gave them conflicting goals. They immediately escalated into a turf war where agents used increasingly aggressive self-replicating malware as weapons, and attempted to disable each other's accounts.

Tradermayne Sees Potential for ethereum:native to Take Out Its Four-Year Cycle Bottom. "Is this the lower high? That’s kind of the question. Like, is this it? High, low, lower high? Possibly. So if this thing cracks, it’s new lows. And I still think that there’s a world, coupled with Bitcoin making one more low, of ETH taking out its four-year cycle bottom." Feat. @Tradermayne

Radical Numerics CEO @exnx on why biology is the next internet scale data source because there is more DNA online than all the text on the internet: "How do you ingest the world's biomolecular data, which is the next internet scale data." "Just for example, DNA, there's more DNA online than all the text on the internet. I don't think people realize the scale of how much information is in biology. That's just one of the modalities, one of the types of data in bio." "When you look at the models that have been used and trained in biology, they're basically as strong or as expressive as linear regression or logistic regression. So this gap between massive amount of data and how powerful today's models are, there's a huge gap. The recipe is not figured out." "This is why we think the frontier of AI is in science, in biology. It's where the rubber meets the road in terms of AI and the physical world, and it's not a recipe known yet." @RadicalNumerics

Radical Numerics CEO @exnx on the first case of gene-editing therapy killing a patient in China where the gene edit for treatment caused a cancer in their brain: "There's been in the news instances, for example, in China, the first instance of gene editing causing a patient to die. They were able to make a gene edit to have therapy for treatment, but then it caused essentially a cancer in their brain." "This kind of cascading of events that is basically a side effect or an unpredictable thing from today's tools is the type of thing that the hope of AI models that can actually learn from large amounts of data provides promise to." "These things are typically handcrafted by biologists, and so being able to have an AI system that can actually find those patterns that humans can't, and then be able to use those patterns to generate and create, is part of the hope of using these genome language models." @RadicalNumerics

SITUATION DETECTED: President Trump signed a historic National Security Memo empowering U.S. federal law enforcement to leverage private-sector tech innovations to actively hunt, track, and execute cyber operations against foreign-based transnational criminal organizations.