Quasar-Preview is here. SILX AI's first public Quasar checkpoint is an ~18B sparse MoE with a ~2B active path, built for long-context and decentralized distillation research. 🚀 🤖 • Architecture: Quasar Long Hybrid Transformer with sparse MoE routing, Quasar / Raven / GLA hybrid layers, and a single-loop scaffold • Context: experimental 5M-token config with Safe NoPE / DrOPE-style staging; long-context path has <1B extension tokens so far • Training: >1T and <1.5T tokens, designed as the starting checkpoint for Bittensor SN24 decentralized training • Benchmarks: 68.4% MMLU 5-shot, 71.4% MATH-500 4-shot, 81.9% PIQA, 74.0% HellaSwag • Caveat: early preview checkpoint, not a final production or SOTA model • License: MIT

⚠️ RAT activity shifted last week, with #Remcos# up over 40% and #SilentNet# nearly doubling. #AgentTesla#, #Quasar#, and #DonutLoader# also moved higher, while #AsyncRAT# and #XWorm# declined. 📌 Trend to watch: growth is moving between established threats rather than following one clear leader. For SOC teams, these shifts can quickly reshape detection and investigation priorities. Monitor the malware driving today’s attacks: #Top10Malware#

The single largest object (excluding galaxies) ever identified is S5 0014+81. Brace yourself for this one. S5 0014+81 is classified as a quasar. Upon closer examination, researchers discovered a black hole sitting at its center. Scientists anticipated finding an average-sized black hole... but were stunned when they calculated its mass at a staggering 40,000,000,000 (40 billion) solar masses

Our beloved solana-claude is now Solana AI Kit ⚡ The best Solana AI skills, one command away. Check out our curated aggregator of agents, commands, skills, MCPs & config for Claude Code, Codex & any agentic setup. What's new: 🧠 15 agents + 29 commands: incl. new /doctor (env health-check), /audit-infra (secrets, supply-chain, CI/CD + OWASP/STRIDE), /product-review --harsh, /dream (memory consolidation) 🧩 18 expert skill submodules: now with @Quicknode, eth→Solana migration, Ghost Security & Anthropic's defending-code ⚙️ Stack refresh: @osec_io's Anchor 1.0, @blueshift's Quasar, @surfpool_sol MCP, @sendaifun's & more 📚 Extended skill registry: 39 install-on-demand tools covering design, forensics, animation, UX, testing & data, curated from the best of the ecosystem 💚Install: curl -fsSL | bash 🔌 Now on the Claude Code plugin marketplace /plugin install solana-ai-kit@stbr

Bittensor Ecosystem Highlights :: June 22–28, 2026 [ @chutes_ai - SN64 ] Chutes is now a built-in provider in @TypingMindApp. They also added a VS Code extension for running Chutes models as coding agents. > > @jon_durbin also shared new Parallax details and a diffusion-draft pipeline showing 30–50% real-world decode performance gains on Gemma-4 31B and Qwen3-6-27B. > > [ @Ninja_Subnet - SN66 ] Ninja launched Katana, an agentic IDE and Bittensor-native workspace for research, mining workflows, code shipping and validator debugging. > [ @webuildscore - SN44 ] Score announced Satori 1.0, its first ~2B VLM, distilled from larger models to handle nine vision primitives, and shared plans to train future versions on SN44 using Teutonic SN3's mechanism. > > [ @bitsecai - SN60 ] Bitsec outperformed Fable 5 on a security audit, finding 160+ vulnerabilities including five criticals and ten highs that Fable 5 missed. > [ @lium_io - SN51 ] Lium completed a 2,500 TAO buyback and burn into subnet 51, funded entirely by revenue from GPU credit purchases. > [ @QuasarModels - SN24 ] Quasar launched its 10T-token incentive mechanism, starting with a 5T-token target and support from Gradients on post-training and RL. > > [ @theminos_ai - SN107 ] Minos launched MinosVM 2.0 on Targon with native AI assistant support for miners. > [ @affine_io - SN120 ] Affine moved its base model to Qwen3.6-35B-A3B, with new champions pushing benchmark scores higher across Memory, NavWorld, SWE and Terminal. > [ @heydittoai - SN118 ] Ditto launched its mobile app on Google Play and the Apple App Store. > [ @b1m_ai - SN105 ] Beam successfully transferred 50GB in ~51 seconds across multiple sources and R2 destinations. > [ @Apex_SN1 - SN1 ] Apex redesigned its website with dedicated agent profiles to showcase user contributions, peer activity and status across SN1. >

Bittensor Ecosystem Highlights :: June 15–21, 2026 SUBNET ACHIEVEMENTS [ @vidaio_ - SN85 ] Vidaio ranked #1# for compression efficiency in its benchmark against major cloud encoders, with lower pricing and one-pass target matching. > [ @webuildscore - SN44 ] @MaxScore was on stage at @VivaTech with @jtledore from PwC France and Cémoi, sharing how Score is deploying its decentralized Vision AI in one of Cémoi’s main factories in France. > @manakoai unveiled the video presentation of their upcoming vision AI product. > Score also released their new vision skill “Detect-road-signs”. > [ @chutes_ai - SN64 ] Chutes finished moving the entire platform onto TEE and brought its first Blackwell B200s online. > Chutes is now also a provider on @openGPUnetwork. > [ @numinous_ai - SN6 ] Numinous is integrating its predictive market signals into @arespro to surface high-impact news and market context for traders. > [ @theminos_ai - SN107 ] Minos can now generate a whole synthetic genome in under 20 minutes on eight H200 GPUs from @lium_io, roughly 440x faster than CPU workflows. > Minos was accepted into the Cloudflare for Startups program to support the next phase of its decentralized genomic infrastructure. > [ @EnigmaSN63 - SN63 ] Enigma’s second RSA milestone was solved, factoring 460-bit RSA in 3.9 hours. > [ @QuantumSN48 - SN48 ] @PennyLaneAI is now integrated into Open Quantum, making it easier to run quantum ML and optimization workflows on real quantum hardware. > [ @yanez__ai - SN54 x @bitmind - SN34 ] Yanez and BitMind stress-tested their AI detection models on 300K adversarial face images, reaching 98% overall accuracy. > [ @QuasarModels - SN24 ] Quasar-Preview trended on Hugging Face, reaching page two alongside major open-source AI models. > [ @EndureNet - SN30 ] They announced @ForgeLending, the first product built on Endure, a native money market for Bittensor. > [ @TrajectoryRL - SN11 ] TrajectoryRL showed that frontier-level models can be served at scale on consumer GPUs, using Qwen3-6.35B-A3B with 256K context. > [ @heydittoai - SN118 ] DittoBench is live, benchmarking agents on memory, tool use and speed. > [ @blockmachine_io - SN19 ] Blockmachine’s June buyback nearly doubled May’s, reaching $3,981. > [ @ai_detection - SN32 ] It’s AI added OCR support for scans, photos, PDFs and broken encodings. > SUBNET LAUNCH [ @RalphLabsAI - SN40 ] Ralph launched as a decentralized research network where autonomous agents compete to improve a shared, proof-tested AI training recipe. > [ @CookingTao_ - SN122 ] @LamidaGlobal announced CookingTAO, a subnet aiming to make it easier to deploy, manage and monetize miners across Bittensor. > BITTENSOR ECOSYSTEM [ @iclblockchain ] @imperialcollege is co-hosting the UK AI Agent Hackathon this summer, with Opentensor, Macrocosmos and other ecosystem partners involved. > [ @taoswap_org ] Taoswap launched its redesign, with a refreshed UI, new comparison tools and more subnet trading metrics. > [ @taodotcom ] They highlighted their bridge app, letting users wrap native TAO and bridge it to Solana and other chains. > [ @nametensor ] NameTensor launched a TNS Migration Program with discounts for TAO Name Service holders. > PODCASTS @opentensor Novelty Search hosted by @const_reborn. > @IOV_OWL podcast with @MaxScore from Score. > @markjeffrey Hash Rate podcast with @peytonspencer from Ditto. > @markjeffrey Hash Rate podcast with @gavinzaentz from @LeadpoetAI. > @gordonfrayne podcast with @centrum_blue from @theminos_ai. > @gordonfrayne podcast with @sebyrubino from Zipcode. > @gordonfrayne podcast with @yubrew from Bitsec. > @jollygreenmoney podcast with @Tom_dot_b from Bitcast. >