Fine-Tuning

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CrewAI bets on role-playing AI agents with Flows and AMP
Jul 17, 20265 min read

CrewAI bets on role-playing AI agents with Flows and AMP

More than 100,000 developers have earned CrewAI certifications, according to the project’s GitHub page. The draw is clear: role-playing AI agents organized into “Crews,” paired with event-driven “Flows” that promise tighter control in production (GitHub: CrewAI). What CrewAI is doing with role-playing AI agents CrewAI describes itself as an open-source Python framework that supports both […]

Quantized Johnson-Lindenstrauss anchors Google TurboQuant
Jul 16, 20265 min read

Quantized Johnson-Lindenstrauss anchors Google TurboQuant

On March 24, 2026, Google Research introduced TurboQuant, a new set of quantization algorithms — including Quantized Johnson-Lindenstrauss and PolarQuant — aimed at squeezing large language models and vector search engines into far less memory. The pitch is simple: attack the costs that stall memory-bound AI, especially the key–value (KV) cache and embedding stores, without […]

Poisson spot makes optical skyrmions for future computing
Jul 13, 20265 min read

Poisson spot makes optical skyrmions for future computing

July 13, 2026 — A team at Nanyang Technological University in Singapore used a 200-year-old optical effect, the Poisson spot, to create optical skyrmions, according to ScienceDaily on July 13, 2026. The draw here isn’t only the physics headline. It’s the simplicity: a classroom-grade diffraction effect doing work that often needs custom structures and painstaking […]

DT-109 fatty liver drug repairs gut in animal study
Jul 11, 20265 min read

DT-109 fatty liver drug repairs gut in animal study

On July 11, 2026, ScienceDaily reported that an experimental drug called DT-109 reversed severe fatty liver disease in animal studies by repairing the gut and blocking harmful toxins from reaching the liver (ScienceDaily). The finding points to a gut-first approach for metabolic dysfunction-associated steatohepatitis (MASH), a field long dominated by liver-targeted metabolic drugs. What ScienceDaily […]

Dyson sphere search pivots to dwarf stars, study says
Jul 10, 20265 min read

Dyson sphere search pivots to dwarf stars, study says

On July 10, 2026, ScienceDaily reported that scientists have identified new clues for finding hypothetical alien megastructures, pointing the Dyson sphere search toward red dwarfs and white dwarfs. If that claim holds up, the most practical technosignature hunt may move away from Sun-like stars and into the catalogs of the Galaxy’s coldest, faintest objects. What […]

CrewAI AMP Suite takes aim at LangSmith’s control layer
Jul 9, 20265 min read

CrewAI AMP Suite takes aim at LangSmith’s control layer

CrewAI says more than 100,000 developers have completed its community courses. That base now has a clearer enterprise path: the CrewAI AMP Suite, which packages a control plane with tracing, governance, and on‑prem options around the open-source framework, according to the project’s GitHub page. What the CrewAI AMP Suite is actually offering The company’s pitch […]

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