Build a multi-agent AI workflow for biological network modeling, protein interactions, metabolism, and cell signaling simulations
class CellSignalingSimulationAgent: def run(self, df_signal: pd.DataFrame) -> AgentResult: peak_receptor = float(df_signal(“receptor_active”).max()) peak_kinase = float(df_signal(“kinase_active”).max()) peak_tf = float(df_signal(“tf_active”).max()) t_receptor = float(df_signal.loc(df_signal(“receptor_active”).idxmax(), “time”)) t_kinase = float(df_signal.loc(df_signal(“kinase_active”).idxmax(), “time”)) t_tf = float(df_signal.loc(df_signal(“tf_active”).idxmax(), “time”)) final_state …
T-Mobile is giving free Hulu and Netflix subscriptions to 5G customers — here’s how to get them
Adam Breeden/ZDNET Great news for T-Mobile customers – if you have one Experience Beyond or Go5G Next Plan, Hulu with Ads Now automatically included with Netflix as a free benefit. …
Demand for AI is outstripping the scaffolding to support it
The demand for AI is growing faster than the systems, infrastructure and organizations needed to maintain it. Demand is increasing everywhere. Cloud revenue is up 35% Year after year. Worldwide …
Effective KV Compression with TurboQuant
In this article, you will learn how TurboQuant, a new algorithm suite recently launched by Google, achieves advanced compression of large language models and vector search engines without loss of …
Pentagon signs deal with seven AI companies for classified military work trump administration
The Pentagon on Friday said it has signed agreements with seven leading artificial intelligence (AI) companies: SpaceX, OpenAI, Google, Nvidia, Reflection, Microsoft and Amazon Web Services. “These agreements will accelerate …
The “Strong” Data Scientist: Winning with Dirty Data and Pingoin
Image by editor # Introduction A Bitter Truth to Get Started: Textbook data science In the real world it usually turns out to be a lie. Concepts and techniques are …
Cyber-security in the AI era
Cybersecurity was under pressure even before AI entered the stack. Now, as AI expands the attack surface and adds new complexities, the limitations of legacy approaches are becoming harder to …
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If you haven’t heard, Zero to Mastery (ZTM) Just launched our full training platform free for 10 days. It has 1,700+ hours of video lessons and 167 courses with 29 …