Weak API controls are one of the biggest threats in the agentic AI era

These systems can hallucinate actions, not just text, and that can be amplified dramatically by poorly defined APIs. An agent connected to a financial system that misinterprets a request can initiate...

SiliconANGLE·11h ago

Token-maxxing is dead. Agentic memory is what comes next.

The context window is the scarce resource. The challenge isn’t stuffing more information into every prompt. It’s deciding what belongs there in the first place. That question has an answer. The...

VentureBeat·4d ago

Microsoft Just Banned ‘Tokenmaxxing’

Gadget Review·Aug 4

How to manage token costs while keeping agentic goals on track

Sponsored by Dell AI Factory with NVIDIA As enterprises evolve from chatbots to AI agents, they’re discovering an unexpected challenge: rising token costs. Because AI usage is billed by tokens, and...

Insider on MSN·Jul 30

Siemens advances self-verifying agentic AI workflows for semiconductor and PCB design

Enables agentic AI workflows that help engineers improve productivity and design quality across the electronic design automation (EDA) lifecycle Integrates with Siemens’ Intelligence Center X, ...

Design And Reuse·Jul 27

Getting a grip on shadow tokens and AI blowouts

Your developers aren't being innovative with AI — they're "tokenmaxxing" on your dime, burning through annual budgets in months without proving a dime of ROI.

CIO·Jul 24

From Tokens To Tasks: Why Agentic AI Changes The Infrastructure Conversation

As AI moves from answering prompts to completing work, infrastructure has to optimize the full workflow around the model.

Semiconductor Engineering·1d ago

Pokee AI Releases Pokee-Isaac 28B: A 10M-Token Context Agentic Model Built to Run Inside the Customer Boundary

Pokee AI released Pokee-Isaac 28B, a 28B text-only foundation model with a 10M-token context window built to run inside the customer boundary. It scores 93.3% on RULER at 10M tokens, where every...

Marktechpost·6d ago

Token Maxing Is Not An AI Strategy: ROI Is

"Tokenmaxxing" is an AI utilization strategy that initially saw widespread adoption in the tech industry between 2025 and 2026. Employees and companies treated the consumption of AI tokens—the ...

Forbes·Aug 3

Token-maxing is an AI cost sink

Token-maxing to support agentic AI is unsustainable. Business leaders must create a strategy for token use. Give people room to explore agents within guidelines. Twelve months in AI is an eternity.

ZDNet·Jul 28

Agentic AI and machine identity lead agenda as Gartner Tokyo Security Summit opens

Gartner security summit 2026 opens in Tokyo as 840 CISOs tackle agentic AI proliferation and machine identity sprawl — two converging forces reshaping enterprise cybersecurity. Seventeen analysts ...

Tech Times on MSN·Jul 22

v2.1.227

What's changed Fixed feature flags being evaluated without the user's subscription tier when a session started with an expired login token, which could wrongly prompt Max plan users to enable usage...

Claude Code Releases·3d ago

CORRECTING and REPLACING New Larridin Token Spend & Insights™ Solves Enterprise AI Budget Crisis as Spending Surges 13x

New product enables enterprises to control soaring AI costs with visibility into token spend, usage, performance, and ROI across teams, workflows, and AI tools.SAN FRANCISCO--(BUSINESS WIRE)--Sixth...

01net·Aug 6

Beyond tokenmaxxing: The rising token tax on enterprise AI

For years, LLM providers have spent billions of dollars building and training increasingly powerful models.

TechRadar on MSN·Jul 31

Claude Code Prompt Caching: Stop Paying for the Same Context

by Sage Holloway — A practical guide to cache prefixes, token usage, TTLs, invalidation, and the habits that keep long Claude Code sessions efficient.A long coding session can look expensive because the token counter...

Towards AI·Jul 27

The hidden bill behind agentic AI — and where to run it to maintain control

Every time an AI model reads or writes, it consumes tokens. These are the small units of text it works in, and each one represents roughly three-quarters of a word. You pay for how many you use. A ...

Business Insider·Jul 24

Poolside releases Laguna S 2.1, a 118B open-weight coding model that matches rivals many times its size

Poolside has released Laguna S 2.1, a 118B-parameter open-weight model built for agentic coding. It is a Mixture-of-Experts (MoE) model with 8B activated parameters per token. It supports a context...

Marktechpost·Jul 22