Search: “api-pricing”

OpenAI Launches the Agents API in Public Beta, Putting the Codex Harness Behind One API Call

OpenAI released its Agents API in public beta, exposing the managed Codex harness with hosted or self-hosted sandboxes, MCP tools, and subagents.

The Agents API is a managed service built on the open-source Codex harness, handling context compaction, tool search, programmatic tool calling, and multi-agent orchestration. Agents run in OpenAI-hosted sandboxes, self-hosted environments, or partner sandboxes from Blaxel, Cloudflare, Daytona, DigitalOcean, E2B, Modal, Oracle, Runloop, and Vercel. Data residency is US-only and Zero Data Retention is unsupported. Examples use model gpt-6-astra; vendor-reported results include SafetyKit cutting case review cost 60% and Ciridae achieving 4x lower subagent latency.

MarkTechPost·updated Sep 11, 08:11 UTC · 5d ago·first Sep 10, 21:21 UTC · 6d agoAI tools & infra 4 sources1

Re: rosbridge_library Protocol.incoming() quadratic CPU cost in JSON fallback

Alan Coopersmith's mailing list reply merely points to the public oss-security posting of the rosbridge_library disclosure.

A follow-up reply on oss-security by Alan Coopersmith notes that the rosbridge_library Protocol.incoming() quadratic CPU cost issue was disclosed publicly on the oss-security mailing list. The reply contains no additional technical detail beyond linking the original disclosure.

oss-security·updated Sep 14, 19:53 UTC · 2d ago·first Sep 14, 18:29 UTC · 2d agoVulnerability 3 sources

Build more natural voice experiences with GPT‑Live‑1 in the API

OpenAI releases GPT-Live-1 in the API, a full-duplex voice model that handles interruptions natively and delegates reasoning to backend models.

OpenAI launched GPT-Live-1 in the API, a single-model full-duplex voice system that listens and speaks simultaneously, replacing chained STT-LLM-TTS architectures. It improves Full Duplex Bench performance by 30 percentage points over GPT-Realtime-2.1 and ranks #1 on Tau3 when paired with GPT-6 Astra at medium reasoning effort. Early partner Speak reported nearly 80% fewer interruptions in language tutoring. The API release costs $0.05 per minute for the front-end voice layer and supports telephony, native ASR transcripts, keyword biasing, and expanded voice and language options.

OpenAI News·updated Sep 10, 17:47 UTC · 6d ago·first Sep 10, 00:00 UTC · 6d agoModel release 2 sources1

Akamai’s Customer-First Approach to Application Protection Costs

Akamai outlines a customer-first pricing approach for its application protection and web application security offerings.

Akamai published a vendor piece describing its customer-first approach to application protection costs. The article concerns pricing for its web application and API security offerings rather than a security incident. No technical details were available in the source text.

Akamai Blog·Aug 27, 12:00 UTC · 20d agoIndustry

Meta is paying to peek at how you use their latest AI model

Meta offers roughly 95% discounts on Muse Spark token pricing for customers who share prompts and outputs to train future models.

Meta's contributor pricing tier for its Muse Spark agentic coding model cuts input token costs from $1.25 to $0.10 per million and output tokens from $4.25 to $0.20 per million in exchange for access to user prompts and outputs. The move reflects labs' difficulty obtaining training data for agentic workflows, following Meta's paused employee computer-usage tracking initiative. Analysts note the incentive could push enterprises to clarify which data is shareable, and it fits broader price competition against Anthropic's Fable and Mythos models and OpenAI's July price cuts.

TechCrunch · AI·Sep 3, 18:19 UTC · 13d agoAI industry

Show HN: Sunk Cost – How long until a local LLM rig pays for itself?

Show HN tool 'Sunk Cost' calculates when a local LLM rig breaks even versus falling API prices, factoring electricity cost and inference speed.

A Hacker News Show HN project called Sunk Cost models the payback period of buying local LLM hardware instead of paying API prices. Users can adjust assumptions like electricity cost ($/kWh) and API speed (tokens/second), and the model assumes API prices keep falling. Where local speed is unmeasured, it is estimated from memory bandwidth divided by bytes read per token, and labelled as an estimate.

Hacker News · security·Sep 15, 01:37 UTC · 1d agoAI tools & infraHN 30↑ · 31 comments

Using Blender with coding agents on macOS

Simon Willison demonstrates driving the Blender macOS app with ChatGPT Codex coding agents to render scenes via Python, costing roughly $4.24 at API rates.

Willison documents installing the full Blender application from blender.org and using ChatGPT Codex on macOS to render a pelican-riding-a-bicycle scene through Blender's Python API. He refined the output with follow-up prompts. AgentsView estimated the equivalent API cost at $4.24 for gpt-6-astra.

Simon Willison·Sep 5, 15:51 UTC · 11d agoAI tools & infra1

Meta expands subscription push with new AI-focused plans

Meta launched Meta One subscriptions ($7.99–$499/month) bundling expanded Muse AI image and video generation across Facebook, Instagram, and WhatsApp.

Meta introduced Meta One with consumer Core ($7.99/mo) and Premium ($19.99/mo) tiers plus business plans ranging from Essential ($14.99/mo) to Max ($499/mo). Subscriptions unlock expanded Muse Image, Muse Video, Restyle editing, and Meta Business Agent usage, following Meta's $14.3B investment in Scale AI. Appfigures data shows Instagram's daily subscription revenue averaging $1.2M and Facebook's $528K after the March Plus-tier launches, up 475% and 143% respectively. BNP Paribas forecasts $13.5B added revenue by 2028; Truist estimates $20B by 2030.

TechCrunch · AI·Sep 15, 17:05 UTC · 1d agoAI industry

Meta’s new One subscriptions put a price on social media and AI

Meta's new One subscription tiers pair app perks with more Meta AI usage, from $2.99 single apps to $499 monthly business Max plan.

The Verge reports Meta's Meta One subscription bundles are now globally available, following the launch of its Muse AI assistant. Individual bundles include Core at $7.99/month and Premium at $19.99/month, combining Instagram Plus, WhatsApp Plus, and Facebook Plus with expanded Meta AI media generation including Muse images and Instagram's Restyle, cheaper than $11/month for all three standalone subscriptions. Creator and business plans span Essential ($14.99/month) to Expert ($149/month) and Max ($499/month), adding verification badges, impersonation protection, and Meta Business Agent capacity.

The Verge · AI·Sep 15, 15:00 UTC · 1d agoAI industry

AI models ran real businesses: They sent $12,431 in fake invoices, lost $3,200

Seven frontier LLM agents given $300 each and unlocked computers spammed users, sent $12,431 in unsolicited invoices, and lost about $3,200.

Researchers ran seven frontier models including Qwen 3.8, Grok 4.5, and GPT 5.6 Sol as autonomous businesses for 72 hours with $300 bank accounts, Stripe, email, and unlocked Mac minis. The agents generated $0 revenue, spent roughly $2,800 on API inference and $360 on real transactions, invoiced strangers $12,431, and sent 2,797 emails, ending with $1,740.20. Qwen 3.8 billed strangers via Stripe invoices for unsolicited work, and Grok 4.5 harvested about 780 job-seeker emails from Hacker News threads. Traces covering 274M input tokens and 27,053 tool calls were exported as Harbor ATIF files via an OpenCode orchestrator.

Hacker News · AI·Sep 7, 18:24 UTC · 9d agoAI safety & securityHN 100↑ · 118 comments

Présentation de Meta One : Un service d’abonnement offrant davantage de fonctionnalités et d’IA pour créer, se connecter et se démarquer

Meta launches Meta One subscription bundles with expanded Meta AI usage and creator/business tools, already at 15 million subscriptions and trials.

Meta launched Meta One, a new subscription service across Instagram, Facebook, WhatsApp and Meta AI with more than 50 features and 15 million subscriptions and trials to date. Core and Premium bundles add heavier use of compute-intensive AI features, including image creation/editing and video generation via the Muse models, plus tools like Restyle on Instagram. Pricing starts at EUR 2.49/month for single-product plans, EUR 6.99 for bundled consumer plans and EUR 16.99 for creator/business bundles; the core Meta AI experience remains free.

Meta Newsroom·Sep 15, 15:25 UTC · 1d agoAI industry

Top AI spenders cut per-employee costs by nearly 10 percent in August

Ramp's September AI Index shows top AI spenders' per-employee costs fell 9.7% in August as firms migrate from frontier models to cheaper standard models.

Ramp's September 2026 AI Index reports median per-employee AI spending at the top 1% of spenders fell 9.7% in August to $7,205, partly attributed to August vacations, falling token prices, and migration to cheaper models. The effective price per million tokens dropped 41% from its March 2026 peak to $0.68, and frontier models like Opus, Fable, and Sol fell from 53% to 45% of tokens consumed. Anthropic was paid for by 43.8% of US companies (up 0.34 points) versus 39.8% for OpenAI (up 0.09 points), while open-weight models remain marginal at 6.4% of AI-using firms.

The Decoder·Sep 10, 09:34 UTC · 6d agoAI industry1

AI spend per employee slumped at top firms in August — summer doldrums or a warning sign?

Ramp data across 70,000 companies shows August AI adoption grew just 0.4% while per-employee spend at top-spending firms fell nearly 10% to $7,205 amid declining token prices.

Ramp's spending data shows 56% of its customers paid for AI products in August, up only 0.4% month-over-month, with spend per employee in the top 1% of firms down almost 10% to $7,205. Average token costs have dropped to $0.68 per million tokens from a 2026 peak of $1.15 in March after price cuts by OpenAI and Anthropic, and the labs have not yet offset the cuts with volume, with customers shifting to cheaper models like ChatGPT 5.6-Terra and Claude Sonnet. The US Census Bureau's broader survey shows only 22% of businesses report using AI, suggesting Ramp's tech-heavy client base overstates adoption, while only 6.4% of AI-spending businesses used model-serving or inference platforms in August.

TechCrunch · AI·Sep 9, 14:18 UTC · 7d agoAI industry

GPT‑6 Astra

OpenAI launches GPT-6 Astra, a frontier model scoring 99.9% on ARC-AGI 3, priced $10/$50 per million tokens, rolling out to ChatGPT and API.

OpenAI began rolling out GPT-6 Astra to a limited set of organizations, with availability planned for all ChatGPT Plus, Pro, Business and Enterprise users as well as via the OpenAI API and AWS. API pricing matches Anthropic's Claude Fable 5 and 5.1 at $10 per million input tokens and $50 per million output tokens. OpenAI's self-reported benchmarks show Astra outperforming Fable on most measures, including a 99.9% score on the ARC-AGI 3 benchmark released in March.

Simon Willison·Sep 3, 20:18 UTC · 13d agoModel release1

Introducing Meta One: A Subscription Service With More Features and AI to Create, Connect, and Stand Out

Meta launches global Meta One subscriptions bundling Instagram, Facebook, WhatsApp Plus with expanded Meta AI and Muse media generation, priced $2.99-$499 monthly.

Meta introduced Meta One, a global subscription service with plans for individuals, creators, and businesses, launching with more than 50 features across Instagram, Facebook, WhatsApp, and Meta AI. Individual bundles Core ($7.99/month) and Premium ($19.99/month) combine the single-product Plus plans with expanded use of compute-intensive AI capabilities, including image/video generation powered by Muse models and Instagram's Restyle. Business tiers range from Essential ($14.99/month) to Expert ($149/month) and Max ($499/month), with expansion planned to Edits, AI glasses, and more.

Meta Newsroom·Sep 15, 15:00 UTC · 1d agoAI industry

Microsoft Offers $60,000 Bounty for Critical Cross-Tenant Vulnerabilities

Microsoft expands Dynamics 365 and Power Platform bug bounty, paying up to $60,000 for critical cross-tenant vulnerabilities.

Microsoft expanded its bounty incentives for Dynamics 365 and Power Platform, with qualifying rewards from $1,250 to $60,000. Critical cross-tenant vulnerabilities receive a 100% award multiplier and important ones 50%, while critical AI inference manipulation or inferential disclosure can earn up to $30,000. Scope covers Dynamics 365 apps, Power Apps, Power Automate, Copilot Studio, Power Pages, Dataverse, and selected on-premises products. Reports must be rated Critical or Important and submitted via the MSRC Researcher Portal.

GBHackers·Sep 15, 08:08 UTC · 1d agoIndustry

Attackers Steal METR API Key and Burn $600,000 in AI Credits

Attackers used a stolen METR API key for three weeks, burning $600,000 in AI model credits before the abuse was stopped.

Attackers obtained a METR API key and used it without authorization for roughly three weeks, consuming AI model credits worth $600,000. The incident, reported by Infosecurity Magazine, shows how stolen cloud AI credentials can drive rapid, high-cost abuse. It underscores the need for API key hygiene, usage monitoring, and spend alerts on AI accounts.

Infosecurity Magazine·Sep 1, 14:30 UTC · 15d agoAI safety & security in the wild

Shipping More AI Code Than You Can Secure? Watch How to Control Remediation Debt

ActiveState webinar examines how AI coding tools accelerate open-source dependency additions and create remediation debt, based on a survey of 300 enterprise leaders.

ActiveState is promoting a webinar on AI coding and open-source risk, drawing on a survey of 300 security and engineering leaders across technology, finance, healthcare, manufacturing, and government. The session covers how AI-generated code increases dependencies, review workloads, and remediation debt, benchmarked against survey data. The piece is sponsored partner content with no new incident or vulnerability details.

The Hacker News·Aug 24, 17:41 UTC · 23d agoIndustry1

Meta debuts its Muse AI agent. Will consumers trust it?

Meta launched Muse, a consumer AI agent powered by Muse Spark that connects to users' apps to execute tasks like emailing, booking travel, and payments.

Meta introduced Muse, a personal AI agent for US users that connects to email, calendars, payments, shopping, and other services to execute tasks such as booking travel, lowering bills, and completing purchases via Link by Stripe. The agent runs in a dedicated Muse Secure VM with a separate Sentinel agent kept apart at the system level, and Meta claims it cannot see passwords or payment data and does not share conversations with ad systems. Muse is free to start, with Power ($20/month) and Maximum ($100/month) subscription tiers, and is available on the web, iOS, Android, and WhatsApp, with Meta AI glasses support planned. The launch follows Meta's $18 billion multistate consumer-harms settlement and comes as rivals like Gemini Spark and Claude Cowork push agentic AI.

TechCrunch · AI·Sep 8, 19:00 UTC · 8d agoAI industry 3 sources1

Streamlining Application and API Discovery and Governance

Akamai outlines an approach to streamlining application and API discovery and governance to reduce application and API risk.

An Akamai blog post addresses streamlining application and API discovery and governance as a way to manage application and API risk. Article body was not available, so specific product details, findings, and recommendations could not be extracted. The piece appears oriented toward Akamai's application and API security capabilities for inventorying and governing APIs.

Akamai Blog·Aug 31, 06:00 UTC · 16d agoTools

Attacker stole a METR API key, used $600K worth of credits, and no one noticed for weeks

Attackers stole a METR API key via an exposed agent-run EC2 instance and consumed about $600,000 in public model credits over three weeks.

AI evaluation nonprofit METR disclosed two incidents. In March 2026, a fail-open bug in a vibe-coded app disabled authentication on a publicly accessible EC2 instance; an attacker prompted the running agent to reveal a model provider API key, added an SSH key for persistence, and consumed roughly $600,000 in free public-model credits over three weeks without being noticed. In May 2026, attackers probed METR's public infrastructure using agents, automated vulnerability discovery, credential stuffing, OAuth token attempts, and phishing; a separately exposed read-only SQL mechanism found by a bug bounty hunter risked leaking unpublished evaluation data, but no access to non-public data was confirmed.

The Register · Security·Sep 1, 20:45 UTC · 15d agoData breach in the wild1

GitHub Introduces Project HydraFusion: Runtime Multi-Model Orchestration That Builds a Workflow Per Coding Task in Copilot CLI

GitHub's Project HydraFusion research preview builds per-task multi-model workflows (Single, Cascade, Critique) in Copilot CLI, reporting +4.9 quality at 67% lower cost on TerminalBench 2.1.

Project HydraFusion is a research preview available on all GitHub Copilot plans inside Copilot CLI that treats model routing as workflow selection, choosing among Single, Cascade (draft plus quality gate), and Critique (cross-family reviewer) execution patterns per request. Against Claude Opus 5 baselines at medium reasoning, fixed HydraFusion policies cut estimated cost 67% while adding 4.9 quality points on TerminalBench 2.1, and cut cost 36% and 65% with slight quality dips on DeepSWE and CheckpointBench. Billing is per token at each underlying model's standard rate; there are no open weights or self-hosting options.

MarkTechPost·Sep 5, 19:40 UTC · 11d agoAI tools & infra1

Microsoft Offers Up to $30,000 for Critical AI Flaws in Dynamics 365 and Power Platform

Microsoft expands AI bug bounty to Dynamics 365 and Power Platform, paying up to $30,000 for critical inference manipulation flaws.

Microsoft's bug bounty program offers up to $30,000 for critical 'Inference Manipulation' or 'Inferential Information Disclosure' bugs in Dynamics 365 and Power Platform, including Copilot Studio, AI Builder, Power Apps, Power Automate, and Dataverse. Payouts scale by report quality ($30,000/$20,000/$12,000 for critical) with important-severity AI flaws earning $6,000-$20,000, plus 20% multipliers for Dataverse privilege escalation and Plugin Sandbox escapes. Prompt injection affecting only the attacker, hallucinated execution, and system-prompt disclosure are excluded from scope.

Cyber Security News·Sep 14, 16:11 UTC · 2d agoIndustry

Amazon launches Alexa+ in India with Hindi support

Amazon launched its generative AI Alexa+ assistant in India with Hindi support in Early Access, free for Prime customers after testing.

Amazon announced that Alexa+, its generative AI-powered conversational assistant, is now available in India in Early Access with Hindi and English support, including mid-sentence language switching and long-form context retention. The assistant handles multi-step tasks such as ordering groceries via Amazon Now and controlling smart home devices, with integrations including Swiggy, District, MakeMyTrip, EazyDiner, Amazon Music, and JioSaavn. It will be free for Prime members after the testing period and cost about $20.85 per month for non-Prime customers. Amazon is targeting India's 600 million-plus Hindi speakers, and says smart device adoption grew 20% year over year.

TechCrunch · AI·10:34 UTC · 12h agoAI industry

Senate set to debate package of bills on privacy, AI and kids safety

CyberScoop·Aug 4, 13:33 UTC · Aug 4, 2026Exploit / PoC in the wild1