The Manifest
Ocean carriers are fully booked into Q3 as peak season arrives ahead of schedule, air cargo capacity is too tight to absorb the overflow, and AWS and Sakana AI both released services this week to bring multi-model orchestration and business context to enterprise AI deployments.
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Today's Top
- 01Yang Ming bullish as it boasts full box ships into extended peak seasonThe Loadstar
- 02Capacity constraints limit air cargo ability to assist with early peakThe Loadstar
- 03AWS says AI agents lack business context and security, launches two services to patch the gapsThe Decoder
- 04Sakana AI's Fugu orchestrates multiple LLMs to match Anthropic's Fable and Mythos benchmarksThe Decoder
- 05When the Trump administration cracks down on Anthropic, who benefits?TechCrunch AI
Models & Releases
3 storiesSakana AI's Fugu orchestrates multiple LLMs to match Anthropic's Fable and Mythos benchmarks
A multi-model routing system that picks the right model for each sub-task at inference time could reduce vendor lock-in for teams currently committed to a single provider. Watch whether this architecture pattern influences how enterprise platforms select and swap AI backends.
AWS says AI agents lack business context and security, launches two services to patch the gaps
AWS is acknowledging what most enterprise pilots already know: agents fail because they lack company-specific data and introduce security risks. Context builds a knowledge graph from internal sources; Continuum scans code for vulnerabilities. Both are worth evaluating before rolling agents into procurement or planning workflows.
Beyond Siri: Here are the practical AI features coming to your iPhone in iOS 27
Apple's AI additions in iOS 27 extend beyond Siri into productivity and system functions. For ops teams already issuing iPhones to field staff, on-device AI could reduce friction without requiring new apps or integrations.
Supply Chain & Ops
4 storiesYang Ming bullish as it boasts full box ships into extended peak season
Transpacific slots are booked solid through July, and carriers expect demand to continue into Q3 on retailer restocking. Buyers who have not locked in capacity ahead of the July 24 tariff deadline are likely paying spot premiums now.
Capacity constraints limit air cargo ability to assist with early peak
Shippers trying to bypass ocean congestion by shifting to air are finding few open slots on transpacific routes. With ocean capacity tight and air full, the usual pressure valve is not available this cycle.
Market volatility puts focus on decision making
Air cargo buyers are making tender decisions with less certainty than usual, particularly as Middle East conditions shift. Locking in multi-month contracts right now means betting on stability that has not yet materialized.
Borderlands Mexico: Echo bets on Mexico growth with domestic transportation offering
Echo Global Logistics is expanding into domestic Mexico trucking as DP World eyes a Corpus Christi terminal and a Chinese auto supplier commits $42M to Saltillo. The nearshoring infrastructure build in Mexico continues to attract logistics capital.
Deals & Market
3 storiesEXCLUSIVE: More high-profile exits at Ceva Logistics
Senior departures at Ceva are accelerating, which tends to slow decision-making and delay implementations at a complex 3PL. Shippers relying on Ceva for project logistics or specialized freight should monitor account team stability over the next quarter.
When the Trump administration cracks down on Anthropic, who benefits?
If the administration follows through with restrictions on Anthropic, enterprise buyers using Claude in procurement or planning tools should map their vendor exposure. The likely beneficiaries are OpenAI, AWS Bedrock, and domestic model alternatives.
European Investor Seedcamp Closes On $320M Across Two Funds To Back Seed Startups And Reaches $1B AUM
Seedcamp hitting $1B AUM means Europe's earliest-stage AI and tech startups have a well-funded backer for the next cycle. Supply chain and logistics software startups in Europe are part of the addressable deal flow.
Research & Frontier
3 storiesAeva 4D LiDAR selected for Bendix Class 8 safety systems
Bendix integrating Aeva's 4D LiDAR into Class 8 collision mitigation moves advanced sensing closer to mass production for long-haul fleets. Carriers evaluating ADAS upgrades in the 2026 to 2027 model cycle should track the Bendix Fusion ADAS roadmap.
MoonMath AI Open-Sources a HIP Attention Kernel for AMD MI300X That Beats AITER v3 on Every Shape and Rounding Mode
Open-source inference kernels that outperform vendor-provided libraries let teams run large models more efficiently on AMD hardware. This matters for organizations evaluating on-premise AI infrastructure as an alternative to cloud inference costs.
The 7 Types of Agent Memory: A Technical Guide for AI Engineers
A structured breakdown of how agents store and retrieve information, from working memory to retrieval-augmented generation. Useful framing for teams deciding what memory architecture to build into procurement agents or planning tools.
Org & AI Architecture
4 storiesSamsung rolls out ChatGPT Enterprise and Codex to employees in South Korea
Samsung deploying ChatGPT Enterprise and Codex across its entire South Korean workforce and global DX division signals that large manufacturers are moving past pilots and into org-wide AI enablement. Operations and engineering teams are the primary target.
The early hiring funnel is now breaking on both ends
AI is creating bottlenecks at both ends of hiring: candidates use it to bulk-apply, and screeners use it to auto-filter, so real candidates get lost in the noise. Supply chain hiring managers should audit their screening process rather than adding more automation to it.
AI is inflating student grades, and the effect points to outsourced work, not better learning
A UC Berkeley study of 500,000 grades found sharp increases concentrated in homework, not exams, after ChatGPT launched. For teams hiring recent graduates into planning or analyst roles, this is a signal to weight structured assessments over coursework credentials.
Sam Altman says a whole generation of researchers held AI back by underestimating what scaling could do
Altman's Stanford comments double down on scaling as the path to more capable AI, framing skeptics as having delayed progress. For operations teams choosing between smaller specialized models and frontier models, watch how this consensus shapes vendor roadmaps over the next 12 months.