AI Forecast Tracker
Week 22 · May 25 – May 31, 2026
high signal

The Trillion-Dollar Print

Anthropic closed its Series H May 28 at $65 billion on a $965 billion post-money valuation — overtaking OpenAI as the most valuable private AI company in the world — and shipped Claude Opus 4.8 the same day. Anthropic disclosed a $47 billion annualized gross billing run rate, up from $9 billion at year-end 2025. The same week, Salesforce printed Agentforce ARR at $1.2 billion (+205 percent year over year, +50 percent sequential from $800 million at Q4 FY26); Dell reported $16.1 billion of AI server revenue in a single quarter (+757 percent year over year) with $24.4 billion in AI orders booked; Snowflake disclosed 13,600+ production Cortex AI accounts at +34 percent revenue growth and a $200 million OpenAI partnership; and Cognition raised $1 billion at a $26 billion valuation behind a $492 million Devin ARR (13x year over year). The UK AI Security Institute confirmed two frontier models from different labs can autonomously execute end-to-end 32-step corporate network intrusion simulations — Mythos Preview 73 percent, GPT-5.5 71.4 percent — with offensive cyber capability now doubling every four months. The Trump White House pulled a near-complete federal AI executive order hours before signing on May 21 after opposition from David Sacks, Musk, and Zuckerberg; Newsom signed California's first AI workforce-disruption executive order the same day; the FTC unsealed first criminal charges under the TAKE IT DOWN Act May 20 (140+ named victims) and sent warning letters to 12 platforms. The Mining Software Repositories 2026 conference published the first peer-reviewed quantification of agentic CI failure — AI agents introduce 79 percent of CI failures while performing only 61 percent of fixes across 11,771 GitHub PRs. P-012 ("AI investment boom is a bubble likely to burst by 2026") is one month from target date with hyperscaler 2026 capex tracking $660-690 billion (+77 percent year over year), Q1 venture funding at an all-time record $300 billion, and zero of the five operational burst criteria met — the prediction will resolve refuted at 2026-06-30. The frontier AI valuation print and the AI safety infrastructure withdrawal happened in the same week.

6 predictions updated5 milestones25 companies refreshed

Key Developments

1

Anthropic closed Series H May 28 at $65 billion on a $965 billion valuation — overtakes OpenAI as the most valuable private AI company — and shipped Claude Opus 4.8 plus Dynamic Workflows the same day

Anthropic closed Series H on May 28, 2026 — $65 billion raised at $965 billion post-money valuation, co-led by Altimeter, Dragoneer, Greenoaks, Sequoia with ~20 co-investors including Blackstone, Brookfield, GIC, Coatue, D1, Temasek, Founders Fund. $15 billion of the $65 billion is previously committed hyperscaler capital (Amazon $5 billion, plus Google TPU, Broadcom, SpaceX GPU agreements). The round overtakes OpenAI's $840 billion February valuation as the most valuable private AI company in the world. Anthropic disclosed an annualized gross billing run rate of $47 billion as of late May, up from $9 billion at year-end 2025, $30 billion in April, and $44 billion by mid-May — an 80x year-over-year leap. OpenAI's CRO previously disputed the April $30 billion figure citing gross-vs-net recognition (~$8 billion overstatement); recognized revenue is likely $33-40 billion on the lower end. Claude Opus 4.8 + Dynamic Workflows shipped the same day — 41 days after Opus 4.7, the fastest premium-tier cadence Anthropic has set. Dynamic Workflows productizes multi-week agentic execution as a first-class primitive, capped at 1,000 parallel subagents per session; Fast Mode is 3x cheaper than prior Opus; the model is 4x less likely to miss coding flaws relative to 4.7. IPO preparation is reportedly active (Wilson Sonsini retained, capital-markets hires complete), targeting a NASDAQ listing summer-to-October 2026. At $965 billion this would be among the largest tech IPOs ever attempted.

Confirms P-001 AI models will handle most aspects of software eng...Confirms P-021 40% of enterprise applications will feature task-s...Challenges P-012 AI investment boom is a bubble likely to burst by ...Confirms
Counterpoint

The $47 billion figure is annualized gross billing, not GAAP-recognized revenue — and OpenAI's CRO already disputed the April $30 billion claim by roughly $8 billion on gross-vs-net grounds. The actual recognized revenue is likely $33-40 billion on the lower end of that range, which makes the headline "Anthropic overtakes OpenAI on revenue" technically defensible but materially contested. At a $965 billion valuation against $7 billion+ in annual compute spend (mostly through Amazon and Google partnerships that could become competitive), Anthropic is structurally capital-intensive in a way that 2026's most-comparable software companies (Microsoft, Alphabet) are not. Mythos Preview's 77.8 percent SWE-bench Pro and Opus 4.8's "4x fewer missed coding flaws" are Anthropic-reported benchmarks on Anthropic-defined evaluations — Benchmark Theater applies until an independent re-test (METR, NIST, academic) reproduces the numbers. Mythos has already been matched by OpenAI's GPT-5.5 on the AISI cyber chain within weeks — the lead is generational, not lab-specific. The IPO timeline (summer-October 2026) is "speculation plus pre-filings," not a confirmed date. A $965 billion private company with no clean precedent for going public faces SEC disclosure scrutiny that will probably force the gross-vs-net dispute into resolution one way or the other.

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2

Salesforce Q1 FY27 printed Agentforce ARR at $1.2 billion (+205 percent year over year, +50 percent sequential from $800 million) — 28.6 trillion tokens processed, Slack MCP at one million users in six weeks

Salesforce (CRM) reported Q1 FY2027 on May 27 — Agentforce ARR hit $1.2 billion (+205 percent year over year, +50 percent sequential from $800 million at Q4 FY26). Data 360 + Agentforce combined ARR reached $3.4 billion (+200 percent year over year), including $1.1 billion Informatica Cloud ARR. 3.8 billion Agentic Work Units delivered to date (+111 percent quarter over quarter); 28.6 trillion tokens processed in Q1 alone (+152 percent quarter over quarter). Slack MCP surpassed one million active users within six weeks of GA. 50 percent or more of Agentforce bookings came from existing-installed-base expansion — confirming the land-and-expand thesis is operational at scale. Total Q1 revenue $11.13 billion (+13 percent year over year); FY27 guidance raised to $45.9-46.2 billion. The $1.2 billion Agentforce ARR is the clean inflection — a single named agentic-AI revenue line at SaaS hyperscale, growing 50 percent sequentially in 13 weeks. Combined with Snowflake (13,600+ Cortex AI accounts, $200 million OpenAI partnership), Workday ($500 million agentic ARR from W21), and UnitedHealth (Optum Rx PreCheck cut prior auth approval from 8 hours to under 30 seconds, on pace for 2.5 billion AI transactions), agentic AI is now the earnings-print category, not the pilot-disclosure category, across five different enterprise-software platforms in a single earnings cycle.

Confirms P-021 40% of enterprise applications will feature task-s...Confirms Challenges
Counterpoint

Agentforce at $1.2 billion ARR is roughly 10.8 percent of annualized Q1 revenue ($11.13 billion × 4 = $44.5 billion); growth is hyperbolic but share-of-business is still minority. The 3.8 billion Agentic Work Units and 28.6 trillion tokens are activity metrics, not outcome metrics — AWU measures actions taken, not value delivered, and token volume reflects compute consumed at Salesforce-vendored prices, which is exactly the kind of usage-based revenue line that can be expensive without being valuable. Goldman Sachs's May 2026 productivity note — no meaningful economy-wide AI-productivity relationship — is the macro disconfirming evidence on whether buyers of this $1.2 billion ARR get measurable returns. The 50 percent existing-customer expansion stat is the strongest single counter to the saaspocalypse-eats-Salesforce thesis (it confirms incumbents are pricing per-action AI on top of per-seat contracts at scale), but the renewal-cycle test arrives when net-new ACV needs to absorb seat compression rather than expansion. NRR and churn in Q2 are the only numbers that will tell whether Agentforce is durable revenue or per-action usage that walks at renewal.

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3

UK AISI confirms two frontier models autonomously complete 32-step corporate cyber chains — Mythos 73 percent, GPT-5.5 71.4 percent — offensive cyber doubling every 4 months, just as the Trump White House pulled the federal AI executive order

The UK AI Security Institute — an independent government evaluation, Tier-A source — published findings in late May that two frontier models from different labs autonomously completed end-to-end 32-step corporate network intrusion simulations. Claude Mythos Preview achieved 73 percent pass rate on expert-level CTFs (3 of 10 runs cleared the full chain); GPT-5.5 matched at 71.4 percent (2 of 10 runs). AISI estimated a human expert requires approximately 20 hours for the same chain. The offensive cyber capability doubling rate is now estimated every four months — down from a seven-month doubling at end-2025. A jailbreak that fully bypassed GPT-5.5 safety guardrails was also found during the evaluation. The same week (May 21), the Trump White House pulled a near-complete federal AI executive order hours before a signing ceremony after opposition from David Sacks ("doomers wanted this"), Elon Musk, and Mark Zuckerberg. Killed provisions included voluntary pre-release model sharing with government (up to 90 days), Treasury-led security vulnerability assessment, and a cybersecurity regime for frontier AI. Trump: "I didn't like certain aspects — it could have been a blocker." Newsom signed California's first-of-its-kind AI workforce-disruption executive order the same day, deliberately contrasting. The capability bar is rising at the exact moment the only US federal pre-deployment evaluation infrastructure being proposed is shelved.

Confirms P-034 AI capabilities are advancing at a rate that outst...Confirms
Counterpoint

Two model passes at 71-73 percent on a single AISI-designed CTF chain are an alarming data point, but they are not yet a deployment-equivalent capability — both runs were single-attempt evaluations under controlled conditions, not loose-in-the-wild persistent autonomous campaigns. The same week Anthropic published an alignment-research note finding model failures are still dominated by incoherence rather than systematic misalignment — meaning the offensive capability is real but the operational reliability remains low enough to bound it. The Trump EO pull is a policy regression, but Colorado SB 24-205 enforcement begins June 30 and California SB 53 (frontier AI safety plans) is already in force; the EU AI Act Omnibus added new prohibitions on AI CSAM and non-consensual imagery effective December 2026. Forty-plus US states have AI laws enacted or pending in 2026 — the patchwork is not equivalent to federal pre-deployment evaluation but it is not zero. The honest framing — the gap between capability acceleration and evaluation infrastructure is widening, but the absolute level of either is hard to translate into incident probability over a 12-month window.

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What the Evidence Moved

P-001AI models will handle most aspects of software engineering t...

Opus 4.8 + Dynamic Workflows (May 28) productizes multi-week agentic execution as a primitive at 1,000 parallel subagents; GPT-5.5 88.7 percent SWE-bench Verified leads leaderboard. MSR 2026 peer-reviewed data confirms AI fixes failures 4x faster than humans but introduces 79 percent of them.

80%82% +2pp
P-012AI investment boom is a bubble likely to burst by 2026

Final pre-resolution check, ~30 days to target_date. Anthropic Series H closed $65 billion at $965 billion. Hyperscaler 2026 capex tracking $660-690 billion (+77 percent year over year). Dell Q1 FY27 AI server revenue $16.1 billion (+757 percent year over year). None of the five operational bubble-burst criteria met. Prediction will resolve refuted at 2026-06-30.

5%5% 0pp
P-02140% of enterprise applications will feature task-specific AI...

Salesforce Q1 FY27 print Agentforce ARR $1.2 billion (+205 percent year over year, +50 percent sequential from $800 million), Snowflake 13,600+ production AI accounts, UnitedHealth Optum Rx PreCheck cut prior auth 8h to under 30s. Five different enterprise platforms shipped agentic ARR or production deployment data in a single earnings cycle.

90%91% +1pp
P-0332026 is the year everyday people will be fooled by deepfakes

FTC began TAKE IT DOWN Act enforcement May 19; on May 20 first criminal charges unsealed against two individuals (140+ named victims). EU AI Act Omnibus added prohibitions on AI CSAM and non-consensual imagery effective December 2026. Harm side moves from contested to enforcement-confirmed.

70%72% +2pp
P-034AI capabilities are advancing at a rate that outstrips the e...

UK AISI confirms two frontier models execute end-to-end 32-step corporate cyber chains autonomously (Mythos 73 percent, GPT-5.5 71.4 percent). Offensive cyber doubling every 4 months (was 7 months end-2025). Trump White House pulled federal AI EO May 21 — the only pre-deployment government evaluation mechanism shelved.

80%82% +2pp
P-039AI-heavy engineering teams experience 23.5% higher incident ...

MSR 2026 conference paper (peer-reviewed, 11,771 GitHub PRs): AI agents introduce 79.15 percent of CI failures while performing only 60.63 percent of fixes — net negative balance even at 4x faster fix speed. First large-scale peer-reviewed mechanistic quantification.

68%70% +2pp

Company Impact

Anthropic

Data refresh

Series H closed May 28 at $65B at $965B post-money (overtakes OpenAI as most valuable private AI company). $47B annualized gross billing run rate disclosed (gross-vs-net dispute unresolved, recognized revenue likely $33-40B). Opus 4.8 + Dynamic Workflows shipped same day with 1,000 parallel subagents productized. Mythos Preview 77.8% SWE-bench Pro / 73% AISI cyber CTF — matched by GPT-5.5 within weeks. Dimensions saturated; score holds 9.1.

Anthropic Series H announcement · Anthropic Opus 4.8 announcement

9.1
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Salesforce

Score change

Q1 FY27 (May 27) — Agentforce ARR $1.2B (+205% YoY, +50% sequential from $800M at Q4 FY26). Data 360 + Agentforce combined $3.4B. 3.8B Agentic Work Units delivered (+111% QoQ); 28.6T tokens processed (+152% QoQ). Slack MCP 1M users in 6 weeks. md 7→8 on Slack-MCP distribution lock-in; aam 8→9 on AWU + existing-customer expansion acceleration. Score 6.7→7.0.

Salesforce Q1 FY27 Press Release · Salesforce Q1 FY27 BusinessWire

7.0
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S&P Global

Score change

Q1 2026 — revenue $4.17B (+10% YoY), adj EPS +14%, beats estimates. Kensho-LLM 300+ customers/trials; API volume +5x QoQ; clients opting for AI-ready data formats at renewal paying +35-45% price increases. are 8→9 on concrete pricing power. Score 7.9→8.1 — direction crosses positive→very_positive.

S&P Global Q1 2026 Earnings Release · Kensho Link Next Evolution

8.1
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Tempus AI

Score change

Q1 2026 — revenue $348.1M (+36% YoY), MRD test volume ~6,500 (+500% YoY). 2026 guidance raised to $1.59-1.60B with first path to adjusted EBITDA breakeven (~$65M). BMS expanded multi-asset collaboration (May 14) to neuroscience/Alzheimer's. Next platform expanded May 28. are 8→9, aam 8→9. Score 7.6→8.0 — direction crosses positive→very_positive.

Tempus AI Q1 2026 8-K · BMS expanded collaboration BusinessWire

8.0
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Texas Instruments

Score change

Q1 2026 — revenue $4.83B (+19% YoY), EPS $1.68 (beat), data center revenue +90% YoY, industrial +30%. Silicon Labs acquisition strengthens edge AI (tinyML, embedded inference). NVIDIA physical-AI partnership; 800V GaN data center power architecture at Computex 2026. are 6→7. Score 7.7→8.0 — direction crosses positive→very_positive.

TI Q1 2026 Yahoo Finance · TI NVIDIA physical AI partnership

8.0
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Snowflake

Score change

Q1 FY27 (April 30) — product revenue $1.33B (+34% YoY, strongest sequential dollar growth in company history). 13,600+ production accounts on Cortex AI / Snowflake Intelligence. $200M multi-year OpenAI partnership. RPO $9.21B (+38%), NRR 126%. $6B AWS multi-year deal signed. are 7→8, md 7→8. Score 7.1→7.6.

Snowflake Q1 FY27 Yahoo Finance · Snowflake Summit 26 Newsroom

7.6
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Southern Company

Score change

Q1 2026 — EPS $1.32 vs $1.21 consensus (+9.1% beat); revenue $8.4B (+8% YoY). Data centers consumed +42% more power year over year across Southern's utilities — sharpest load inflection in company history. 28 large-load projects totaling 11 GW under contract — pipeline converting to signed backlog. are 7→8, aam 6→7. Score 7.3→7.7.

Investing.com Q1 2026 slides · Insider Monkey Q1 2026 report

7.7
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Visa

Score change

Q2 FY2026 (April 28) — revenue $11.2B (+17% YoY, fastest since 2022), adj EPS $3.31 (beat $3.10). Value-added services +27% constant dollars. Stablecoin settlement program $7B annualized run rate, 9 blockchains, +50% QoQ. "Agentic Ready" AI-commerce rollout in APAC and LatAm; Replit partnership embeds Visa into agentic payment flows. are 7→8. Score 8.0→8.2.

TIKR Visa Q2 2026 analysis · Tekedia stablecoin expansion

8.2
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Uber Technologies

Score change

Q1 2026 — gross bookings $53.7B (+25% YoY), revenue $13.2B (+14%), adjusted EBITDA $2.5B (+33% YoY, growing 2x topline). 95% of engineers use AI coding tools; >10% of code AI-written. NVIDIA partnership 28-city L4 robotaxi by 2028, starting LA/SF H1 2027. Nuro driverless permit May 5. md 6→7, aam 8→9. Score 6.4→6.7.

CNBC Uber Q1 2026 · Uber NVIDIA partnership IR

6.7
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UnitedHealth Group

Score change

Q1 2026 — revenue $111.7B, adj EPS $7.23 (beat), FY guidance raised to >$18.25. Optum Rx PreCheck cut prior-auth approval from 8 hours to <30 seconds. Call-center volume -25% from AI self-service. Optum Real on pace for 2.5B AI transactions in 2026. Bloomberg confirmed daily employee-AI-usage tracking May 15. are 7→8. Score 6.2→6.5.

GuruFocus UnitedHealth Q1 2026 · Bloomberg UnitedHealth AI tracking

6.5
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Starbucks

Score change

Q2 FY26 (March 29) — revenue $9.5B (+9% YoY), comps +6.2% on transaction growth. Green Dot Assist (Azure/OpenAI AI barista) scaled to thousands of North American stores. Deep Brew inventory AI retired May 2026 after real-store accuracy failures, reverted to manual counts. aam 9→8 on deployed-tool rollback. Score 7.3→7.2.

Starbucks Q2 FY26 8-K · Motley Fool Brian Niccol AI bet

7.2
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Sources

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