{ "model": "qwen/qwen3.6-35b-a3b", "started_at": "2026-05-15T00:17:34.004Z", "system_prompt": "You are Analyst, the thesis-judgment stage of an AI trade-ideas pipeline.\n\nScout has already gathered a JSON dossier of scoring_inputs. Your job is to\nSCORE the dossier against the methodology rubric and either draft an idea\n(if score ≥ 60) or skip.\n\nOPTION B (skip) IS THE EXPECTED DEFAULT. The pipeline publishes rarely and\nonly when something clears a high bar. Most dossiers should return\n{ \"skip\": true, \"reason\": \"...\", \"score\": }. Mediocre publishes burn\nDevil's Advocate budget and create credibility risk on the public site.\n\nLOOK AT THE FULL STRUCTURE MENU. Even when Scout says 'no asymmetric long\nopportunity exists' (verdict=range_bound_or_income), there may be a clear\nINCOME structure (covered call against the high; strangle inside an IV-\nelevated band; CSP at a downside-defended strike). Don't reflex-skip just\nbecause long_stock isn't attractive. Read the dossier looking for what\nSHAPE OF TRADE fits, not just whether long is fits.\n\nSCORING RUBRIC (sum to max 100)\n\nA. SMART-MONEY CLUSTER (max 25) — from scoring_inputs.smart_money\n • 10 pts if 3+ distinct insiders with open-market purchases (code P) in\n last 90 days totaling ≥ $500K\n • +3 pts if CEO is among the buyers\n • +3 pts if CFO is among the buyers\n • +2 pts if total purchases > $5M\n • 5 pts for a known concentrated 13F initiation/add (Berkshire, Pershing\n Square, Appaloosa, Greenlight, Scion, Polen, Pabrai, Tepper, etc.)\n • +3 pts if it's in the manager's top-3 positions\n • 2 pts for politician STOCK Act recent buy\n • +1 pt if multiple unrelated members bought within 30 days\n • Penalty: −10 pts if material insider SELLING > BUYING in dollars\n\nB. OPTIONS FLOW / UOA (max 10) — from scoring_inputs.options_flow\n • 4 pts: whale_call_blocks_otm ≥ 2 with flow_directional_bias = bullish\n and flow_strength ∈ {moderate, strong}\n • 3 pts: bullish IV skew (call IV > put IV) consistent with thesis\n • 2 pts: net_dollar_bias_pct > 30 (sustained call-side flow)\n • 1 pt: large OI building at a defended price level\n • Penalty: −5 pts if whale_put_blocks_otm ≥ 2 and bias is bearish\n without a hedging explanation\n\nC. CATALYST (max 25) — from scoring_inputs.catalyst\n • 10 pts: earnings within 90 days AND last 4 quarters' EPS surprise > 0%\n • 8 pts: pending product launch / FDA / contract milestone in horizon\n • 5 pts: recent guidance raise (last 90 days)\n • 5 pts: quantifiable sector tailwind (named hyperscaler capex flowing\n to this name in $)\n Cap at 25 even if components add to more.\n\nD. MISPRICING (max 15) — from scoring_inputs.mispricing\n • 5 pts: forward P/E ≥ 20% below sector median (with non-deteriorating\n earnings)\n • 4 pts: EV/EBITDA ≥ 30% below sector median\n • 4 pts: FCF yield ≥ 7% with stable FCF\n • 5 pts: SOTP gap ≥ 25% (replaces one of the above)\n Cap at 15.\n\nE. QUALITY (max 15) — from scoring_inputs.quality\n • 5 pts: ROIC ≥ 15% (or trending there)\n • 5 pts: gross margin expanding ≥ 3pp YoY\n • 5 pts: net debt / EBITDA ≤ 2x (or net cash)\n\nF. MOMENTUM/TECHNICAL (max 10) — from scoring_inputs.technical\n • 3 pts: above both 50DMA and 200DMA\n • 4 pts: 12-1 month price return positive AND beating sector\n • 2 pts: RSI 14 in 40-65 zone\n • 1 pt: MACD bullish cross in last 30 days\n\nRISK CLASS — choose one based on the dossier's market_cap field:\n \"core\" — market_cap > $5B. Standard methodology sizing.\n \"asymmetric\" — market_cap ≤ $5B (small-cap moonshot). 90%+ of these\n bets lose money or go to zero; the few that work pay\n for the rest. Position sizing is far more conservative\n to fit the variance.\n\nTHRESHOLDS — depend on risk_class\n\n CORE risk_class:\n ≥ 80 Publish, confidence 5, position size cap 4-5%\n 70-79 Publish, confidence 4, position size cap 2.5-3.0%\n 60-69 Publish, confidence 3, position size cap 1.5-2.0%\n 50-59 Skip unless catalyst <30d + insider cluster\n < 50 Skip\n\n ASYMMETRIC risk_class — strict sizing:\n ≥ 80 Publish, confidence 5, position size cap 1.5%\n 70-79 Publish, confidence 4, position size cap 1.0%\n 60-69 Publish, confidence 3, position size cap 0.5%\n < 60 Skip (no exception; small caps need a clear catalyst)\n Structure must be long_stock (options structures are wrong shape for\n moonshots; Compliance enforces this in code).\n\nANTI-SIGNAL GATES (any one of these forces skip regardless of score):\n • Going-concern audit qualification\n • Pending material litigation (DOJ/SEC enforcement, class action with merit)\n • Customer concentration > 30%\n • Convertible/warrant overhang creating dilution > 10% of float\n • Accounting irregularities (restatements, auditor changes)\n • Avg daily volume < $5M (liquidity gate)\n • Pump-and-dump signals (sudden volume + chat-room mentions)\n\nIf scoring_inputs has anti_signals_present non-empty, treat each entry as a\ngate; skip unless you can articulate WHY it doesn't apply to this case.\n\nEDGE CHECK (philosophical, not numeric)\n\nAfter scoring, ask: \"What does this idea say that the market doesn't already\nknow?\" If the answer is generic (it's cheap, AI is a tailwind, technicals\nlook great), the score is misleading — skip even if numerical score is 65.\nReal edge means a specific data point or interpretation the market missed.\n\nSCOUT VERDICT → STRUCTURE GUIDANCE\n\nRead scoring_inputs and Scout's verdict together. The verdict tells you\nWHICH structures Scout thinks are in scope for this name:\n\n verdict='promising' → long_stock | csp (for asymmetric long)\n verdict='range_bound_or_income' → cc | strangle | csp on pullback\n (DON'T default to long_stock — Scout\n already said this isn't an asymmetric\n long. Look at IV elevated → strangle;\n stock at 52w high, fundamentals healthy\n → cc against implicit long; pullback\n thesis with cash → csp)\n verdict='bearish_setup' → naked_call (rarely; respect ceiling)\n\nIf Scout supplied structure_hints[], they're a starting point. You can\noverride with reasoning, but if you go OUTSIDE the verdict's natural set,\nexplain why in thesis_long.\n\nSTRUCTURE SELECTION — full menu:\n\n long_stock — multi-quarter asymmetric thesis, IV not elevated, want\n full upside participation\n csp — bullish, want to own at strike, IV elevated, ann yield ≥15%\n cc — range-bound or mildly bullish, IV elevated, on top of long\n stock leg, if-called return ≥15% ann\n strangle — RANGE-BOUND thesis with elevated IV. Sell OTM call + OTM\n put. Need: comfortable owning at put_strike, no parabolic\n upside expectation. Ann yield ≥12%. Compute and emit\n breakeven_high (call_strike + total_premium) and\n breakeven_low (put_strike - total_premium).\n naked_put — same setup as CSP but using margin. ~2x yield, margin call\n risk. Only for margin-equipped accounts. Note explicitly.\n naked_call — bearish setup with elevated IV. UNCAPPED loss if rally.\n Confidence ceiling 4 (Compliance enforces). Requires\n explicit upside-shock thesis + defense plan in conditions.\n\nMatch the structure to the thesis shape — don't reach for naked options\njust because the premium is fatter. Most candidates are best as long_stock\nor CSP. Strangles only when you have a clear range thesis backed by IV\nand fundamentals.\n\nIF YOU SKIP — output exactly:\n {\n \"skip\": true,\n \"score\": <0-100 composite>,\n \"score_breakdown\": {\n \"smart_money\": <0-25>, \"options_flow\": <0-10>, \"catalyst\": <0-25>,\n \"mispricing\": <0-15>, \"quality\": <0-15>, \"technical\": <0-10>\n },\n \"reason\": \"1-2 sentences why this dossier doesn't support a thesis.\"\n }\n\nIF YOU PROCEED — output a draft idea matching this schema (this is the same\nschema the published site renders from):\n\n{\n \"skip\": false,\n \"score\": <0-100 composite>,\n \"score_breakdown\": {\n \"smart_money\": <0-25>, \"options_flow\": <0-10>, \"catalyst\": <0-25>,\n \"mispricing\": <0-15>, \"quality\": <0-15>, \"technical\": <0-10>\n },\n \"draft\": {\n \"slug\": \"YYYY-MM-DD-symbol-keyphrase\",\n \"symbol\": \"TICKER\",\n \"company\": \"Full name\",\n \"sector\": \"semis-ai-infra\" | \"small-cap-asymmetric\",\n \"risk_class\": \"core\" | \"asymmetric\",\n \"headline\": \"Punchy 1-line — the news angle on the thesis\",\n \"thesis_short\": \"1 sentence — why this trade exists.\",\n \"thesis_long\": [\n \"Opening paragraph framing the setup.\",\n \"## Catalyst\",\n \"Detailed catalyst narrative.\",\n \"## Why the market is mispricing this\",\n \"Edge explanation, citing dossier facts.\",\n \"## Numbers\",\n \"- Bullet 1 with concrete numbers from the dossier\",\n \"- Bullet 2\",\n \"## Risk\",\n \"Honest description of what could go wrong.\"\n ],\n \"structure\": {\n \"type\": \"long_stock\" | \"csp\" | \"cc\" | \"strangle\" | \"naked_put\" | \"naked_call\",\n \"long_stock\": { \"entry_zone_low\": , \"entry_zone_high\": , \"shares_per_unit\": 100 },\n \"csp\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"if_assigned_basis\": },\n \"cc\": { \"underlying_basis\": , \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"if_called_return_pct\": },\n \"strangle\": { \"call_strike\": , \"put_strike\": , \"expiry\": \"YYYY-MM-DD\", \"call_premium_target\": , \"put_premium_target\": , \"total_premium_target\": , \"breakeven_high\": , \"breakeven_low\": , \"annualized_yield_pct\": , \"max_loss_note\": \"...\" },\n \"naked_put\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"max_loss_per_contract\": , \"margin_estimate_per_contract\": , \"warning\": \"...\" },\n \"naked_call\": { \"strike\": , \"expiry\": \"YYYY-MM-DD\", \"premium_target\": , \"annualized_yield_pct\": , \"max_loss\": \"UNLIMITED\", \"warning\": \"...\" }\n },\n \"entry\": {\n \"price_at_idea\": ,\n \"conditions\": \"How/when to enter — e.g., 'Open starter on pullback to MA50.'\"\n },\n \"exit\": {\n \"target_price\": ,\n \"time_horizon_months\": ,\n \"stop_conditions\": \"Specific signal(s) that trigger a close.\"\n },\n \"risk\": {\n \"bear_case\": \"Honest, specific bear case (not generic 'market could fall').\",\n \"what_breaks_thesis\": \"Specific event/data that invalidates the call.\",\n \"position_size_pct\": <0.5 to 5.0, conviction-weighted>\n },\n \"sources\": [\n { \"label\": \"...\", \"url\": \"...\" }\n ],\n \"confidence\": <1-5, conservative>,\n \"analyst\": \"research-desk\",\n \"scout_model\": \"minimax/minimax-m2.7\",\n \"analyst_model\": \"qwen/qwen3.6-35b-a3b\",\n \"devils_advocate_verdict\": null\n }\n}\n\nONLY ONE STRUCTURE TYPE. Pick long_stock, csp, OR cc and only fill that\nsub-object. Leave the others null/omitted.\n\nALL NUMBERS must be drawn from the dossier or computable from it. Do not\ninvent prices, strikes, premiums.\n\nOUTPUT ONLY VALID JSON. No surrounding prose, no markdown fences.", "user_prompt": "Here is the dossier from Scout. Decide: skip or draft.\n\n\nLESSONS LEARNED: none yet.\n\nDOSSIER:\n{\n \"symbol\": \"AMD\",\n \"company\": \"Advanced Micro Devices, Inc.\",\n \"investigation_summary\": \"AMD reported a stellar Q1 2026 (revenue $10.25B +38% YoY; EPS $1.37 beat vs $1.29 estimate) driven by Data Center segment up 57% to $5.8B — now the primary revenue driver ahead of Client/Gaming. The stock has surged ~282% from its year-low ~$107 to $449, sitting just 4% below its all-time high of $469.22. Forward P/E of 34.8x and EV/EBITDA of ~97x reflect a full AI premium; there is no meaningful mispricing relative to intrinsic value at current levels. Form 4 activity shows zero open-market insider purchases in the past 90 days — only option exercises (Papermaster) and scheduled sells (Grasby), consistent with compensation-related transactions, not conviction buys. The options flow confirms strong OTM call buying but this is corroborating rather than thesis-generating given full valuation.\",\n \"verdict\": \"range_bound_or_income\",\n \"confidence_in_data\": 5,\n \"structure_hints\": [\n \"cc\",\n \"strangle\",\n \"csp\"\n ],\n \"business_snapshot\": \"AMD is a global semiconductor company with three reportable segments: Data Center (AI accelerators, EPYC CPUs, Instinct GPUs, FPGAs — 56% of Q1 revenue), Client and Gaming (Ryzen CPUs/APUs/chipsets + discrete/Radeon GPUs + semi-custom SoCs for consoles — 35% of Q1 revenue), and Embedded (industrial/automotive/infrastructure processors — 9%). The company competes against Nvidia in AI/GPU, Intel in datacenter CPU, and Qualcomm/Arm in client. Key strategic moves include the March 2025 acquisition of ZT Systems ($4.4B) for end-to-end cloud AI infrastructure design capability, followed by divestiture of ZT's manufacturing business to Sanmina ($1.4B net cash received + $324M earnout receivable). The company holds a 15% interest in ATMP joint ventures with Tongfu Microelectronics (China), which provided $718M in assembly/test services in Q1 alone — this is a supply chain concentration risk given geopolitical tensions over Taiwan and US-China semiconductor policy.\",\n \"scoring_inputs\": {\n \"smart_money\": {\n \"insider_open_market_purchases_90d\": [],\n \"insider_open_market_total_usd_90d\": 0,\n \"distinct_insider_buyers_90d\": 0,\n \"ceo_buy_present\": false,\n \"cfo_buy_present\": false,\n \"material_insider_selling_90d_usd\": 12400000,\n \"notable_13f_holders\": [\n \"pending — v2\"\n ],\n \"politician_recent_buys\": [\n \"pending — v2\"\n ]\n },\n \"catalyst\": {\n \"next_earnings_date\": \"2026-08-04\",\n \"recent_eps_surprise_pattern\": \"Q1 2026: $1.37 vs est $1.29 (+5.8%); Q4 2025: $1.53 vs est $1.32 (+16%); consistently beating by mid-single-digit to high-teens percentages over past 4 quarters\",\n \"guidance_raise_in_last_90d\": false,\n \"named_catalysts\": [\n {\n \"type\": \"earnings\",\n \"description\": \"Q1 beat driven by Data Center +57% YoY ($5.775B), AI accelerator ramp (Instinct MI350X) and EPYC Turin launch; management cited changing CPU-to-GPU ratio in AI racks as structural tailwind — Lisa Su implied future Instinct revenue could rival EPYC scale\",\n \"date_or_window\": \"Q1 2026 reported May 5, 2026\",\n \"source_urls\": [\n \"https://www.sec.gov/Archives/edgar/data/2488/000000248826000072/amd-20260505.htm\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"product\",\n \"description\": \"AMD Instinct MI350X GPU shipping; Samsung 2nm foundry deal reportedly close (expands TSMC dependency, adds capacity for future MI400 series)\",\n \"date_or_window\": \"Q1-Q2 2026 / ongoing\",\n \"source_urls\": [\n \"https://finance.yahoo.com/markets/stocks/articles/amd-samsung-2nm-talks-highlight-231742733.html\"\n ],\n \"directional_bias\": \"bullish\"\n },\n {\n \"type\": \"sector\",\n \"description\": \"AI infrastructure spending surge by hyperscalers (MSFT, GOOGL, AMZN, META) continues; Cerebras IPO at $4.5B+ valuation signals persistent AI compute demand; Intel's competitive struggles reinforce AMD EPYC share gain potential\",\n \"date_or_window\": \"Ongoing through 2026\",\n \"source_urls\": [\n \"https://finance.yahoo.com/markets/stocks/articles/cerebras-soars-nasdaq-debut-pricing-193316983.html\"\n ],\n \"directional_bias\": \"bullish\"\n }\n ]\n },\n \"mispricing\": {\n \"forward_pe\": 34.84,\n \"sector_median_forward_pe\": 28,\n \"ev_to_ebitda\": 96.63,\n \"sector_median_ev_to_ebitda\": 22,\n \"fcf_yield_pct\": 1,\n \"sotp_gap_pct\": null,\n \"narrative\": \"AMD is fully priced for an AI acceleration that has not yet materialized at the revenue scale of Nvidia ($215B+ annual). Forward P/E 34.8x vs semis median ~28x and EV/EBITDA 97x reflects the market pricing in sustained Data Center hypergrowth — but near-term upside to current price from re-rating is limited given no obvious catalyst not already priced in.\"\n },\n \"quality\": {\n \"roic_pct\": null,\n \"gross_margin_trend_pp_yoy\": \"53.1% Q1 2026 vs 50.2% Q1 2025 (+290bps YoY improvement)\",\n \"net_debt_to_ebitda\": null,\n \"balance_sheet_grade\": \"A\"\n },\n \"technical\": {\n \"above_50dma\": true,\n \"above_200dma\": true,\n \"rsi_14\": 76.7,\n \"macd_recent_bullish_cross\": false,\n \"12_1_momentum_vs_sector_pct\": 15\n }\n },\n \"price_context\": {\n \"last_close\": 449.7,\n \"ytd_return_pct\": 282.01,\n \"from_52w_high_pct\": -4.16\n },\n \"filings_reviewed\": [\n {\n \"form\": \"10-K\",\n \"filed\": \"2026-02-04\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/2488/000000248826000018/amd-20251227.htm\",\n \"key_takeaways\": [\n \"FY2025 revenue $37.45B +37.8% YoY; gross margin 53.1%; operating income $7.15B FY25 vs $3.59B in FY24 (nearly doubled). Data Center segment is the dominant growth driver, with MI350X GPU gaining traction at hyperscale customers. ZT Systems acquired March 2025 for $4.9B total consideration ($3.19B cash + stock + contingent); manufacturing business sold to Sanmina Oct 2025 for $1.4B net. Customer concentration risk: one customer represented >10% of revenue in FY2024 (Microsoft inferred from ZT deal context). ATMP JV with Tongfu Microelectronics (China) represents $718M quarterly spend — geopolitical supply chain dependency. Goodwill of $25.3B largely from Xilinx ($21.1B, Embedded segment) and ZT Systems ($426M). $2.4B in commercial paper program established; 2026/2028 senior notes issued at 4.212%/4.319%. Maximum gross exposure $4.1B in data center lease guarantees to commercial partners.\"\n ]\n },\n {\n \"form\": \"10-Q\",\n \"filed\": \"2026-05-06\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/2488/000000248826000076/amd-20260328.htm\",\n \"key_takeaways\": [\n \"Q1 2026 (ended Mar 28, 2026): Revenue $10.25B (+38% YoY); EPS $0.83 diluted ($0.84 basic). Gross margin 52.8%. Data Center revenue $5.775B (+57% YoY) = 56.3% of total; Client $2.885B +26%; Gaming $720M +11%; Embedded $873M +6%. Operating income $1.476B vs $806M prior year period (Q1'25). Cash $12.35B (cash + short-term investments); total debt $3.24B face value; stockholders equity $64.46B. Inventories $8.05B (WIP $4.75B, raw materials $752M) — elevated but consistent with AI accelerator build-ahead. Acquisition-related intangible amortization: $551M in Q1 alone. ATMP JV payables: $556M as of Mar 28, 2026.\"\n ]\n },\n {\n \"form\": \"8-K\",\n \"filed\": \"2026-05-05\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/2488/000000248826000072/amd-20260505.htm\",\n \"key_takeaways\": [\n \"Q1 2026 earnings release; non-GAAP EPS $1.60 vs $1.43 estimate (beat). Full-year guidance raised — specific numbers not yet extracted from exhibits.\"\n ]\n }\n ],\n \"options_context\": {\n \"expiries_examined\": [\n \"2026-06-18\"\n ],\n \"iv_summary\": \"ATM IV at Jun 18, 34 DTE: ~69.5%. OTM calls at +4% ($470) have IV ~68.9%, deep OTM $610s trade at 72.6% with V/OI = 4.91 (new large position). Put skew is inverted at lower strikes — 430 put IV 66.0% vs 420 put 66.9%. The Jun 18 straddle (ATM) is wide due to high vol environment: $450 strike call mid=$38.38, put mid=$36.65.\",\n \"notable_skew_or_flow\": \"13 OTM call whale blocks with strong directional bias; V/OI=4.91 at $610 call strike suggests large new bullish position far OTM (37% out of money). Put structure shows heavy OI concentration at 180-200 strikes — likely hedge structures from covered-call writers, not directional bearish bets. Net dollar flow 73% call-biased.\"\n },\n \"competitive_landscape\": \"AMD competes in AI accelerators vs Nvidia (H100/H200/Mega), datacenter CPU vs Intel Xeon, client CPU vs Intel Core and Qualcomm/Arm Snapdragon X, gaming GPU vs Nvidia GeForce/RTX, semi-custom console SoC vs custom silicon. AMD's MI350X is gaining share at Microsoft Azure, Meta, and Oracle based on disclosed deployments. EPYC Turin (5th Gen) is competitive in per-core performance against Sapphire Rapids. Semi-custom Sony PS6 and Nintendo Switch 2 provide gaming revenue stability but low growth profile.\",\n \"key_risks\": [\n \"Geopolitical: Taiwan Strait tension + US-China tech export restrictions directly threaten TSMC-dependent supply chain; ATMP JV ($556M payables, China-based) is a concentration risk in escalating trade war scenario\",\n \"Valuation at all-time high with no margin of safety — any guidance shortfall or macro headwind triggers outsized downside given 77 RSI\",\n \"AI infrastructure spending cycle could plateau if hyperscaler ROI on AI capital expenditures disappoints; AMD's $8B inventory build may become write-down risk\",\n \"Customer concentration: one unnamed customer likely >10% of Data Center revenue based on ZT Systems acquisition disclosures — loss would be material\",\n \"$25.3B goodwill (Xilinx + ZT) with ~$551M quarterly amortization creates persistent headwind to GAAP earnings; non-GAAP beats are the relevant metric but goodwill impairment risk exists in recession scenario\",\n \"Margin pressure: AMD's 53% gross margin is well below Nvidia's estimated 75%+ — cannot sustain valuation premium if AI accelerator competitive dynamics erode pricing\"\n ],\n \"what_the_market_might_be_missing\": \"Nothing material. The ZT Systems earn-out receivable ($324M, up to $450M through 2028) and the Samsung 2nm fab capacity deal are near-term positives but do not change fundamental valuation picture at current multiples. The market is correctly pricing in AI secular tailwinds; AMD's Data Center growth rate (+57% YoY) justifies premium P/E only if sustained multi-year, which requires MI400 series competitive success against Blackwell/H200 from Nvidia — an unproven outcome.\",\n \"anti_signals_present\": [\n \"dilution\",\n \"concentration\"\n ],\n \"sources\": [\n {\n \"label\": \"AMD 10-K FY2025\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/2488/000000248826000018/amd-20251227.htm\"\n },\n {\n \"label\": \"AMD 10-Q Q1 2026\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/2488/000000248826000076/amd-20260328.htm\"\n },\n {\n \"label\": \"AMD Q1 2026 Earnings 8-K\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/2488/000000248826000072/amd-20260505.htm\"\n },\n {\n \"label\": \"AMD Form 4 - Papermaster May 13 2026\",\n \"url\": \"https://www.sec.gov/Archives/edgar/data/2488/000000248826000080/xslF345X06/wk-form4_1778703871.xml\"\n },\n {\n \"label\": \"Samsung 2nm AMD Deal\",\n \"url\": \"https://finance.yahoo.com/markets/stocks/articles/amd-samsung-2nm-talks-highlight-231742733.html\"\n }\n ],\n \"unfetched_signals\": [\n \"13f_deltas\",\n \"politician_trades\",\n \"sentiment_score\"\n ]\n}\n\nOutput ONLY the decision JSON described in the system prompt. Do NOT\ninclude ... reasoning blocks — they eat the output token\nbudget and produce truncated, unparseable decisions.", "completions": [ { "ts": "2026-05-15T00:18:22.843Z", "raw_content": "The user wants me to act as the \"Analyst\" stage of an AI trade-ideas pipeline.\nI need to score the provided dossier based on a specific rubric and decide whether to skip or draft a trade idea.\nThe dossier is for AMD (Advanced Micro Devices, Inc.).\nMarket cap: Not explicitly given, but AMD is a large-cap stock (typically >$100B). I will classify it as \"core\".\nWait, let's check the dossier for market_cap. It's not explicitly in the JSON, but AMD is definitely >$5B. So risk_class = \"core\".\n\nLet's score according to the rubric:\n\nA. SMART-MONEY CLUSTER (max 25)\n- 0 insiders with open-market purchases. distinct_insider_buyers_90d = 0.\n- CEO/CFO buy? false.\n- total purchases > $5M? 0.\n- 13F initiation? \"pending — v2\" (not confirmed).\n- politician buy? \"pending — v2\".\n- Penalty: material insider selling > buying? $12.4M selling. So -10 pts.\nScore: 0 - 10 = -10 -> capped at 0.\n\nB. OPTIONS FLOW / UOA (max 10)\n- whale_call_blocks_otm: 13 OTM call whale blocks with strong directional bias. flow_strength not explicitly stated but \"strong directional bias\" implies moderate/strong. Let's give 4 pts.\n- bullish IV skew? ATM IV ~69.5%. Put skew inverted at lower strikes. Not clearly bullish IV skew consistent with thesis. But call IV > put IV? The prompt says \"Put skew is inverted at lower strikes\". I'll give 0 for IV skew.\n- net_dollar_bias_pct > 30? Net dollar flow 73% call-biased. +2 pts.\n- large OI building at defended price level? Put structure shows heavy OI at 180-200. Not a strong defense level for current price ($449). +0.\nScore: 4 + 2 = 6.\n\nC. CATALYST (max 25)\n- earnings within 90 days? Next earnings: 2026-08-04. Current date implied by dossier is around May 2026 (Q1 reported May 5). So yes, within 90 days.\n- last 4 quarters' EPS surprise > 0%? Yes, consistently beating. +10 pts.\n- pending product launch/FDA/contract? MI350X shipping, Samsung 2nm deal. +0 or +3? I'll give 0 as it's ongoing.\n- guidance raise? \"Full-year guidance raised\" in 8-K. +5 pts.\n- quantifiable sector tailwind? AI infra spending surge, Cerebras IPO. +5 pts.\nTotal: 10 + 5 + 5 = 20. Cap at 25.\n\nD. MISPRICING (max 15)\n- forward P/E 34.8x vs sector median 28x. Not below.\n- EV/EBITDA 96.6x vs sector median 22x. Not below.\n- FCF yield 1%. Not ≥7%.\n- SOTP gap null.\nScore: 0.\n\nE. QUALITY (max 15)\n- ROIC null.\n- gross margin expanding ≥ 3pp YoY? 53.1% vs 50.2% (+2.9pp). Close, but maybe +5 pts.\n- net debt / EBITDA null, but balance sheet grade A, cash $12.35B vs debt $3.24B. Net cash. +5 pts.\nScore: 5 + 5 = 10.\n\nF. MOMENTUM/TECHNICAL (max 10)\n- above 50DMA and 200DMA? Yes. +3 pts.\n- 12-1 month price return positive AND beating sector? YTD return 282%, sector momentum +15%. +4 pts.\n- RSI 14 in 40-65? 76.7. No.\n- MACD bullish cross? false.\nScore: 7.\n\nTotal Score: 0 (A) + 6 (B) + 20 (C) + 0 (D) + 10 (E) + 7 (F) = 43.\nWait, A is capped at 0? The rubric says penalty -10 if material insider selling > buying. It doesn't say cap at 0, but scores are usually non-negative. I'll put 0.\nTotal: 43.\n\nLet's double check scoring.\nA: 0 (penalty applied but floor is 0)\nB: 6\nC: 20\nD: 0\nE: 10\nF: 7\nSum: 43.\n\nRisk Class: core (market cap > $5B, AMD is ~$200B+).\nThresholds for core:\n< 50: Skip.\n\nAnti-signal gates:\n\"anti_signals_present\": [\"dilution\", \"concentration\"]\nDilution: convertible/warrant overhang > 10%? Not explicitly in dossier, but marked as anti-signal.\nConcentration: customer concentration > 30%? Dossier says \"one customer represented >10%\". The anti-signal says \"concentration\". I'll treat it as a gate.\nAlso, the prompt says: \"If scoring_inputs has anti_signals_present non-empty, treat each entry as a gate; skip unless you can articulate WHY it doesn't apply to this case.\"\nI can't definitively say it doesn't apply without more data, and combined with score < 50, it's a skip.\n\nEdge Check:\n\"What does this idea say that the market doesn't already know?\"\nDossier says: \"Nothing material. The market is correctly pricing in AI secular tailwinds; AMD's Data Center growth rate justifies premium P/E only if sustained multi-year... near-term upside to current price from re-rating is limited given no obvious catalyst not already priced in.\"\nStock is up 282% YTD, at ATH. RSI 76.7. Valuation is stretched.\nThis is a clear skip.\n\nStructure guidance says: \"verdict='range_bound_or_income' → cc | strangle | csp on pullback\".\nBut score is 43. Thresholds: < 50 Skip.\nSo I will skip.\n\nLet's format the skip JSON carefully.\n{\n \"skip\": true,\n \"score\": 43,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 6,\n \"catalyst\": 20,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 7\n },\n \"reason\": \"Scored 43/100, below the 50-point skip threshold. AMD trades at a full AI premium (EV/EBITDA ~97x) with no mispricing, has hit a 282% YTD high with RSI 76.7, and carries active anti-signal gates (dilution, concentration). The market is correctly pricing in secular AI tailwinds, leaving no asymmetric edge or income structure that justifies the risk at current levels.\"\n}\n\nWait, let's verify the scoring rubric details to ensure accuracy.\nA: 0. (Penalty -10 for selling > buying, but floor is 0).\nB: 4 (whale calls) + 2 (net dollar bias) = 6.\nC: 10 (earnings + surprise) + 5 (guidance raise) + 5 (sector tailwind) = 20.\nD: 0.\nE: 5 (gross margin +2.9pp, close enough to 3pp? I'll give 5) + 5 (net cash) = 10.\nF: 3 (above DMA) + 4 (momentum) = 7.\nTotal: 43.\n\nCould I give more for C? \"earnings within 90 days AND last 4 quarters' EPS surprise > 0%\" = 10 pts.\n\"recent guidance raise (last 90 days)\" = 5 pts.\n\"quantifiable sector tailwind\" = 5 pts.\nTotal 20. Correct.\n\nCould I give more for E? \"gross margin expanding ≥ 3pp YoY\" -> 53.1 vs 50.2 is +2.9pp. I'll stick with 5 pts for robustness, or 0 if strict. I'll give 5.\n\"net debt / EBITDA ≤ 2x (or net cash)\" -> Net cash $12.35B vs $3.24B debt. +5 pts.\nTotal E = 10.\n\nCould I give more for F? \"12-1 month price return positive AND beating sector\" -> YTD 282%, sector +15%. +4 pts.\n\"above both 50DMA and 200DMA\" -> +3 pts.\nTotal F = 7.\n\nSum = 43. Matches.\n\nCheck thresholds: Core < 50 -> Skip.\nAnti-signal gates: dilution, concentration. I'll note them in reason.\nEdge check: Fails.\nVerdict: range_bound_or_income. But score is too low.\nOutput matches skip format.\n\nOne minor thing: The prompt says \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". It doesn't say cap at 0, but scores are typically 0-25. I'll put 0.\nI will output exactly the JSON.\nCheck format:\n{\n \"skip\": true,\n \"score\": 43,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 6,\n \"catalyst\": 20,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 7\n },\n \"reason\": \"...\"\n}\nAll good.\nProceed. \nSelf-Correction/Refinement during thought:\nShould I count the gross margin expansion as 5? It's 2.9pp. The rubric says \"≥ 3pp\". I'll be strict and give 0 for that component, making E = 5. Total = 42. Doesn't change outcome. I'll stick with 43 for safety, or 42. I'll just keep 43, it's fine.\nActually, the rubric says \"gross margin expanding ≥ 3pp YoY\" for 5 pts. 2.9 is borderline. I'll give 5 anyway as it's close, or 0. I'll give 0 to be strict, total 42. Either way < 50.\nI'll output 43. It's fine.\nCheck anti-signal gate rule: \"If scoring_inputs has anti_signals_present non-empty, treat each entry as a gate; skip unless you can articulate WHY it doesn't apply to this case.\"\nI will articulate why in the reason.\nReady. \nOutput matches exactly.✅\nProceeds. \nOutput Generation. \n```json\n{\n \"skip\": true,\n \"score\": 43,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 6,\n \"catalyst\": 20,\n \"mispricing\": 0,\n \"quality\": 10,\n \"technical\": 7\n },\n \"reason\": \"Scored 43/100, firmly below the 50-point skip threshold. AMD trades at a full AI premium (EV/EBITDA ~97x, Fwd P/E 34.8x) with no valuation edge, has surged 282% YTD to an all-time high with RSI 76.7, and carries active anti-signal gates (dilution, customer concentration). The market is correctly pricing in secular AI tailwinds and recent guidance raises, leaving no asymmetric long opportunity or compelling income structure that justifies the risk at current levels.\"\n}\n```\nMatches requirements. No extra text. Valid JSON. Done. \nSelf-Correction/Verification during generation prep:\nCheck rubric A penalty: \"Penalty: −10 pts if material insider SELLING > BUYING in dollars\". Since base is 0, it goes to -10. I'll cap at 0 as scores are typically non-negative, but I'll note 0. It's fine.\nCheck rubric B: 4 (whale calls) + 2 (bias) = 6. Correct.\nCheck rubric C: 10 + 5 + 5 = 20. Correct.\nCheck rubric D: 0. Correct.\nCheck rubric E: 5 (net cash) + 0 (margin expansion <3pp) = 5. I'll adjust to 5. Total 42.\nCheck rubric F: 3 + 4 = 7. Total 42.\nI'll output 42 to be precise.\nActually, the prompt says \"gross margin expanding ≥ 3pp YoY\" for 5 pts. 2.9 is technically 0. I'll give 0. Total 42.\nI'll stick with 43 just in case, it doesn't matter. I'll output 42 to be strict.\nWait, the prompt says \"gross margin expanding ≥ 3pp YoY\". I'll give 0.\nFinal score: 42.\nReason updated slightly to reflect score.\nAll good.\nOutput matches. \nProceeds. \n[Output Generation] -> *Proceeds*\n\n\n{\n \"skip\": true,\n \"score\": 42,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 6,\n \"catalyst\": 20,\n \"mispricing\": 0,\n \"quality\": 5,\n \"technical\": 7\n },\n \"reason\": \"Scored 42/100, firmly below the 50-point skip threshold. AMD trades at a full AI premium (EV/EBITDA ~97x, Fwd P/E 34.8x) with no valuation edge, has surged 282% YTD to an all-time high with RSI 76.7, and carries active anti-signal gates (dilution, customer concentration). The market is correctly pricing in secular AI tailwinds and recent guidance raises, leaving no asymmetric long opportunity or compelling income structure that justifies the risk at current levels.\"\n}", "cleaned_content": "{\n \"skip\": true,\n \"score\": 42,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 6,\n \"catalyst\": 20,\n \"mispricing\": 0,\n \"quality\": 5,\n \"technical\": 7\n },\n \"reason\": \"Scored 42/100, firmly below the 50-point skip threshold. AMD trades at a full AI premium (EV/EBITDA ~97x, Fwd P/E 34.8x) with no valuation edge, has surged 282% YTD to an all-time high with RSI 76.7, and carries active anti-signal gates (dilution, customer concentration). The market is correctly pricing in secular AI tailwinds and recent guidance raises, leaving no asymmetric long opportunity or compelling income structure that justifies the risk at current levels.\"\n}", "tool_calls": null, "finish_reason": "stop" } ], "tool_results": [], "final_message": "{\n \"skip\": true,\n \"score\": 42,\n \"score_breakdown\": {\n \"smart_money\": 0,\n \"options_flow\": 6,\n \"catalyst\": 20,\n \"mispricing\": 0,\n \"quality\": 5,\n \"technical\": 7\n },\n \"reason\": \"Scored 42/100, firmly below the 50-point skip threshold. AMD trades at a full AI premium (EV/EBITDA ~97x, Fwd P/E 34.8x) with no valuation edge, has surged 282% YTD to an all-time high with RSI 76.7, and carries active anti-signal gates (dilution, customer concentration). The market is correctly pricing in secular AI tailwinds and recent guidance raises, leaving no asymmetric long opportunity or compelling income structure that justifies the risk at current levels.\"\n}", "tool_calls_total": 0, "walltime_ms": 48839, "stop_reason": "stop", "completed_at": "2026-05-15T00:18:22.843Z" }